References

Aarts, Alexander A., Joanna E. Anderson, Christopher J. Anderson, Peter R. Attridge, Angela Attwood, Jordan Axt, Molly Babel, et al. 2015. “Estimating the Reproducibility of Psychological Science.” Science 349 (6251). https://doi.org/10.1126/science.aac4716.
Abar, Sameera, Georgios K. Theodoropoulos, Pierre Lemarinier, and Gregory M. P. O’Hare. 2017. “Agent Based Modelling and Simulation Tools: A Review of the State-of-Art Software.” Computer Science Review 24 (May): 13–33. https://doi.org/10.1016/j.cosrev.2017.03.001.
Abe, Yayoi, Muneyuki Ishida, Erika Nozawa, Takayoshi Ootsuka, and Ryoko Yahagi. 2017. “Cusp Singularity in Mean Field Ising Model.” European Journal of Physics 38 (6): 065102. https://doi.org/10.1088/1361-6404/aa82fc.
Abraham, Ralph. 1991. “Cuspoidal Nets.” In Business Cycles: Theories, Evidence and Analysis, edited by Niels Thygesen, Kumaraswamy Velupillai, and Stefano Zambelli, 56–63. International Economic Association. London: Palgrave Macmillan UK. https://doi.org/10.1007/978-1-349-11570-9_3.
Abraham, Ralph, Alexander Keith, Matthew Koebbe, and Gottfried Mayer-Kress. 1991. “Computational Unfolding of Double-Cusp Models of Opinion Formation.” International Journal of Bifurcation and Chaos 01 (02): 417–30. https://doi.org/10.1142/S0218127491000324.
Abrams, Peter A., Lev R. Ginzburg, Peter A. Abrams, Lev R. Ginzburg, Peter A. Abrams, and Lev R. Ginzburg. 2000. “The Nature of Predation: Prey Dependent, Ratio Dependent or Neither?” Trends in Ecology & Evolution 15 (8): 337–41. https://doi.org/10.1016/S0169-5347(00)01908-X.
Acebrón, Juan A., L. L. Bonilla, Conrad J. Pérez Vicente, Félix Ritort, and Renato Spigler. 2005. “The Kuramoto Model: A Simple Paradigm for Synchronization Phenomena.” Reviews of Modern Physics 77 (1): 137–85. https://doi.org/10.1103/RevModPhys.77.137.
Adams, Pauline, and Mason Haire. 1959. “The Effect of Orientation on the Reversal of One Cube Inscribed in Another.” The American Journal of Psychology 72: 296–99. https://doi.org/10.2307/1419384.
Ainsworth, Mary D. Salter, Mary C. Blehar, Everett Waters, and Sally N. Wall. 2015. Patterns of Attachment: A Psychological Study of the Strange Situation. New York: Psychology Press. https://doi.org/10.4324/9780203758045.
Alderisio, Francesco, Benoı̂t G. Bardy, and Mario di Bernardo. 2016. “Entrainment and Synchronization in Networks of Rayleighvan Der Pol Oscillators with Diffusive and Haken Couplings.” Biological Cybernetics 110 (2): 151–69. https://doi.org/10.1007/s00422-016-0685-7.
Alexander, Ralph A., Glenn R. Herbert, Richard P. DeShon, and Paul J. Hanges. 1992. “An Examination of Least-Squares Regression Modeling of Catastrophe Theory.” Psychological Bulletin 111: 366–74. https://doi.org/10.1037/0033-2909.111.2.366.
Anderson, Philip W. 1972. “More Is Different.” Science 177 (4047): 393–96. https://doi.org/10.1126/science.177.4047.393.
———. 1999a. “The Eightfold Way to the Theory of Complexity: A Prologue.” In Complexity: Metaphors, Models, and Reality, edited by G. Cowan, D. Pines, and D. Meltzer, 7–16. Perseus Books.
———. 1999b. “Perspective: Complexity Theory and Organization Science.” Organization Science 10 (3): 216–32. https://doi.org/10.1287/orsc.10.3.216.
Arnaud, M. 2021. “Mixture Modelling from Scratch, in R.” Medium. https://towardsdatascience.com/mixture-modelling-from-scratch-in-r-5ab7bfc83eef.
Ashby, W. R. 1956. “An Introduction to Cybernetics.” An Introduction to Cybernetics.
Attwell, David, and Costantino Iadecola. 2002. “The Neural Basis of Functional Brain Imaging Signals.” Trends in Neurosciences 25 (12): 621–25. https://doi.org/10.1016/S0166-2236(02)02264-6.
Axelrod, Robert. 1997. “The Dissemination of Culture: A Model with Local Convergence and Global Polarization.” Journal of Conflict Resolution 41 (2): 203–26. https://doi.org/10.1177/0022002797041002001.
Ayers, Susan. 1997. “The Application of Chaos Theory to Psychology.” Theory & Psychology 7 (June): 373. https://doi.org/10.1177/0959354397073005.
Bak, Per, Chao Tang, and Kurt Wiesenfeld. 1988. “Self-Organized Criticality.” Physical Review A 38 (1): 364–74. https://doi.org/10.1103/PhysRevA.38.364.
Banks, J., J. Brooks, G. Cairns, G. Davis, and P. Stacey. 1992. “On Devaney’s Definition of Chaos.” The American Mathematical Monthly 99 (4): 332–34. https://doi.org/10.1080/00029890.1992.11995856.
Barabási, Albert-László, and Márton Pósfai. 2016. Network Science. 1st edition. Cambridge, United Kingdom: Cambridge University Press.
Barbaro, Alethea B. T., Lincoln Chayes, and Maria R. D’Orsogna. 2013. “Territorial Developments Based on Graffiti: A Statistical Mechanics Approach.” Physica A: Statistical Mechanics and Its Applications 392 (1): 252–70. https://doi.org/10.1016/j.physa.2012.08.001.
Barceló, Jaume, ed. 2010. Fundamentals of Traffic Simulation. Vol. 145. International Series in Operations Research & Management Science. New York, NY: Springer New York. https://doi.org/10.1007/978-1-4419-6142-6.
Barnett, Susan M., and Stephen J. Ceci. 2002. “When and Where Do We Apply What We Learn?: A Taxonomy for Far Transfer.” Psychological Bulletin 128: 612–37. https://doi.org/10.1037/0033-2909.128.4.612.
Barton, Scott. 1994. “Chaos, Self-Organization, and Psychology.” American Psychologist. https://doi.org/10.1037/0003-066X.49.1.5.
Bascompte, Jordi, and Pedro Jordano. 2013. Mutualistic Networks. Princeton University Press.
Battiston, Federico, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, et al. 2021. “The Physics of Higher-Order Interactions in Complex Systems.” Nature Physics 17 (10): 1093–98. https://doi.org/10.1038/s41567-021-01371-4.
Baumann, Fabian, Philipp Lorenz-Spreen, Igor M. Sokolov, and Michele Starnini. 2020. “Modeling Echo Chambers and Polarization Dynamics in Social Networks.” Physical Review Letters 124 (4). https://doi.org/10.1103/PhysRevLett.124.048301.
Bechtel, William, and Adele Abrahamsen. 2005. “Explanation: A Mechanist Alternative.” Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences, Mechanisms in biology, 36 (2): 421–41. https://doi.org/10.1016/j.shpsc.2005.03.010.
Bédard, C., H. Kröger, and A. Destexhe. 2006. “Does the $1/f$ Frequency Scaling of Brain Signals Reflect Self-Organized Critical States?” Physical Review Letters 97 (11): 118102. https://doi.org/10.1103/PhysRevLett.97.118102.
Beek, Peter J., and Arthur Lewbel. 1995. “The Science of Juggling.” Scientific American 273 (5): 92–97. https://doi.org/10.1038/scientificamerican1195-92.
Beek, Peter J., C. E Peper, and A Daffertshofer. 2002. “Modeling Rhythmic Interlimb Coordination: Beyond the Haken.” Brain and Cognition 48 (1): 149–65. https://doi.org/10.1006/brcg.2001.1310.
Bentler, P. M. 1970. “Evidence Regarding Stages in the Development of Conservation.” Perceptual and Motor Skills 31 (3): 855–59. https://doi.org/10.2466/pms.1970.31.3.855.
Berlekamp, Elwyn R., John H. Conway, and Richard K. Guy. 2004. Winning Ways for Your Mathematical Plays, Volume 4. 2nd ed. New York: A K Peters/CRC Press. https://doi.org/10.1201/9780429487309.
Bertalanffy, Ludwig Von. 1969. General System Theory: Foundations, Development, Applications. Revised edition. New York, NY: George Braziller Inc.
Bertschinger, Nils, and Thomas Natschläger. 2004. “Real-Time Computation at the Edge of Chaos in Recurrent Neural Networks.” Neural Computation 16 (7): 1413–36. https://doi.org/10.1162/089976604323057443.
Blanken, Tessa F., Marie K. Deserno, Jonas Dalege, Denny Borsboom, Peter Blanken, Gerard A. Kerkhof, and Angélique O. J. Cramer. 2018. “The Role of Stabilizing and Communicating Symptoms Given Overlapping Communities in Psychopathology Networks.” Scientific Reports 8 (1): 5854. https://doi.org/10.1038/s41598-018-24224-2.
Boccaletti, S., G. Bianconi, R. Criado, C. I. del Genio, J. Gómez-Gardeñes, M. Romance, I. Sendiña-Nadal, Z. Wang, and M. Zanin. 2014. “The Structure and Dynamics of Multilayer Networks.” Physics Reports, The structure and dynamics of multilayer networks, 544 (1): 1–122. https://doi.org/10.1016/j.physrep.2014.07.001.
Boccaletti, S., G. Bianconi, R. Criado, C. I. del Genio, J. Gómez-Gardeñes, M. Romance, I. Sendiña-Nadal, Z. Wang, and M. Zanin. 2014. “The Structure and Dynamics of Multilayer Networks.” Physics Reports, The structure and dynamics of multilayer networks, 544 (1): 1–122. https://doi.org/10.1016/j.physrep.2014.07.001.
Boerlijst, M. C., and P. Hogeweg. 1991. “Spiral Wave Structure in Pre-Biotic Evolution: Hypercycles Stable Against Parasites.” Physica D: Nonlinear Phenomena 48 (1): 17–28. https://doi.org/10.1016/0167-2789(91)90049-F.
Bogacz, Rafal, Eric Brown, Jeff Moehlis, Philip Holmes, and Jonathan D. Cohen. 2006. “The Physics of Optimal Decision Making: A Formal Analysis of Models of Performance in Two-Alternative Forced-Choice Tasks.” Psychological Review 113: 700–765. https://doi.org/10.1037/0033-295X.113.4.700.
Boostani, Reza, Foroozan Karimzadeh, and Mohammad Nami. 2017. “A Comparative Review on Sleep Stage Classification Methods in Patients and Healthy Individuals.” Computer Methods and Programs in Biomedicine 140 (March): 77–91. https://doi.org/10.1016/j.cmpb.2016.12.004.
Boot, Jesse, Maarten van der Ende, Reinout W. Wiers, Mike Lees, and Han L. J. Van der Maas. submitted for publication. “Integrating Dual Process Decision-Making and Social Dynamics: A Formal Modeling Framework for Addiction,” submitted for publication.
Borsboom, Denny. 2008. “Psychometric Perspectives on Diagnostic Systems.” Journal of Clinical Psychology 64 (9): 1089–1108. https://doi.org/10.1002/jclp.20503.
———. 2017. “A Network Theory of Mental Disorders.” World Psychiatry 16 (1): 5–13. https://doi.org/10.1002/wps.20375.
Borsboom, Denny, Angélique O. J. Cramer, and Annemarie Kalis. 2019. “Brain Disorders? Not Really: Why Network Structures Block Reductionism in Psychopathology Research.” Behavioral and Brain Sciences 42: e2. https://doi.org/10.1017/S0140525X17002266.
Borsboom, Denny, Angélique O. J. Cramer, Verena D. Schmittmann, Sacha Epskamp, and Lourens J. Waldorp. 2011. “The Small World of Psychopathology.” PLOS ONE 6 (11): e27407. https://doi.org/10.1371/journal.pone.0027407.
Borsboom, Denny, Eiko I. Fried, Sacha Epskamp, Lourens J. Waldorp, Claudia D. van Borkulo, Han L. J. van der Maas, and Angélique O. J. Cramer. 2017. “False Alarm? A Comprehensive Reanalysis of Evidence That Psychopathology Symptom Networks Have Limited Replicability’ by Forbes, Wright, Markon, and Krueger (2017).” Journal of Abnormal Psychology 126: 989–99. https://doi.org/10.1037/abn0000306.
Borsboom, Denny, Mijke Rhemtulla, Angélique O. J. Cramer, Han L. J. van der Maas, M. Scheffer, and C. V. Dolan. 2016. “Kinds Versus Continua: A Review of Psychometric Approaches to Uncover the Structure of Psychiatric Constructs.” Psychological Medicine 46 (8): 1567–79. https://doi.org/10.1017/S0033291715001944.
Borsboom, Denny, Donald J. Robinaugh, Mijke Rhemtulla, and Angélique O. J. Cramer. 2018. “Robustness and Replicability of Psychopathology Networks.” World Psychiatry 17 (2): 143–44. https://doi.org/10.1002/wps.20515.
Borsboom, Denny, Han L. J. van der Maas, Jonas Dalege, Rogier A Kievit, and Brian D Haig. 2021. “Theory Construction Methodology: A Practical Framework for Building Theories in Psychology.” Perspectives on Psychological Science 16 (4): 756–66. https://doi.org/10.1177/1745691620969647.
Bowles, Samuel, and Herbert Gintis. 2011. A Cooperative Species: Human Reciprocity and Its Evolution. Princeton: Princeton University Press.
Brandt, Mark J. 2022. “Measuring the Belief System of a Person.” Journal of Personality and Social Psychology 123 (4): 830–53. https://doi.org/10.1037/pspp0000416.
Breakspear, Michael. 2017. “Dynamic Models of Large-Scale Brain Activity.” Nature Neuroscience 20 (3): 340–52. https://doi.org/10.1038/nn.4497.
Bringmann, Laura F., Timon Elmer, Sacha Epskamp, Robert W. Krause, David Schoch, Marieke Wichers, Johanna T. W. Wigman, and Evelien Snippe. 2019. “What Do Centrality Measures Measure in Psychological Networks?” Journal of Abnormal Psychology 128: 892–903. https://doi.org/10.1037/abn0000446.
Brinkhuis, Matthieu J. S., Alexander O. Savi, Abe D. Hofman, Frederik Coomans, Han L. J. van der Maas, and Gunter K. J. Maris. 2018. “Learning As It Happens: A Decade of Analyzing and Shaping a Large-Scale Online Learning System.” Journal of Learning Analytics 5 (2): 29–46. https://doi.org/10.18608/jla.2018.52.3.
Broer, Henk, and Floris Takens. 2010. Dynamical Systems and Chaos. 2011th edition. New York: Springer.
Broido, Anna D., and Aaron Clauset. 2019. “Scale-Free Networks Are Rare.” Nature Communications 10 (1): 1017. https://doi.org/10.1038/s41467-019-08746-5.
Brush, Eleanor R., David C. Krakauer, and Jessica C. Flack. 2018. “Conflicts of Interest Improve Collective Computation of Adaptive Social Structures.” Science Advances 4 (1): e1603311. https://doi.org/10.1126/sciadv.1603311.
Burg, Gerrit J. J. van den, and Christopher K. I. Williams. 2022. “An Evaluation of Change Point Detection Algorithms.” arXiv. https://doi.org/10.48550/arXiv.2003.06222.
Burger, Julian, Adela-Maria Isvoranu, Gabriela Lunansky, Jonas M. B. Haslbeck, Sacha Epskamp, Ria H. A. Hoekstra, Eiko I. Fried, Denny Borsboom, and Tessa F. Blanken. 2022. “Reporting Standards for Psychological Network Analyses in Cross-Sectional Data.” Psychological Methods, No Pagination Specified–. https://doi.org/10.1037/met0000471.
Busemeyer, Jerome R., and Peter D. Bruza. 2012. Quantum Models of Cognition and Decision. Cambridge University Press.
Carpenter, Gail A., and Stephen Grossberg. 1987. “A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine.” Computer Vision, Graphics, and Image Processing 37 (1): 54–115. https://doi.org/10.1016/S0734-189X(87)80014-2.
Caspi, Avshalom, Renate M. Houts, Daniel W. Belsky, Sidra J. Goldman-Mellor, HonaLee Harrington, Salomon Israel, Madeline H. Meier, et al. 2014. “The p Factor: One General Psychopathology Factor in the Structure of Psychiatric Disorders?” Clinical Psychological Science : A Journal of the Association for Psychological Science 2 (2): 119–37. https://doi.org/10.1177/2167702613497473.
Castellano, Claudio, Santo Fortunato, and Vittorio Loreto. 2009. “Statistical Physics of Social Dynamics.” Reviews of Modern Physics 81 (2): 591–646. https://doi.org/10.1103/RevModPhys.81.591.
Castellano, Claudio, Matteo Marsili, and Alessandro Vespignani. 2000. “Nonequilibrium Phase Transition in a Model for Social Influence.” Physical Review Letters 85 (16): 3536–39. https://doi.org/10.1103/PhysRevLett.85.3536.
Castellano, Claudio, Miguel A. Muñoz, and Romualdo Pastor-Satorras. 2009. “Nonlinear $q$-Voter Model.” Physical Review E 80 (4): 041129. https://doi.org/10.1103/PhysRevE.80.041129.
Castro, L. N. de, and J. I. Timmis. 2003. “Artificial Immune Systems as a Novel Soft Computing Paradigm.” Soft Computing 7 (8): 526–44. https://doi.org/10.1007/s00500-002-0237-z.
Cattell, R. B. 1987. Intelligence: Its Structure, Growth and Action. Elsevier.
Centola, Damon. 2022. “The Network Science of Collective Intelligence.” Trends in Cognitive Sciences 26 (11): 923–41. https://doi.org/10.1016/j.tics.2022.08.009.
Chalmers, David J. 2006. “Strong and Weak Emergence.” https://philpapers.org/rec/chasaw.
Chambers, Chris. 2017. “The Seven Deadly Sins of Psychology: A Manifesto for Reforming the Culture of Scientific Practice.” In The Seven Deadly Sins of Psychology. Princeton University Press. https://doi.org/10.1515/9781400884940.
Chambon, Monique, Wesley G. Kammeraad, Frenk van Harreveld, Jonas Dalege, Janneke E. Elberse, and Han L. J. van der Maas. 2022. “Understanding Change in COVID-19 Vaccination Intention with Network Analysis of Longitudinal Data from Dutch Adults.” Npj Vaccines 7 (1): 1–10. https://doi.org/10.1038/s41541-022-00533-6.
Chang, Hasok. 2008. Inventing Temperature: Measurement and Scientific Progress. Oxford Studies in Philosophy of Science. Oxford, New York: Oxford University Press.
Chemero, Anthony. 2013. “Radical Embodied Cognitive Science.” Review of General Psychology 17 (2): 145–50. https://doi.org/10.1037/a0032923.
Chen, Guanrong, and Yang Lou. 2019. Naming Game: Models, Simulations and Analysis. Vol. 34. Emergence, Complexity and Computation. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-05243-0.
Chialvo, Dante R. 2010. “Emergent Complex Neural Dynamics.” Nature Physics 6 (10): 744–50. https://doi.org/10.1038/nphys1803.
Christensen, Alexander P., and Yoed N. Kenett. 2021. “Semantic Network Analysis (SemNA): A Tutorial on Preprocessing, Estimating, and Analyzing Semantic Networks.” Psychological Methods, No Pagination Specified–. https://doi.org/10.1037/met0000463.
Clark, Andy. 2013. “Whatever Next? Predictive Brains, Situated Agents, and the Future of Cognitive Science.” Behavioral and Brain Sciences 36 (3): 181–204. https://doi.org/10.1017/S0140525X12000477.
Clark, David M. 1986. “A Cognitive Approach to Panic.” Behaviour Research and Therapy 24 (4): 461–70. https://doi.org/10.1016/0005-7967(86)90011-2.
Clauset, Aaron, Cristopher Moore, and M. E. J. Newman. 2008. “Hierarchical Structure and the Prediction of Missing Links in Networks.” Nature 453 (7191): 98–101. https://doi.org/10.1038/nature06830.
Cleeremans, Axel, Dalila Achoui, Arnaud Beauny, Lars Keuninckx, Jean-Remy Martin, Santiago Muñoz-Moldes, Laurène Vuillaume, and Adélaı̈de de Heering. 2020. “Learning to Be Conscious.” Trends in Cognitive Sciences 24 (2): 112–23. https://doi.org/10.1016/j.tics.2019.11.011.
Cobb, Loren. 1978. “Stochastic Catastrophe Models and Multimodal Distributions.” Behavioral Science 23 (4): 360–74. https://doi.org/10.1002/bs.3830230407.
Cobb, Loren, and Shelemyahu Zacks. 1985. “Applications of Catastrophe Theory for Statistical Modeling in the Biosciences.” Journal of the American Statistical Association 80 (392): 793–802. https://doi.org/10.1080/01621459.1985.10478184.
Cocchi, Luca, Leonardo L. Gollo, Andrew Zalesky, and Michael Breakspear. 2017. “Criticality in the Brain: A Synthesis of Neurobiology, Models and Cognition.” Progress in Neurobiology 158 (November): 132–52. https://doi.org/10.1016/j.pneurobio.2017.07.002.
Cohen, Alexander, David Pargman, and Gershon Tenenbaum. 2003. “Critical Elaboration and Empirical Investigation of the Cusp Catastrophe Model: A Lesson for Practitioners.” Journal of Applied Sport Psychology 15 (2): 144–59. https://doi.org/10.1080/10413200305393.
Costantini, Giulio, Sacha Epskamp, Denny Borsboom, Marco Perugini, René Mõttus, Lourens J. Waldorp, and Angélique O. J. Cramer. 2015. “State of the aRt Personality Research: A Tutorial on Network Analysis of Personality Data in R.” Journal of Research in Personality, R Special Issue, 54 (February): 13–29. https://doi.org/10.1016/j.jrp.2014.07.003.
Cramer, Angélique O. J., Claudia D. van Borkulo, Erik J. Giltay, Han L. J. van der Maas, Kenneth S. Kendler, Marten Scheffer, and Denny Borsboom. 2016. “Major Depression as a Complex Dynamic System.” PLOS ONE 11 (12): e0167490. https://doi.org/10.1371/journal.pone.0167490.
Cramer, Angélique O. J., Sophie Van Der Sluis, Arjen Noordhof, Marieke Wichers, Nicole Geschwind, Steven H. Aggen, Kenneth S. Kendler, and Denny Borsboom. 2012. “Dimensions of Normal Personality as Networks in Search of Equilibrium: You Can’t Like Parties If You Don’t Like People.” European Journal of Personality 26 (4): 414–31. https://doi.org/10.1002/per.1866.
Cramer, Angélique O. J., Lourens J. Waldorp, Han L. J. van der Maas, and Denny Borsboom. 2010. “Comorbidity: A Network Perspective.” The Behavioral and Brain Sciences 33 (2-3): 137-150; discussion 150-193. https://doi.org/10.1017/S0140525X09991567.
Crielaard, Loes, Jeroen F Uleman, Bas D L Châtel, Sacha Epskamp, Peter M A Sloot, and Rick Quax. 2022. “Refining the Causal Loop Diagram: A Tutorial for Maximizing the Contribution of Domain Expertise in Computational System Dynamics Modeling.” Psychological Methods, May. https://doi.org/10.1037/met0000484.
Cronbach, Lee J. 1957. “The Two Disciplines of Scientific Psychology.” American Psychologist 12: 671–84. https://doi.org/10.1037/h0043943.
Dablander, Fabian, and Max Hinne. 2019. “Node Centrality Measures Are a Poor Substitute for Causal Inference.” Scientific Reports 9 (1): 6846. https://doi.org/10.1038/s41598-019-43033-9.
Dablander, Fabian, Anton Pichler, Arta Cika, and Andrea Bacilieri. 2023. “Anticipating Critical Transitions in Psychological Systems Using Early Warning Signals: Theoretical and Practical Considerations.” Psychological Methods 28 (4): 765–90. https://doi.org/10.1037/met0000450.
Dablander, Fabian, and Riet van Bork. 2021. “Causal Inference.” In Network Psychometrics with R, 213–32. N Isvoranu, A. M., Epskamp, S., Waldorp, L. J., & Borsboom, D. (Eds.). Network Psychometrics with R: A Guide for Behavioral and Social Scientists. Routledge, Taylor & Francis Group. Routledge.
Dakos, Vasilis, Stephen R. Carpenter, William A. Brock, Aaron M. Ellison, Vishwesha Guttal, Anthony R. Ives, Sonia Kéfi, et al. 2012. “Methods for Detecting Early Warnings of Critical Transitions in Time Series Illustrated Using Simulated Ecological Data.” PloS One 7 (7): e41010. https://doi.org/10.1371/journal.pone.0041010.
Dalege, Jonas, Denny Borsboom, Frenk van Harreveld, and Han L. J. van der Maas. 2017. “Network Analysis on Attitudes: A Brief Tutorial.” Social Psychological and Personality Science 8 (5): 528–37. https://doi.org/10.1177/1948550617709827.
Dalege, Jonas, Denny Borsboom, Frenk van Harreveld, Helma van den Berg, Mark Conner, and Han L. J. van der Maas. 2016. “Toward a Formalized Account of Attitudes: The Causal Attitude Network (CAN) Model.” Psychological Review 123 (1): 2–22. https://doi.org/10.1037/a0039802.
Dalege, Jonas, Denny Borsboom, Frenk van Harreveld, and Han L. J. van der Maas. 2018. “The Attitudinal Entropy (AE) Framework as a General Theory of Individual Attitudes.” Psychological Inquiry 29 (4): 175–93. https://doi.org/10.1080/1047840X.2018.1537246.
Dalege, Jonas, and Han L. J. van der Maas. 2020. “Accurate by Being Noisy: A Formal Network Model of Implicit Measures of Attitudes.” Social Cognition 38 (Suppl): S26–41. https://doi.org/10.1521/soco.2020.38.supp.s26.
Dandekar, Pranav, Ashish Goel, and David T. Lee. 2013. “Biased Assimilation, Homophily, and the Dynamics of Polarization.” Proceedings of the National Academy of Sciences 110 (15): 5791–96. https://doi.org/10.1073/pnas.1217220110.
Dattagupta, S. 1981. “The Tricritical Point - a Qualitative Review.” Bull Mat Sci 3 (2): 133–39. https://doi.org/10.1007/BF02908488.
Daugherty, Darryl, Tairi Roque-Urrea, John Urrea-Roque, Jessica Troyer, Stephen Wirkus, and Mason A. Porter. 2009. “Mathematical Models of Bipolar Disorder.” Communications in Nonlinear Science and Numerical Simulation 14 (7): 2897–2908. https://doi.org/10.1016/j.cnsns.2008.10.027.
Dawkins, Richard. 1986. The blind watchmaker. New York : Norton. http://archive.org/details/blindwatchmaker0000dawk.
de Boer, Rob J. 2018. “Simple Phase Plane Analysis and Parameter Estimation in R,” no. 20.
de Mooij, Susanne M. M., Tessa F. Blanken, Raoul P. P. P. Grasman, Jennifer R. Ramautar, Eus J. W. Van Someren, and Han L. J. van der Maas. 2020. “Dynamics of Sleep: Exploring Critical Transitions and Early Warning Signals.” Computer Methods and Programs in Biomedicine 193 (September): 105448. https://doi.org/10.1016/j.cmpb.2020.105448.
de Ron, Jill, Marie Deserno, Donald J. Robinaugh, Denny Borsboom, and Han L. J. van der Maas. 2023. “Towards a General Modelling Framework of Resource Competition in Cognitive Development.” OSF Preprints. https://doi.org/10.31219/osf.io/sh6w7.
Deffuant, Guillaume, David Neau, Frederic Amblard, and Gérard Weisbuch. 2000. “Mixing Beliefs Among Interacting Agents.” Advances in Complex Systems (ACS) 03 (01n04): 87–98. https://doi.org/10.1142/S0219525900000078.
Dekker, Mark M., Anna S. von der Heydt, and Henk A. Dijkstra. 2018. “Cascading Transitions in the Climate System.” Earth System Dynamics 9 (4): 1243–60. https://doi.org/10.5194/esd-9-1243-2018.
DellaPosta, Daniel. 2020. “Pluralistic Collapse: The Oil Spill Model of Mass Opinion Polarization.” American Sociological Review 85 (3): 507–36. https://doi.org/10.1177/0003122420922989.
Den Hartigh, Ruud J. R., Marijn W. G. Van Dijk, Henderien W. Steenbeek, and Paul L. C. Van Geert. 2016. “A Dynamic Network Model to Explain the Development of Excellent Human Performance.” Frontiers in Psychology 7. https://doi.org/10.3389/fpsyg.2016.00532.
Deserno, Marie K., Denny Borsboom, Sander Begeer, Riet van Bork, Max Hinne, and Hilde M. Geurts. 2020. “Highways to Happiness for Autistic Adults? Perceived Causal Relations Among Clinicians.” PLOS ONE 15 (12): e0243298. https://doi.org/10.1371/journal.pone.0243298.
Dodson, M. M., and A. Hallam. 1977. “Allopatric Speciation and the Fold Catastrophe.” The American Naturalist 111 (979): 415–33. https://doi.org/10.1086/283176.
Doerig, Adrien, Aaron Schurger, and Michael H. Herzog. 2021. “Hard Criteria for Empirical Theories of Consciousness.” Cognitive Neuroscience 12 (2): 41–62. https://doi.org/10.1080/17588928.2020.1772214.
Dolan, Conor V., and Han L. J. van der Maas. 1998. “Fitting Multivariage Normal Finite Mixtures Subject to Structural Equation Modeling.” Psychometrika 63 (3): 227–53. https://doi.org/10.1007/BF02294853.
Dongen, Noah N’Djaye Nikolai van, Riet van Bork, Adam Finnemann, Han L. J. van der Maas, Donald J. Robinaugh, Jonas Haslbeck, Jill de Ron, Jan Sprenger, and Denny Borsboom. 2024. “Productive Explanation: A Framework for Evaluating Explanations in Psychological Scienc.” Psychologial Review. https://doi.org/10.31234/osf.io/qd69g.
Dorogovtsev, S. N., and J. F. F. Mendes. 2002. “Evolution of Networks.” Advances in Physics 51 (4): 1079–1187. https://doi.org/10.1080/00018730110112519.
Douglas, Karen M., Robbie M. Sutton, and Aleksandra Cichocka. 2017. “The Psychology of Conspiracy Theories.” Current Directions in Psychological Science 26: 538–42. https://doi.org/10.1177/0963721417718261.
Dresp-Langley, Birgitta. 2020. “Seven Properties of Self-Organization in the Human Brain.” Big Data and Cognitive Computing 2 (4): 10.
Duckworth, Angela, and James J. Gross. 2014. “Self-Control and Grit: Related but Separable Determinants of Success.” Current Directions in Psychological Science 23 (5): 319–25. https://doi.org/10.1177/0963721414541462.
Durlauf, Steven N., and H. Peyton Young. 2001. Social Dynamics. MIT Press.
Dutilh, Gilles, Eric-Jan Wagenmakers, Ingmar Visser, and van der Han L. J. Maas. 2011. “A Phase Transition Model for the Speed-Accuracy Trade-Off in Response Time Experiments.” Cognitive Science 35 (2): 211–50. https://doi.org/10.1111/j.1551-6709.2010.01147.x.
Ebaugh, Helen Rose Fuchs. 1988. Becoming an Ex: The Process of Role Exit. University of Chicago Press.
Edelman, Gerald M. 1987. Neural Darwinism: The Theory of Neuronal Group Selection. Neural Darwinism: The Theory of Neuronal Group Selection. New York, NY, US: Basic Books.
Eigen, Manfred, and Peter Schuster. 1979. The Hypercycle. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-642-67247-7.
Eldredge, Niles, and Stephen Jay Gould. 1972. “Punctuated Equilibria: An Alternative to Phyletic Gradualism.” In Models in Paleobiology, edited by Thomas J. M. Schopf, 82–115. Freeman Cooper.
Elo, Arpad E. 1978. The Rating of Chessplayers, Past and Present. New York: Arco Pub.
Elovainio, Marko, Jari Lipsanen, Laura Pulkki-Råback, Jaana Suvisaari, and Christian Hakulinen. 2021. “Is Symptom Connectivity Really the Most Important Issue in Depression? Depression as a Dynamic System of Interconnected Symptoms Revisited.” Journal of Psychiatric Research 142 (October): 250–57. https://doi.org/10.1016/j.jpsychires.2021.08.004.
Epskamp, Sacha, Denny Borsboom, and Eiko I. Fried. 2018. “Estimating Psychological Networks and Their Accuracy: A Tutorial Paper.” Behavior Research Methods 50 (1): 195–212. https://doi.org/10.3758/s13428-017-0862-1.
Epskamp, Sacha, Angélique O. J. Cramer, Lourens J. Waldorp, Verena D. Schmittmann, and Denny Borsboom. 2012. “Qgraph: Network Visualizations of Relationships in Psychometric Data.” Journal of Statistical Software 48 (May): 1–18. https://doi.org/10.18637/jss.v048.i04.
Epskamp, Sacha, Mijke Rhemtulla, and Denny Borsboom. 2017. “Generalized Network Psychometrics: Combining Network and Latent Variable Models.” Psychometrika 82 (4): 904–27. https://doi.org/10.1007/s11336-017-9557-x.
Epskamp, Sacha, Han L. J. van der Maas, Roseann E. Peterson, Hanna M. van Loo, Steven H. Aggen, and Kenneth S. Kendler. 2022. “Intermediate Stable States in Substance Use.” Addictive Behaviors 129 (June): 107252. https://doi.org/10.1016/j.addbeh.2022.107252.
Epskamp, Sacha, Lourens J. Waldorp, René Mõttus, and Denny Borsboom. 2018. “The Gaussian Graphical Model in Cross-Sectional and Time-Series Data.” Multivariate Behavioral Research 53 (4): 453–80. https://doi.org/10.1080/00273171.2018.1454823.
Epstein, Joshua M. 2006. Generative Social Science: Studies in Agent-Based Computational Modeling. Princeton University Press.
———. 2014. Agent_Zero: Toward Neurocognitive Foundations for Generative Social Science. Princeton University Press.
Epstein, Joshua M., and Robert Axtell. 1996. Growing Artificial Societies: Social Science from the Bottom up. Growing Artificial Societies: Social Science from the Bottom Up. Cambridge, MA, US: The MIT Press.
Eronen, Markus I., and Laura F. Bringmann. 2021. “The Theory Crisis in Psychology: How to Move Forward.” Perspectives on Psychological Science 16 (4): 779–88. https://doi.org/10.1177/1745691620970586.
Ferri, Irene, Albert Dı́az-Guilera, and Matteo Palassini. 2022. “Equilibrium and Dynamics of a Three-State Opinion Model.” arXiv. https://doi.org/10.48550/arXiv.2210.03054.
Festinger, Leon. 1962. A Theory of Cognitive Dissonance. A Theory of Cognitive Dissonance. Palo Alto, CA, US: Stanford Univer. Press.
Finnemann, Adam, Denny Borsboom, Sacha Epskamp, and Han L. J. van der Maas. 2021. “The Theoretical and Statistical Ising Model: A Practical Guide in R.” Psych 3 (4): 593–617. https://doi.org/10.3390/psych3040039.
Flache, Andreas, Michael Mäs, Thomas Feliciani, Edmund Chattoe-Brown, Guillaume Deffuant, Sylvie Huet, and Jan Lorenz. 2017. “Models of Social Influence: Towards the Next Frontiers.” Journal of Artificial Societies and Social Simulation 20 (4): 2. https://doi.org/10.18564/jasss.3521.
Flack, Jessica C. 2017. “Coarse-Graining as a Downward Causation Mechanism.” Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 375 (2109): 20160338. https://doi.org/10.1098/rsta.2016.0338.
Fodor, J. A. 1974. “Special Sciences (or: The Disunity of Science as a Working Hypothesis).” Synthese 28 (2): 97–115. https://doi.org/10.1007/BF00485230.
Forbes, Miriam K., Aidan G. C. Wright, Kristian E. Markon, and Robert F. Krueger. 2017. “Evidence That Psychopathology Symptom Networks Have Limited Replicability.” Journal of Abnormal Psychology 126: 969–88. https://doi.org/10.1037/abn0000276.
Forger, D B, M E Jewett, and R E Kronauer. 1999. “A Simpler Model of the Human Circadian Pacemaker.” Journal of Biological Rhythms 14 (6): 532–37. https://doi.org/10.1177/074873099129000867.
Forrester, Jay W. 1993. “System Dynamics and the Lessons of 35 Years.” In A Systems-Based Approach to Policymaking, edited by Kenyon B. De Greene, 199–240. Boston, MA: Springer US. https://doi.org/10.1007/978-1-4615-3226-2_7.
Fortmann-Roe, Scott. 2014. “Insight Maker: A General-Purpose Tool for Web-Based Modeling & Simulation.” Simulation Modelling Practice and Theory 47 (September): 28–45. https://doi.org/10.1016/j.simpat.2014.03.013.
Fortunato, Santo. 2004. “Universality of the Threshold for Complete Consensus for the Opinion Dynamics of Deffuant Et Al.” International Journal of Modern Physics C 15 (January): 1301–7. https://doi.org/10.1142/S0129183104006728.
Fowler, James H. 2005. “Second-Order Free-Riding Problem Solved?” Nature 437 (7058): E8–8. https://doi.org/10.1038/nature04201.
Franz, David J. 2022. Are Psychological Attributes Quantitative?’ Is Not an Empirical Question: Conceptual Confusions in the Measurement Debate.” Theory & Psychology 32 (1): 131–50. https://doi.org/10.1177/09593543211045340.
Fraser, Steven. 2008. The Bell Curve Wars: Race, Intelligence, and the Future of America. Basic Books.
Freitas, Ubiratan, Elise Roulin, Jean-François Muir, and Christophe Letellier. 2009. “Identifying Chaos from Heart Rate: The Right Task?” Chaos: An Interdisciplinary Journal of Nonlinear Science 19 (2): 028505. https://doi.org/10.1063/1.3139116.
Fried, Eiko I., and Angélique O. J. Cramer. 2017. “Moving Forward: Challenges and Directions for Psychopathological Network Theory and Methodology.” Perspectives on Psychological Science 12 (6): 999–1020. https://doi.org/10.1177/1745691617705892.
Fried, Eiko I., Sacha Epskamp, Randolph M. Nesse, Francis Tuerlinckx, and Denny Borsboom. 2016. “What Are ’Good’ Depression Symptoms? Comparing the Centrality of DSM and Non-DSM Symptoms of Depression in a Network Analysis.” Journal of Affective Disorders 189 (January): 314–20. https://doi.org/10.1016/j.jad.2015.09.005.
Friedkin, Noah E., and Eugene C. Johnsen. 1990. “Social Influence and Opinions.” The Journal of Mathematical Sociology 15 (3-4): 193–206. https://doi.org/10.1080/0022250X.1990.9990069.
Friedman, Jerome, Trevor Hastie, and Robert Tibshirani. 2008. “Sparse Inverse Covariance Estimation with the Graphical Lasso.” Biostatistics 9 (3): 432–41. https://doi.org/10.1093/biostatistics/kxm045.
Friston, Karl. 2009. “The Free-Energy Principle: A Rough Guide to the Brain?” Trends in Cognitive Sciences 13 (7): 293–301. https://doi.org/10.1016/j.tics.2009.04.005.
Fuchs, Armin, and Scott Kelso. 2018. “Coordination Dynamics and Synergetics: From Finger Movements to Brain Patterns and Ballet Dancing.” In Complexity and Synergetics, 301–16. https://doi.org/10.1007/978-3-319-64334-2_23.
Fürstenau, Norbert. 2014. “Simulating Bistable Perception with Interrupted Ambiguous Stimulus Using Self-Oscillator Dynamics with Percept Choice Bifurcation.” Cognitive Processing 15 (4): 467–90. https://doi.org/10.1007/s10339-014-0630-4.
Fytas, Nikolaos G., Victor Martin-Mayor, Marco Picco, and Nicolas Sourlas. 2018. “Review of Recent Developments in the Random-Field Ising Model.” Journal of Statistical Physics 172 (2): 665–72. https://doi.org/10.1007/s10955-018-1955-7.
Galam, Serge. 2008. “Sociophysics: A Review of Galam Models.” International Journal of Modern Physics C 19 (03): 409–40. https://doi.org/10.1142/S0129183108012297.
Galam, Serge, Yuval Gefen, and Yonathan Shapir. 1982. “Sociophysics: A New Approach of Sociological Collective Behaviour. I. Mean-Behaviour Description of a Strike.” The Journal of Mathematical Sociology 9 (1): 1–13. https://doi.org/10.1080/0022250X.1982.9989929.
Gale, D., and L. S. Shapley. 1962. “College Admissions and the Stability of Marriage.” The American Mathematical Monthly 69 (1): 9–15. https://doi.org/10.2307/2312726.
Galesic, Mirta, Daniel Barkoczi, Andrew M. Berdahl, Dora Biro, Giuseppe Carbone, Ilaria Giannoccaro, Robert L. Goldstone, et al. 2023. “Beyond Collective Intelligence: Collective Adaptation.” Journal of The Royal Society Interface 20 (200): 20220736. https://doi.org/10.1098/rsif.2022.0736.
Galton, Francis. 1907. “Vox Populi.” Nature 75 (1949): 450–51. https://doi.org/10.1038/075450a0.
Garc, P., and Callegari Pe. 2015. “Analysis of EEG Signals Using Nonlinear Dynamics and Chaos: A Review.” In. https://www.semanticscholar.org/paper/Analysis-of-EEG-Signals-using-Nonlinear-Dynamics-A-Garc-Pe/7c7bae15b868a68049d017edd27031c2746e20e4.
Garcez, Artur d’Avila, and Luı́s C. Lamb. 2023. “Neurosymbolic AI: The 3rd Wave.” Artificial Intelligence Review 56 (11): 12387–406. https://doi.org/10.1007/s10462-023-10448-w.
Gärtner, Klaus. 1990. “A Third Component Causing Random Variability Beside Environment and Genotype. A Reason for the Limited Success of a 30 Year Long Effort to Standardize Laboratory Animals?” Laboratory Animals 24 (1): 71–77. https://doi.org/10.1258/002367790780890347.
Gauvin, L., J. Vannimenus, and J.-P. Nadal. 2009. “Phase Diagram of a Schelling Segregation Model.” The European Physical Journal B 70 (2): 293–304. https://doi.org/10.1140/epjb/e2009-00234-0.
Ghatak, Abhijit. 2019. Deep Learning with R. Singapore: Springer. https://doi.org/10.1007/978-981-13-5850-0.
Gibson, James J. 2014. The Ecological Approach to Visual Perception: Classic Edition. New York: Psychology Press. https://doi.org/10.4324/9781315740218.
Gilmore, Robert. 1993. Catastrophe Theory for Scientists and Engineers. Courier Corporation.
Goldstone, Robert L., and Marco A. Janssen. 2005. “Computational Models of Collective Behavior.” Trends in Cognitive Sciences 9 (9): 424–30. https://doi.org/10.1016/j.tics.2005.07.009.
Gottman, John M., and Robert W. Levenson. 1992. “Marital Processes Predictive of Later Dissolution: Behavior, Physiology, and Health.” Journal of Personality and Social Psychology 63: 221–33. https://doi.org/10.1037/0022-3514.63.2.221.
Gottman, John M., James D. Murray, Catherine C. Swanson, Rebecca Tyson, and Kristin R. Swanson. 2002. The Mathematics of Marriage: Dynamic Nonlinear Models. The Mathematics of Marriage: Dynamic Nonlinear Models. Cambridge, MA, US: MIT Press.
Granovetter, Mark. 1973. “The Strength of Weak Ties.” American Journal of Sociology 78 (6): 1360–80. https://doi.org/10.1086/225469.
———. 1978. “Threshold Models of Collective Behavior.” The American Journal of Sociology 83 (6): 1420–43. https://doi.org/10.1086/226707.
Grasman, Raoul, Han L. J. van der Maas, and Eric-Jan Wagenmakers. 2009. “Fitting the Cusp Catastrophe in R: A Cusp Package Primer.” Journal of Statistical Software 032 (i08). https://ideas.repec.org/a/jss/jstsof/v032i08.html.
Grauwin, Sebastian, Guillaume Beslon, Éric Fleury, Sara Franceschelli, Celine Robardet, Jean-Baptiste Rouquier, and Pablo Jensen. 2012. “Complex Systems Science: Dreams of Universality, Interdisciplinarity Reality.” Journal of the American Society for Information Science and Technology 63 (7): 1327–38. https://doi.org/10.1002/asi.22644.
Groot, S. R. De, and P. Mazur. 2013. Non-Equilibrium Thermodynamics. Courier Corporation.
Grossberg, Stephen, and Baingio Pinna. 2012. “Neural Dynamics of Gestalt Principles of Perceptual Organization: From Grouping to Shape and Meaning.” GESTALT THEORY 34.
Guastello, Stephen J. 1982. “Moderator Regression and the Cusp Catastrophe: Application of Two-Stage Personnel Selection, Training, Therapy, and Policy Evaluation.” Behavioral Science 27 (3): 259–72. https://doi.org/10.1002/bs.3830270305.
———. 1984. “Cusp and Butterfly Catastrophe Modeling of Two Opponent Process Models: Drug Addiction and Work Performance.” Behavioral Science 29 (4): 258262. https://www.proquest.com/docview/1301285594/citation/C898CBB773DF4B72PQ/1.
Guastello, Stephen J., Matthijs Koopmans, and David Pincus. 2008. Chaos and Complexity in Psychology: The Theory of Nonlinear Dynamical Systems. Cambridge University Press.
Guckenheimer, John, and Philip Holmes. 1983. “Global Bifurcations.” In Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields, edited by John Guckenheimer and Philip Holmes, 289–352. Applied Mathematical Sciences. New York, NY: Springer. https://doi.org/10.1007/978-1-4612-1140-2_6.
Güémez, J., C. Fiolhais, and M. Fiolhais. 2002. “The Cartesian Diver and the Fold Catastrophe.” American Journal of Physics 70 (7): 710–14. https://doi.org/10.1119/1.1477433.
Guimerà, Roger, Brian Uzzi, Jarrett Spiro, and Luı́s A. Nunes Amaral. 2005. “Team Assembly Mechanisms Determine Collaboration Network Structure and Team Performance.” Science 308 (5722): 697–702. https://doi.org/10.1126/science.1106340.
Haig, Brian D. 2005. “An Abductive Theory of Scientific Method.” Psychological Methods 10 (4): 371–88. https://doi.org/10.1037/1082-989X.10.4.371.
———. 2014. Investigating the Psychological World: Scientific Method in the Behavioral Sciences. MIT Press.
Haken, Hermann. 1977. “Synergetics.” Physics Bulletin 28 (9): 412. https://doi.org/10.1088/0031-9112/28/9/027.
———. 1992. “Synergetics in Psychology.” In Self-Organization and Clinical Psychology: Empirical Approaches to Synergetics in Psychology, edited by Wolfgang Tschacher, Günter Schiepek, and Ewald Johannes Brunner, 32–54. Springer Series in Synergetics. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-642-77534-5_2.
Haken, Hermann, J. A. S. Kelso, and H. Bunz. 1985. “A Theoretical Model of Phase Transitions in Human Hand Movements.” Biological Cybernetics 51 (5): 347–56. https://doi.org/10.1007/BF00336922.
Hamaker, Ellen L., E. Ceulemans, R. P. P. P. Grasman, and F. Tuerlinckx. 2015. “Modeling Affect Dynamics: State of the Art and Future Challenges.” Emotion Review 7 (4): 316–22. https://doi.org/10.1177/1754073915590619.
Hamaker, Ellen L., Zhiyong Zhang, and Han L. J. van der Maas. 2009. “Using Threshold Autoregressive Models to Study Dyadic Interactions.” Psychometrika 74 (4): 727–45. https://doi.org/10.1007/s11336-009-9113-4.
Hameroff, Stuart, and Roger Penrose. 1996. “Orchestrated Reduction of Quantum Coherence in Brain Microtubules: A Model for Consciousness.” Mathematics and Computers in Simulation 40 (3): 453–80. https://doi.org/10.1016/0378-4754(96)80476-9.
Hardin, Garrett. 1968. “The Tragedy of the Commons 162.
Hardy, Lew. 1996. “Testing the Predictions of the Cusp Catastrophe Model of Anxiety and Performance.” The Sport Psychologist 10 (2): 140–56. https://doi.org/10.1123/tsp.10.2.140.
Hardy, Lew, and Gaynor Parfitt. 1991. “A Catastrophe Model of Anxiety and Performance.” British Journal of Psychology 82 (2): 163–78. https://doi.org/10.1111/j.2044-8295.1991.tb02391.x.
Hardy, Lew, Tim Woodman, and Stephen Carrington. 2004. “Is Self-Confidence a Bias Factor in Higher-Order Catastrophe Models? An Exploratory Analysis.” Journal of Sport and Exercise Psychology 26 (3): 359–68. https://doi.org/10.1123/jsep.26.3.359.
Harezlak, Katarzyna, and Pawel Kasprowski. 2018. “Searching for Chaos Evidence in Eye Movement Signals.” Entropy 20 (1): 32. https://doi.org/10.3390/e20010032.
Haslbeck, Jonas M. B., and Oisı́n Ryan. 2022. “Recovering Within-Person Dynamics from Psychological Time Series.” Multivariate Behavioral Research 57 (5): 735–66. https://doi.org/10.1080/00273171.2021.1896353.
Hassell, M. P., J. H. Lawton, and R. M. May. 1976. “Patterns of Dynamical Behaviour in Single-Species Populations.” Journal of Animal Ecology 45 (2): 471–86. https://doi.org/10.2307/3886.
Hayes, Adele M., and Leigh A. Andrews. 2020. “A Complex Systems Approach to the Study of Change in Psychotherapy.” BMC Medicine 18 (1): 197. https://doi.org/10.1186/s12916-020-01662-2.
Heath, Richard A. 2000. Nonlinear Dynamics: Techniques and Applications in Psychology. 1st edition. Mahwah, N.J: Psychology Press.
Hebb, D. O. 1949. The Organization of Behavior; a Neuropsychological Theory. The Organization of Behavior; a Neuropsychological Theory. Oxford, England: Wiley.
Heckman, James J. 1995. “Lessons from the Bell Curve.” Journal of Political Economy 103 (5): 1091–1120. https://doi.org/10.1086/262014.
Hegselmann, Rainer. 2017. “Thomas C. Schelling and James M. Sakoda: The Intellectual, Technical, and Social History of a Model.” Journal of Artificial Societies and Social Simulation 20 (3): 15. https://doi.org/10.18564/jasss.3511.
Heider, Fritz. 1946. “Attitudes and Cognitive Organization.” The Journal of Psychology 21 (1): 107–12. https://doi.org/10.1080/00223980.1946.9917275.
Helbing, Dirk, and Péter Molnár. 1995. “Social Force Model for Pedestrian Dynamics.” Physical Review E 51 (5): 4282–86. https://doi.org/10.1103/PhysRevE.51.4282.
Hendrikse, Sophie, Jan Treur, and Sander Koole. 2023. “Modeling Emerging Interpersonal Synchrony and Its Related Adaptive Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-Adaptive Neural Agent Model.” International Journal of Neural Systems, April. https://doi.org/10.1142/S0129065723500387.
Heylighen, Francis. 2009. “Complexity and Self-Organization.” In, 3rd ed. CRC Press.
Hirsch, Morris W. 1985. “Systems of Differential Equations That Are Competitive or Cooperative II: Convergence Almost Everywhere.” SIAM Journal on Mathematical Analysis 16 (3): 423–39. https://doi.org/10.1137/0516030.
Hoel, Erik P., Larissa Albantakis, and Giulio Tononi. 2013. “Quantifying Causal Emergence Shows That Macro Can Beat Micro.” Proceedings of the National Academy of Sciences 110 (49): 19790–95. https://doi.org/10.1073/pnas.1314922110.
Hoffmann, Geoffrey W, Maurice W Benson, Geoffrey M Bree, and Paul E Kinahan. 1986. “A Teachable Neural Network Based on an Unorthodox Neuron.” Physica D: Nonlinear Phenomena, Proceedings of the Fifth Annual International Conference, 22 (1): 233–46. https://doi.org/10.1016/0167-2789(86)90243-5.
Hofstadter, Douglas R. 1979. Gödel, Escher, Bach: An Eternal Golden Braid. Vintage Books.
———. 2007. I Am a Strange Loop. New York: Basic Books.
Holland, John H. 1992a. “Genetic Algorithms.” Scientific American 267 (1): 66–73. https://doi.org/10.1038/scientificamerican0792-66.
———. 1992b. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence. MIT Press.
Holyst, Janusz A., Krzysztof Kacperski, and Frank Schweitzer. 2001. “Social Impact Models of Opinion Dynamics.” In Annual Reviews of Computational Physics IX, Volume 9:253–73. Annual Reviews of Computational Physics. WORLD SCIENTIFIC. https://doi.org/10.1142/9789812811578_0005.
Huth, Karoline, Jill de Ron, Judy Luigjes, Anneke Goudriaan, Reza Mohammadi, Ruth van Holst, Eric-Jan Wagenmakers, and Maarten Marsman. 2023. “Bayesian Analysis of Cross-sectional Networks: A Tutorial in R and JASP.” PsyArXiv. https://doi.org/10.31234/osf.io/ub5tc.
Isvoranu, Adela-Maria, Sacha Epskamp, Lourens J. Waldorp, and Denny Borsboom. 2022. Network Psychometrics with R: A Guide for Behavioral and Social Scientists. Taylor & Francis Limited.
Izhikevich, Eugene M. 1998. “Multiple Cusp bifurcations1This Paper Received the SIAM Award as the Best Student Paper in Applied Mathematics in 1995. It Was Written While the Author Was a Graduate Student at Department of Mathematics, Michigan State University, and Was Supported in Part by NSF Grant DMS 9206677.12This Work Could Not Be Accomplished Without Dr. Frank Hoppensteadt. I Am Very Grateful for All Kinds of Investments He Made in Me and My Research.23This Paper Is Dedicated to Frank C. Hoppensteadt on the Occasion of His 60th Birthday.3.” Neural Networks 11 (3): 495–508. https://doi.org/10.1016/S0893-6080(97)00117-2.
Izhikevich, Eugene M., and Richard FitzHugh. 2006. FitzHugh-Nagumo Model.” Scholarpedia 1 (9): 1349. https://doi.org/10.4249/scholarpedia.1349.
Jacobson, Michael J., James A. Levin, and Manu Kapur. 2019. “Education as a Complex System: Conceptual and Methodological Implications.” Educational Researcher 48 (2): 112–19. https://doi.org/10.3102/0013189X19826958.
Jager, Wander. 2017. “Enhancing the Realism of Simulation (EROS): On Implementing and Developing Psychological Theory in Social Simulation.” Journal of Artificial Societies and Social Simulation 20 (3): 1–14. https://doi.org/10.18564/jasss.3522.
Jager, Wander, and Frédéric Amblard. 2005. “Uniformity, Bipolarization and Pluriformity Captured as Generic Stylized Behavior with an Agent-Based Simulation Model of Attitude Change.” Computational & Mathematical Organization Theory 10 (4): 295–303. https://doi.org/10.1007/s10588-005-6282-2.
James, Nicholas A., and David S. Matteson. 2014. Ecp : An R Package for Nonparametric Multiple Change Point Analysis of Multivariate Data.” Journal of Statistical Software 62 (7). https://doi.org/10.18637/jss.v062.i07.
Jansen, Brenda R. J., and Han L. J. van der Maas. 2001. “Evidence for the Phase Transition from Rule I to Rule II on the Balance Scale Task.” Developmental Review 21 (4): 450494. https://doi.org/10.1006/drev.2001.0530.
Jędrzejewski, Arkadiusz, and Katarzyna Sznajd-Weron. 2019. “Statistical Physics Of Opinion Formation: Is It a SPOOF?” Comptes Rendus Physique 20 (4): 244–61. https://doi.org/10.1016/j.crhy.2019.05.002.
Johnson, Chris J., Matthew A. Mumma, and Martin-Hugues St-Laurent. 2019. “Modeling Multispecies Predatorprey Dynamics: Predicting the Outcomes of Conservation Actions for Woodland Caribou.” Ecosphere 10 (3): e02622. https://doi.org/10.1002/ecs2.2622.
Jones, Payton J., Ruofan Ma, and Richard J. McNally. 2021. “Bridge Centrality: A Network Approach to Understanding Comorbidity.” Multivariate Behavioral Research 56 (2): 353–67. https://doi.org/10.1080/00273171.2019.1614898.
Jusup, Marko, Petter Holme, Kiyoshi Kanazawa, Misako Takayasu, Ivan Romić, Zhen Wang, Sunčana Geček, et al. 2022. “Social Physics.” Physics Reports, Social physics, 948 (February): 1–148. https://doi.org/10.1016/j.physrep.2021.10.005.
Kalantari, Somayeh, Eslam Nazemi, and Behrooz Masoumi. 2020. “Emergence Phenomena in Self-Organizing Systems: A Systematic Literature Review of Concepts, Researches, and Future Prospects.” Journal of Organizational Computing and Electronic Commerce 30 (3): 224–65. https://doi.org/10.1080/10919392.2020.1748977.
Kalisch, Raffael, Angélique O. J. Cramer, Harald Binder, Jessica Fritz, IJsbrand Leertouwer, Gabriela Lunansk, Benjamin Meyer, Jens Timiner, Ilya M. Veer, and Anne-Laura Van Harmelen. 2019. “Deconstructing and Reconstructing Resilience: A Dynamic Network Approach.” Perspectives on Psychological Science 14 (5): 765–77. https://doi.org/10.1177/1745691619855637.
Karau, Steven J., and Kipling D. Williams. 1993. “Social Loafing: A Meta-Analytic Review and Theoretical Integration.” Journal of Personality and Social Psychology 65: 681–706. https://doi.org/10.1037/0022-3514.65.4.681.
Kargarnovin, Shaida, Christopher Hernandez, Farzad V. Farahani, and Waldemar Karwowski. 2023. “Evidence of Chaos in Electroencephalogram Signatures of Human Performance: A Systematic Review.” Brain Sciences 13 (5): 813. https://doi.org/10.3390/brainsci13050813.
Kauffman, Stuart A. 1993. The Origins of Order: Self-Organization and Selection in Evolution. 1st edition. New York: Oxford University Press.
Kelso, J. A. S. 1995. Dynamic Patterns: The Self-Organization of Brain and Behavior. Dynamic Patterns: The Self-Organization of Brain and Behavior. Cambridge, MA, US: The MIT Press.
———. 2021. “The Haken (HKB) Model: From Matter to Movement to Mind.” Biological Cybernetics 115 (4): 305–22. https://doi.org/10.1007/s00422-021-00890-w.
Kelso, J. A. S., J. P. Scholz, and G. Schöner. 1986. “Nonequilibrium Phase Transitions in Coordinated Biological Motion: Critical Fluctuations.” Physics Letters A 118 (6): 279–84. https://doi.org/10.1016/0375-9601(86)90359-2.
Kim, Jaegwon. 2006. “Emergence: Core Ideas and Issues.” Synthese 151 (3): 547–59. https://doi.org/10.1007/s11229-006-9025-0.
Klinkenberg, S., M Straatemeier, and Han L. J. van der Maas. 2011. “Computer Adaptive Practice of Maths Ability Using a New Item Response Model for on the Fly Ability and Difficulty Estimation.” Computers & Education 57: 1813–24.
Klose, Ann Kristin, Volker Karle, Ricarda Winkelmann, and Jonathan F. Donges. 2020. “Emergence of Cascading Dynamics in Interacting Tipping Elements of Ecology and Climate.” Royal Society Open Science 7 (6): 200599. https://doi.org/10.1098/rsos.200599.
Knyspel, Jacob, and Robert Plomin. 2024. “Comparing Factor and Network Models of Cognitive Abilities Using Twin Data.” Intelligence 104 (May): 101833. https://doi.org/10.1016/j.intell.2024.101833.
Kossakowski, Jolanda J., Lourens J. Waldorp, and Han L. J. van der Maas. 2021. “The Search for Causality: A Comparison of Different Techniques for Causal Inference Graphs.” Psychological Methods 26: 719–42. https://doi.org/10.1037/met0000390.
Kosterlitz, J. M. 1974. “The Critical Properties of the Two-Dimensional Xy Model.” Journal of Physics C: Solid State Physics 7 (6): 1046. https://doi.org/10.1088/0022-3719/7/6/005.
Krakauer, David C. 2023. “Symmetrysimplicity, Broken Symmetrycomplexity.” Interface Focus 13 (3): 20220075. https://doi.org/10.1098/rsfs.2022.0075.
———. 2024. “The Complex World: An Introduction to the Foundations of Complexity Science.” In Foundational Papers in Complexity Science, edited by David C. Krakauer, 1:Intro-1-99. Santa Fe, NM: SFI Press.
Kreitler, Shulamith, and Hans Kreitler. 1989. “Horizontal Decalage: A Problem and Its Solution.” Cognitive Development 4 (1): 89–119. https://doi.org/10.1016/0885-2014(89)90006-3.
Kruis, Joost, Gunter K. J. Maris, Maarten Marsman, Maria Bolsinova, and Han L. J. van der Maas. 2020. “Deviations of Rational Choice: An Integrative Explanation of the Endowment and Several Context Effects.” Scientific Reports 10 (1): 16226. https://doi.org/10.1038/s41598-020-73181-2.
Kruse, Peter, and Michael Stadler. 2012. Ambiguity in Mind and Nature: Multistable Cognitive Phenomena. Springer Science & Business Media.
Kuramoto, Yoshiki. 1984. “Chemical Turbulence.” In Chemical Oscillations, Waves, and Turbulence, edited by Yoshiki Kuramoto, 111–40. Springer Series in Synergetics. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-642-69689-3_7.
Ladyman, James, James Lambert, and Karoline Wiesner. 2013. “What Is a Complex System?” European Journal for Philosophy of Science 3 (1): 33–67. https://doi.org/10.1007/s13194-012-0056-8.
Lange, Jens, and Janis H. Zickfeld. 2021. “Emotions as Overlapping Causal Networks of Emotion Components: Implications and Methodological Approaches.” Emotion Review 13 (2): 157–67. https://doi.org/10.1177/1754073920988787.
Langton, Chris G. 1990. “Computation at the Edge of Chaos: Phase Transitions and Emergent Computation.” Physica D: Nonlinear Phenomena 42 (1): 12–37. https://doi.org/10.1016/0167-2789(90)90064-V.
Latané, Bibb. 1981. “The Psychology of Social Impact.” American Psychologist 36: 343–56. https://doi.org/10.1037/0003-066X.36.4.343.
Latané, Bibb, and Andrzej Nowak. 1994. “Attitudes as Catastrophes: From Dimensions to Categories with Increasing Involvement.” In Dynamical Systems in Social Psychology, 219–49. San Diego, CA, US: Academic Press.
Leemput, van de Ingrid A., Marieke Wichers, Angélique O. J. Cramer, Denny Borsboom, Francis Tuerlinckx, Peter Kuppens, van Egbert H. Nes, et al. 2014. “Critical Slowing down as Early Warning for the Onset and Termination of Depression.” Proceedings of the National Academy of Sciences 111 (1): 87–92. https://doi.org/10.1073/pnas.1312114110.
Leggio, Lorenzo, George A. Kenna, Miriam Fenton, Erica Bonenfant, and Robert M. Swift. 2009. “Typologies of Alcohol Dependence. From Jellinek to Genetics and Beyond.” Neuropsychology Review 19 (1): 115–29. https://doi.org/10.1007/s11065-008-9080-z.
Lei, Min, Zhizhong Wang, and Zhengjin Feng. 2001. “Detecting Nonlinearity of Action Surface EMG Signal.” Physics Letters A 290 (5): 297–303. https://doi.org/10.1016/S0375-9601(01)00668-5.
Lemke, Jay L., and Nora H. Sabelli. 2008. “Complex Systems and Educational Change: Towards a New Research Agenda.” In Complexity Theory and the Philosophy of Education, 112–23. John Wiley & Sons, Ltd. https://doi.org/10.1002/9781444307351.ch8.
Lewenstein, Maciej, Andrzej Nowak, and Bibb Latané. 1992. “Statistical Mechanics of Social Impact.” Physical Review A 45 (2): 763–76. https://doi.org/10.1103/PhysRevA.45.763.
Li, Ke, Haiming Liang, Gang Kou, and Yucheng Dong. 2020. “Opinion Dynamics Model Based on the Cognitive Dissonance: An Agent-Based Simulation.” Information Fusion 56 (April): 1–14. https://doi.org/10.1016/j.inffus.2019.09.006.
Loehle, Craig. 1989. “Catastrophe Theory in Ecology: A Critical Review and an Example of the Butterfly Catastrophe.” Ecological Modelling 49 (1): 125–52. https://doi.org/10.1016/0304-3800(89)90047-1.
Lorenz, Edward N. 1963. “Deterministic Nonperiodic Flow.” Journal of the Atmospheric Sciences 20 (2): 130–41. https://doi.org/10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2.
Lorenz, Jan. 2007. “Continuous Opinion Dynamics Under Bounded Confidence: A Survey.” International Journal of Modern Physics C 18 (12): 1819–38. https://doi.org/10.1142/S0129183107011789.
Love, Jonathon, Ravi Selker, Maarten Marsman, Tahira Jamil, Damian Dropmann, Josine Verhagen, Alexander Ly, et al. 2019. JASP: Graphical Statistical Software for Common Statistical Designs.” Journal of Statistical Software 88 (January): 1–17. https://doi.org/10.18637/jss.v088.i02.
Lowery, Megan R., Malissa A. Clark, and Nathan T. Carter. 2021. “The Balancing Act of Performance: Psychometric Networks and the Causal Interplay of Organizational Citizenship and Counterproductive Work Behaviors.” Journal of Vocational Behavior 125 (March): 103527. https://doi.org/10.1016/j.jvb.2020.103527.
Ludwig, D., D. D. Jones, and C. S. Holling. 1978. “Qualitative Analysis of Insect Outbreak Systems: The Spruce Budworm and Forest.” Journal of Animal Ecology 47 (1): 315–32. https://doi.org/10.2307/3939.
Lumsden, James. 1976. “Test Theory.” Annual Review of Psychology 27: 251–80. https://doi.org/10.1146/annurev.ps.27.020176.001343.
Lunansky, Gabriela, Jasper Naberman, Claudia D. van Borkulo, Chen Chen, Li Wang, and Denny Borsboom. 2022. “Intervening on Psychopathology Networks: Evaluating Intervention Targets Through Simulations.” Methods 204 (August): 29–37. https://doi.org/10.1016/j.ymeth.2021.11.006.
Lurie, Daniel J., Daniel Kessler, Danielle S. Bassett, Richard F. Betzel, Michael Breakspear, Shella Kheilholz, Aaron Kucyi, et al. 2020. “Questions and Controversies in the Study of Time-Varying Functional Connectivity in Resting fMRI.” Network Neuroscience 4 (1): 30–69. https://doi.org/10.1162/netn_a_00116.
Macy, M. W., A. Flache, and K. Takacs. 2006. “What Sustains Stable Cultural Diversity and What Undermines It? Axelrod and Beyond. Peer Review.” In Advancing Social Simulation: Proceedings of the First World Congress on Social Simulation, edited by null S. Takahashi, 9–16. Kyoto, Japan: Springer.
Mahmoud, Hosam. 2008. Polya Urn Models. CRC Press.
Maris, Gunter K. J., and Han L. J. van der Maas. 2012. “Speed-Accuracy Response Models: Scoring Rules Based on Response Time and Accuracy.” Psychometrika 77 (4): 615–33. https://doi.org/10.1007/s11336-012-9288-y.
Marsman, Maarten, Denny Borsboom, Joost Kruis, Sacha Epskamp, Riet van Bork, Lourens J. Waldorp, Han L. J. van der Maas, and Gunter K. J. Maris. 2018. “An Introduction to Network Psychometrics: Relating Ising Network Models to Item Response Theory Models.” Multivariate Behavioral Research 53 (1): 15–35. https://doi.org/10.1080/00273171.2017.1379379.
Marsman, Maarten, and Mijke Rhemtulla. 2022. “Guest EditorsIntroduction to The Special Issue Network Psychometrics in Action: Methodological Innovations Inspired by Empirical Problems.” Psychometrika 87 (1): 1–11. https://doi.org/10.1007/s11336-022-09861-x.
Martins, André C. R. 2008. “Continuous Opinions and Discrete Actions in Opinion Dynamics Problems.” International Journal of Modern Physics C 19 (04): 617–24. https://doi.org/10.1142/S0129183108012339.
Masuda, Naoki. 2014. “Voter Model on the Two-Clique Graph.” Physical Review E 90 (1): 012802. https://doi.org/10.1103/PhysRevE.90.012802.
May, Edited by Professor Lord Robert, of Oxford, and Angela McLean, eds. 2007. Theoretical Ecology: Principles and Applications. Third Edition, Third Edition. Oxford, New York: Oxford University Press.
Mazanov, Jason, and D. G. Byrne. 2006. “A Cusp Catastrophe Model Analysis of Changes in Adolescent Substance Use: Assessment of Behavioural Intention as a Bifurcation Variable.” Nonlinear Dynamics, Psychology, and Life Sciences 10: 445–70.
McGeer, T. 1990. “Passive Walking with Knees.” In, IEEE International Conference on Robotics and Automation Proceedings, 1640–1645 vol.3. https://doi.org/10.1109/ROBOT.1990.126245.
McGrath, Thomas, Andrei Kapishnikov, Nenad Tomašev, Adam Pearce, Martin Wattenberg, Demis Hassabis, Been Kim, Ulrich Paquet, and Vladimir Kramnik. 2022. “Acquisition of Chess Knowledge in AlphaZero.” Proceedings of the National Academy of Sciences 119 (47): e2206625119. https://doi.org/10.1073/pnas.2206625119.
McLachlan, Geoffrey J., Sharon X. Lee, and Suren I. Rathnayake. 2019. “Finite Mixture Models.” Annual Review of Statistics and Its Application 6 (1): 355–78. https://doi.org/10.1146/annurev-statistics-031017-100325.
McRobie, Allan. 2017. The Seduction of Curves: The Lines of Beauty That Connect Mathematics, Art, and the Nude. Princeton University Press.
Meadows, Donella H. 2008. Thinking in Systems: A Primer. Chelsea Green Publishing.
Meena, Chandrakala, Chittaranjan Hens, Suman Acharyya, Simcha Haber, Stefano Boccaletti, and Baruch Barzel. 2023. “Emergent Stability in Complex Network Dynamics.” Nature Physics, April, 1–10. https://doi.org/10.1038/s41567-023-02020-8.
Michell, Joel. 1997. “Quantitative Science and the Definition of Measurement in Psychology.” British Journal of Psychology 88 (3): 355–83. https://doi.org/10.1111/j.2044-8295.1997.tb02641.x.
———. 1999. Measurement in Psychology: A Critical History of a Methodological Concept. Cambridge University Press.
———. 2008. “Is Psychometrics Pathological Science?” Measurement: Interdisciplinary Research and Perspectives 6 (January): 7–24. https://doi.org/10.1080/15366360802035489.
Miller, John H., and Scott E. Page. 2007. Complex Adaptive Systems: An Introduction to Computational Models of Social Life. Complex Adaptive Systems: An Introduction to Computational Models of Social Life. Princeton, NJ, US: Princeton University Press.
Mitchell, Melanie. 1998. An Introduction to Genetic Algorithms. MIT Press.
———. 2009. Complexity: A Guided Tour. Oxford University Press.
Molenaar, Peter C. M. 2004. “A Manifesto on Psychology as Idiographic Science: Bringing the Person Back Into Scientific Psychology, This Time Forever.” Measurement: Interdisciplinary Research and Perspectives 2 (4): 201–18. https://doi.org/10.1207/s15366359mea0204_1.
Molenaar, Peter C. M., Dorret I. Boomsma, and Conor V. Dolan. 1993. “A Third Source of Developmental Differences.” Behavior Genetics 23 (6): 519–24. https://doi.org/10.1007/BF01068142.
Molenaar, Peter C. M., and Louis Oppenheimer. 1985. “Dynamic Models of Development and the Mechanistic-Organismic Controversy.” New Ideas in Psychology 3 (3): 233–42. https://doi.org/10.1016/0732-118X(85)90017-0.
Monroe, Brian M., and Stephen J. Read. 2008. “A General Connectionist Model of Attitude Structure and Change: The ACS (Attitudes as Constraint Satisfaction) Model.” Psychological Review 115: 733–59. https://doi.org/10.1037/0033-295X.115.3.733.
Monsivais-Velazquez, Daniel, Kunal Bhattacharya, Rafael A. Barrio, Philip K. Maini, and Kimmo K. Kaski. 2020. “Dynamics of Hierarchical Weighted Networks of van Der Pol Oscillators.” Chaos (Woodbury, N.Y.) 30 (12): 123146. https://doi.org/10.1063/5.0010638.
Morel, Benoit, and Rangaraj Ramanujam. 1999. “Through the Looking Glass of Complexity: The Dynamics of Organizations as Adaptive and Evolving Systems.” Organization Science 10 (3): 278–93. https://doi.org/10.1287/orsc.10.3.278.
Murray, James D. 1989. Mathematical Biology. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-662-08539-4.
———. 2002. Mathematical Biology. 3rd ed. Interdisciplinary Applied Mathematics. New York: Springer.
Needham, Amy Work, and Eliza L. Nelson. 2023. “How Babies Use Their Hands to Learn about Objects: Exploration, Reach-to-Grasp, Manipulation, and Tool Use.” WIREs Cognitive Science n/a (n/a): e1661. https://doi.org/10.1002/wcs.1661.
Nenu, Theodor. 2022. “Douglas Hofstadters gödelian Philosophy of Mind.” Journal of Artificial Intelligence and Consciousness 09 (02): 241–66. https://doi.org/10.1142/S2705078522500011.
Newman, M. E. J., and Juyong Park. 2003. “Why Social Networks Are Different from Other Types of Networks.” Physical Review E 68 (3): 036122. https://doi.org/10.1103/PhysRevE.68.036122.
Nisbett, Richard E., Joshua Aronson, Clancy Blair, William Dickens, James Flynn, Diane F. Halpern, and Eric Turkheimer. 2012. “Intelligence: New Findings and Theoretical Developments.” American Psychologist 67 (2): 130–59. https://doi.org/10.1037/a0026699.
Noorazar, Hossein. 2020. “Recent Advances in Opinion Propagation Dynamics: A 2020 Survey.” The European Physical Journal Plus 135 (6): 521. https://doi.org/10.1140/epjp/s13360-020-00541-2.
Nosek, Brian A., Tom E. Hardwicke, Hannah Moshontz, Aurélien Allard, Katherine S. Corker, Anna Dreber, Fiona Fidler, et al. 2022. “Replicability, Robustness, and Reproducibility in Psychological Science.” Annual Review of Psychology 73 (1): 719–48. https://doi.org/10.1146/annurev-psych-020821-114157.
O’Byrne, Jordan, and Karim Jerbi. 2022. “How Critical Is Brain Criticality?” Trends in Neurosciences 45 (11): 820–37. https://doi.org/10.1016/j.tins.2022.08.007.
Oberauer, Klaus, and Stephan Lewandowsky. 2019. “Addressing the Theory Crisis in Psychology.” Psychonomic Bulletin & Review 26 (5): 1596–1618. https://doi.org/10.3758/s13423-019-01645-2.
Oliva, Terence A., Wayne S. Desarbo, Diana L. Day, and Kamel Jedidi. 1987. “Gemcat: A General Multivariate Methodology for Estimating Catastrophe Models.” Behavioral Science 32 (2): 121–37. https://doi.org/10.1002/bs.3830320205.
Olthof, Merlijn, Fred Hasselman, Freek Oude Maatman, Anna M. T. Bosman, and Anna Lichtwarck-Aschoff. 2023. “Complexity Theory of Psychopathology.” Journal of Psychopathology and Clinical Science 132: 314–23. https://doi.org/10.1037/abn0000740.
Olthof, Merlijn, Fred Hasselman, Guido Strunk, Marieke van Rooij, Benjamin Aas, Marieke A. Helmich, Günter Schiepek, and Anna Lichtwarck-Aschoff. 2020. “Critical Fluctuations as an Early-Warning Signal for Sudden Gains and Losses in Patients Receiving Psychotherapy for Mood Disorders.” Clinical Psychological Science 8 (1): 25–35. https://doi.org/10.1177/2167702619865969.
Ooyen, Arjen van, and Markus Butz-Ostendorf. 2017. The Rewiring Brain: A Computational Approach to Structural Plasticity in the Adult Brain. Academic Press.
Parisi, Giorgio. 2023. In a Flight of Starlings: The Wonders of Complex Systems. Penguin Publishing Group.
Pashler, Harold, and Eric-Jan Wagenmakers. 2012. “Editors’ Introduction to the Special Section on Replicability in Psychological Science: A Crisis of Confidence?” Perspectives on Psychological Science 7: 528–30. https://doi.org/10.1177/1745691612465253.
Paulos, John Allen. 2008. Mathematics and Humor. University of Chicago Press.
Pavlus, John. 2016. “The Clumsy Quest to Perfect the Walking Robot.” Scientific American. https://www.scientificamerican.com/article/the-clumsy-quest-to-perfect-the-walking-robot/. https://doi.org/10.1038/scientificamerican0716-60.
Peralta, Antonio F., János Kertész, and Gerardo Iñiguez. 2022. “Opinion Dynamics in Social Networks: From Models to Data.” arXiv. https://doi.org/10.48550/arXiv.2201.01322.
Perc, Matjaž, Jillian J. Jordan, David G. Rand, Zhen Wang, Stefano Boccaletti, and Attila Szolnoki. 2017. “Statistical Physics of Human Cooperation.” Physics Reports, Statistical physics of human cooperation, 687 (May): 1–51. https://doi.org/10.1016/j.physrep.2017.05.004.
Peters, Gjalt Jorn Ygram, Szilvia Zörgő, and Han L. J. van der Maas. 2022. “The Qualitative Network Approach (QNA.” https://doi.org/10.31234/osf.io/cvf52.
Piaget, Jean. 1952. The Origins of Intelligence in Children. Edited by Margaret Cook. The Origins of Intelligence in Children. New York, NY, US: W W Norton & Co. https://doi.org/10.1037/11494-000.
Plenz, Dietmar, Tiago L. Ribeiro, Stephanie R. Miller, Patrick A. Kells, Ali Vakili, and Elliott L. Capek. 2021. “Self-Organized Criticality in the Brain.” Frontiers in Physics 9. https://doi.org/10.3389/fphy.2021.639389.
Ploeger, Annemie, Han L. J. van der Maas, and Pascal A. I. Hartelman. 2002. “Stochastic Catastrophe Analysis of Switches in the Perception of Apparent Motion.” Psychonomic Bulletin & Review 9 (1): 26–42. https://doi.org/10.3758/BF03196255.
Pool, Robert. 1989. “Is It Healthy to Be Chaotic?” Science 243 (4891): 604–7. https://doi.org/10.1126/science.2916117.
Port, Robert F., and Timothy Van Gelder. 1995. Mind as Motion: Explorations in the Dynamics of Cognition. MIT Press.
Posternak, Michael A., and Ivan Miller. 2001. “Untreated Short-Term Course of Major Depression: A Meta-Analysis of Outcomes from Studies Using Wait-List Control Groups.” Journal of Affective Disorders 66 (2): 139–46. https://doi.org/10.1016/S0165-0327(00)00304-9.
Poston, Tim, and Ian Stewart. 2014. Catastrophe Theory and Its Applications. Courier Corporation.
Pritchard, Walter s., and Dennis w. Duke. 1992. “Measuring Chaos in the Brain: A Tutorial Review of Nonlinear Dynamical Eeg Analysis.” International Journal of Neuroscience 67 (1-4): 31–80. https://doi.org/10.3109/00207459208994774.
Proskurnikov, Anton V., and Roberto Tempo. 2017. “A Tutorial on Modeling and Analysis of Dynamic Social Networks. Part I.” Annual Reviews in Control 43 (January): 65–79. https://doi.org/10.1016/j.arcontrol.2017.03.002.
Rainer, Hegselmann, and Ulrich Krause. 2002. “Opinion Dynamics and Bounded Confidence: Models, Analysis and Simulation.” Journal of Artificial Societies and Social Simulation 5 (3).
Rapoport, Anatol. 1960. Fights, Games, and Debates. University of Michigan Press.
Ratcliff, Roger, Philip L. Smith, Scott D. Brown, and Gail McKoon. 2016. “Diffusion Decision Model: Current Issues and History.” Trends in Cognitive Sciences 20 (4): 260–81. https://doi.org/10.1016/j.tics.2016.01.007.
Read, John, and Joanna Moncrieff. 2022. “Depression: Why Drugs and Electricity Are Not the Answer.” Psychological Medicine 52 (8): 1401–10. https://doi.org/10.1017/S0033291721005031.
Redner, Sidney. 2019. “Reality-Inspired Voter Models: A Mini-Review.” Comptes Rendus Physique 20 (4): 275–92. https://doi.org/10.1016/j.crhy.2019.05.004.
Reher, Jenna, and Aaron D. Ames. 2021. “Dynamic Walking: Toward Agile and Efficient Bipedal Robots.” Annual Review of Control, Robotics, and Autonomous Systems 4 (1): 535–72. https://doi.org/10.1146/annurev-control-071020-045021.
Remmerswaal, Danielle, Joran Jongerling, Pauline J. Jansen, Charly Eielts, and Ingmar H. A. Franken. 2019. “Impaired Subjective Self-Control in Alcohol Use: An Ecological Momentary Assessment Study.” Drug and Alcohol Dependence 204 (November): 107479. https://doi.org/10.1016/j.drugalcdep.2019.04.043.
Rendell, Paul. 2016. “Game of Life Universal Turing Machine.” In Turing Machine Universality of the Game of Life, edited by Paul Rendell, 71–89. Emergence, Complexity and Computation. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-19842-2_5.
Repp, Bruno H., and Yi-Huang Su. 2013. “Sensorimotor Synchronization: A Review of Recent Research (2006).” Psychonomic Bulletin & Review 20 (3): 403–52. https://doi.org/10.3758/s13423-012-0371-2.
Rinaldi, Sergio. 1998. “Love Dynamics: The Case of Linear Couples.” Applied Mathematics and Computation 95 (2): 181–92. https://doi.org/10.1016/S0096-3003(97)10081-9.
Roberts, James A., Leonardo L. Gollo, Romesh G. Abeysuriya, Gloria Roberts, Philip B. Mitchell, Mark W. Woolrich, and Michael Breakspear. 2019. “Metastable Brain Waves.” Nature Communications 10 (1): 1056. https://doi.org/10.1038/s41467-019-08999-0.
Robertson, Robin, and Allan Combs, eds. 2014. Chaos Theory in Psychology and the Life Sciences. New York: Psychology Press. https://doi.org/10.4324/9781315806280.
Robinaugh, Donald J., Jonas Haslbeck, Lourens J. Waldorp, Jolanda Kossakowski, Eiko I. Fried, Alex Millner, Richard J. McNally, et al. 2019. “Advancing the Network Theory of Mental Disorders: A Computational Model of Panic Disorder.” PsyArXiv. https://doi.org/10.31234/osf.io/km37w.
Robinaugh, Donald J., Ria H. A. Hoekstra, Emma R. Toner, and Denny Borsboom. 2020. “The Network Approach to Psychopathology: A Review of the Literature 2008 and an Agenda for Future Research.” Psychological Medicine 50 (3): 353–66. https://doi.org/10.1017/S0033291719003404.
Rooij, Iris van, and Mark Blokpoel. 2020. “Formalizing Verbal Theories.” Social Psychology 51 (5): 285–98. https://doi.org/10.1027/1864-9335/a000428.
Rosencrans, Peter L., Lori A. Zoellner, and Norah C. Feeny. 2021. “A Network Approach to Posttraumatic Stress Disorder: Comparing Interview and Self-Report Networks.” Psychological Trauma: Theory, Research, Practice, and Policy, No Pagination Specified–. https://doi.org/10.1037/tra0001151.
Rosser, J. Barkley. 2007. “The Rise and Fall of Catastrophe Theory Applications in Economics: Was the Baby Thrown Out with the Bathwater?” Journal of Economic Dynamics and Control 31 (10): 3255–80. https://doi.org/10.1016/j.jedc.2006.09.013.
Rosso, O. A., H. A. Larrondo, M. T. Martin, A. Plastino, and M. A. Fuentes. 2007. “Distinguishing Noise from Chaos.” Physical Review Letters 99 (15): 154102. https://doi.org/10.1103/PhysRevLett.99.154102.
Roxin, Alex, and Anders Ledberg. 2008. “Neurobiological Models of Two-Choice Decision Making Can Be Reduced to a One-Dimensional Nonlinear Diffusion Equation.” PLOS Computational Biology 4 (3): e1000046. https://doi.org/10.1371/journal.pcbi.1000046.
Ryan, Oisı́n, Laura F. Bringmann, and Noémi K. Schuurman. 2022. “The Challenge of Generating Causal Hypotheses Using Network Models.” Structural Equation Modeling: A Multidisciplinary Journal 29 (6): 953–70. https://doi.org/10.1080/10705511.2022.2056039.
Sachisthal, Maien S. M., Brenda R. J. Jansen, Thea T. D. Peetsma, Jonas Dalege, Han L. J. van der Maas, and Maartje E. J. Raijmakers. 2019. “Introducing a Science Interest Network Model to Reveal Country Differences.” Journal of Educational Psychology 111: 1063–80. https://doi.org/10.1037/edu0000327.
Sala, Giovanni, N. Deniz Aksayli, K. Semir Tatlidil, Tomoko Tatsumi, Yasuyuki Gondo, and Fernand Gobet. 2019. “Near and Far Transfer in Cognitive Training: A Second-Order Meta-Analysis.” Edited by Rolf Zwaan and Peter Verkoeijen. Collabra: Psychology 5 (1): 18. https://doi.org/10.1525/collabra.203.
Salanti, Georgia, Cinzia Del Giovane, Anna Chaimani, Deborah M. Caldwell, and Julian P. T. Higgins. 2014. “Evaluating the Quality of Evidence from a Network Meta-Analysis.” PLOS ONE 9 (7): e99682. https://doi.org/10.1371/journal.pone.0099682.
Sandubete, Julio, E., and Lorenzo Escot. 2021. DChaos: An R Package for Chaotic Time Series Analysis.” The R Journal 13 (1): 232. https://doi.org/10.32614/RJ-2021-036.
Saul, D. M., Michael Wortis, and D. Stauffer. 1974. “Tricritical Behavior of the Blume-Capel Model.” Physical Review B 9 (11): 4964–80. https://doi.org/10.1103/PhysRevB.9.4964.
Savi, Alexander O., Maarten Marsman, Han L. J. van der Maas, and Gunter K. J. Maris. 2019. “The Wiring of Intelligence.” Perspectives on Psychological Science 14 (6): 1034–61. https://doi.org/10.1177/1745691619866447.
Sayama, Hiroki. 2015. “Introduction to the Modeling and Analysis of Complex Systems.” Milne Open Textbooks, January. https://knightscholar.geneseo.edu/oer-ost/14.
Scheffer, Marten. 2004. Ecology of Shallow Lakes. Dordrecht: Springer Netherlands. https://doi.org/10.1007/978-1-4020-3154-0.
Scheffer, Marten, Claudi L. Bockting, Denny Borsboom, Roshan Cools, Clara Delecroix, Jessica A. Hartmann, Kenneth S. Kendler, et al. 2024. “A Dynamical Systems View of Psychiatric DisordersPractical Implications: A Review.” JAMA Psychiatry, April. https://doi.org/10.1001/jamapsychiatry.2024.0228.
Schelling, Thomas C. 1971. “Dynamic Models of Segregation.” The Journal of Mathematical Sociology 1 (2): 143–86. https://doi.org/10.1080/0022250X.1971.9989794.
Schiepek, Günter K., Kathrin Viol, Wolfgang Aichhorn, Marc-Thorsten Hütt, Katharina Sungler, David Pincus, and Helmut J. Schöller. 2017. “Psychotherapy Is Chaotic(not Only) in a Computational World.” Frontiers in Psychology 8. https://www.frontiersin.org/articles/10.3389/fpsyg.2017.00379.
Schiepek, Günter, and Volker Perlitz. 2009. “Self-Organization in Clinical Psychology.” In Synergetics, edited by Axel Hutt and Haken, 263–85. New York, NY: Springer US. https://doi.org/10.1007/978-1-0716-0421-2_472.
Schmidhuber, Jürgen. 2015. “Deep Learning in Neural Networks: An Overview.” Neural Networks 61 (January): 85–117. https://doi.org/10.1016/j.neunet.2014.09.003.
Schmidt, R. C., C. Carello, and M. T. Turvey. 1990. “Phase Transitions and Critical Fluctuations in the Visual Coordination of Rhythmic Movements Between People.” Journal of Experimental Psychology. Human Perception and Performance 16 (2): 227–47. https://doi.org/10.1037//0096-1523.16.2.227.
Schöner, Gregor. 2020. “The Dynamics of Neural Populations Capture the Laws of the Mind.” Topics in Cognitive Science 12 (4): 1257–71. https://doi.org/10.1111/tops.12453.
Schöner, Gregor, and John P. Spencer. 2016. Dynamic Thinking: A Primer on Dynamic Field Theory. Oxford University Press.
Schwartz, Seth J., Scott O. Lilienfeld, Alan Meca, and Katheryn C. Sauvigné. 2016. “The Role of Neuroscience Within Psychology: A Call for Inclusiveness over Exclusiveness.” American Psychologist 71 (1): 52–70. https://doi.org/10.1037/a0039678.
Scott, John. 2011. “Social Network Analysis: Developments, Advances, and Prospects.” Social Network Analysis and Mining 1 (1): 21–26. https://doi.org/10.1007/s13278-010-0012-6.
Serra, Roberto, and Gianni Zanarini. 1990. Complex Systems and Cognitive Processes. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-642-46678-6.
Seth, Anil K., and Tim Bayne. 2022. “Theories of Consciousness.” Nature Reviews Neuroscience 23 (7): 439–52. https://doi.org/10.1038/s41583-022-00587-4.
Sherif, Muzafer, and Carl I. Hovland. 1961. Social Judgment: Assimilation and Contrast Effects in Communication and Attitude Change. Social Judgment: Assimilation and Contrast Effects in Communication and Attitude Change. Oxford, England: Yale Univer. Press.
Silver, David, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, et al. 2018. “A General Reinforcement Learning Algorithm That Masters Chess, Shogi, and Go Through Self-Play.” Science 362 (6419): 1140–44. https://doi.org/10.1126/science.aar6404.
Simon, Herbert A. 1962. “The Architecture of Complexity.” Proceedings of the American Philosophical Society 106 (6): 467–82. https://www.jstor.org/stable/985254.
Skarda, Christine A., and Walter J. Freeman. 1987. “How Brains Make Chaos in Order to Make Sense of the World.” Behavioral and Brain Sciences 10 (2): 161–73. https://doi.org/10.1017/S0140525X00047336.
Smal, Iris, Jonas Dalege, and Han L. J. van der Maas. submitted. “The Learning Ising Attitude Model (LIAM): Entropy Reduction by Hebbian Learning,” submitted.
Smaldino, Paul. 2023. Modeling Social Behavior: Mathematical and Agent-Based Models of Social Dynamics and Cultural Evolution. Princeton University Press.
Smolensky, Paul. 1986. “Information Processing in Dynamical Systems: Foundations of Harmony Theory.”
Snijders, Tom A. B. 2001. “The Statistical Evaluation of Social Network Dynamics.” Sociological Methodology 31 (1): 361–95. https://doi.org/10.1111/0081-1750.00099.
Sobkowicz, Pawel. 2012. “Discrete Model of Opinion Changes Using Knowledge and Emotions as Control Variables.” PLOS ONE 7 (9): e44489. https://doi.org/10.1371/journal.pone.0044489.
———. 2020. “Whither Now, Opinion Modelers?” Frontiers in Physics 8. https://doi.org/10.3389/fphy.2020.587009.
Soetaert, Karline, Thomas Petzoldt, and R. Woodrow Setzer. 2010. “Solving Differential Equations in R : Package deSolve.” Journal of Statistical Software 33 (9). https://doi.org/10.18637/jss.v033.i09.
Spearman, C. 1904. “’General Intelligence,’ Objectively Determined and Measured.” The American Journal of Psychology 15: 201–93. https://doi.org/10.2307/1412107.
Spiller, Tobias R., Ofir Levi, Yuval Neria, Benjamin Suarez-Jimenez, Yair Bar-Haim, and Amit Lazarov. 2020. “On the Validity of the Centrality Hypothesis in Cross-Sectional Between-Subject Networks of Psychopathology.” BMC Medicine 18 (1): 297. https://doi.org/10.1186/s12916-020-01740-5.
Sprott, J. C. 2004. Dynamical Models of Love.” Nonlinear Dynamics, Psychology, and Life Sciences 8 (3): 303–14.
Stam, C. J. 2005. “Nonlinear dynamical analysis of EEG and MEG: review of an emerging field.” Clinical Neurophysiology: Official Journal of the International Federation of Clinical Neurophysiology 116 (10): 2266–2301. https://doi.org/10.1016/j.clinph.2005.06.011.
Steels, Luc. 1995. “A Self-Organizing Spatial Vocabulary.” Artificial Life 2 (3): 319–32. https://doi.org/10.1162/artl.1995.2.3.319.
Stefan, Martin. 2020. RPubs - Fractals with R.” https://rpubs.com/mstefan-rpubs/fractals.
Stengers, Isabelle, and Ilya Prigogine. 1978. Order Out of Chaos: Man’s New Dialogue with Nature. London.
Stevens, S. S. 1957. “On the Psychophysical Law.” Psychological Review 64 (3): 153181. https://doi.org/10.1037/h0046162.
Stewart, Ian. 1982. “Catastrophe Theory in Physics.” Reports on Progress in Physics 45 (2): 185–221. https://doi.org/10.1088/0034-4885/45/2/002.
Stewart, Ian, and P. L. Peregoy. 1983. “Catastrophe Theory Modeling in Psychology.” Psychological Bulletin 94: 336–62. https://doi.org/10.1037/0033-2909.94.2.336.
Stouffer, Samuel A., Edward A. Suchman, Leland C. Devinney, Shirley A. Star, and Robin M. Williams Jr. 1949. The American Soldier: Adjustment During Army Life. (Studies in Social Psychology in World War II), Vol. 1. The American Soldier: Adjustment During Army Life. (Studies in Social Psychology in World War II), Vol. 1. Oxford, England: Princeton Univ. Press.
Strogatz, Steven H. 1988. “Love Affairs and Differential Equations.” Mathematics Magazine 61 (1): 35–35. https://doi.org/10.1080/0025570X.1988.11977342.
———. 2018. Nonlinear Dynamics and Chaos with Student Solutions Manual: With Applications to Physics, Biology, Chemistry, and Engineering, Second Edition. CRC Press.
Surowiecki, James. 2005. The Wisdom of Crowds. Knopf Doubleday Publishing Group.
Sutton, Richard S., and Andrew G. Barto. 2018. Reinforcement Learning, Second Edition: An Introduction. MIT Press.
Sznajd-Weron, Katarzyna, Józef Sznajd, and Tomasz Weron. 2021. “A Review on the Sznajd Model 20 Years After.” Physica A: Statistical Mechanics and Its Applications 565 (March): 125537. https://doi.org/10.1016/j.physa.2020.125537.
Szostak, Natalia, Szymon Wasik, and Jacek Blazewicz. 2016. “Hypercycle.” Edited by Shoshana Wodak. PLOS Computational Biology 12 (4): e1004853. https://doi.org/10.1371/journal.pcbi.1004853.
Tesfatsion, Leigh. 2002. “Agent-Based Computational Economics: Growing Economies From the Bottom Up.” Artificial Life 8 (1): 55–82. https://doi.org/10.1162/106454602753694765.
Tesser, Abraham. 1978. “Self-Generated Attitude.” In Advances in Experimental Social Psychology, edited by Leonard Berkowitz, 11:289–338. Academic Press. https://doi.org/10.1016/S0065-2601(08)60010-6.
Thelen, Esther. 1995. “Motor Development: A New Synthesis.” American Psychologist 50: 79–95. https://doi.org/10.1037/0003-066X.50.2.79.
Thelen, Esther, and Linda B. Smith. 1994. A Dynamic Systems Approach to the Development of Cognition and Action. MIT Press.
Thom, René. 1977. “Structural Stability, Catastrophe Theory, and Applied Mathematics.” SIAM Review 19 (2): 189–201. https://doi.org/10.1137/1019036.
Thurner, Stefan. 2016. 43 Visions For Complexity. World Scientific.
Thurner, Stefan, Peter Klimek, and Rudolf Hanel. 2018. Introduction to the Theory of Complex Systems. Oxford University Press. https://doi.org/10.1093/oso/9780198821939.001.0001.
Tilman, D, S S Kilham, and P Kilham. 1982. “Phytoplankton Community Ecology: The Role of Limiting Nutrients.” Annual Review of Ecology and Systematics 13 (1): 349–72. https://doi.org/10.1146/annurev.es.13.110182.002025.
Toker, Daniel, Friedrich T. Sommer, and Mark D’Esposito. 2020. “A Simple Method for Detecting Chaos in Nature.” Communications Biology 3 (1): 1–13. https://doi.org/10.1038/s42003-019-0715-9.
Treiber, Martin, Ansgar Hennecke, and Dirk Helbing. 2000. “Congested Traffic States in Empirical Observations and Microscopic Simulations.” Physical Review E 62 (2): 1805–24. https://doi.org/10.1103/PhysRevE.62.1805.
Treur, Jan. 2019. Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models. 1st ed. 2020 edition. Springer.
Tschacher, Wolfgang, and Hermann Haken. 2019. The Process of Psychotherapy: Causation and Chance. Springer.
———. 2023. “A Complexity Science Account of Humor.” Entropy 25 (2): 341. https://doi.org/10.3390/e25020341.
Tuerlinckx, Francis, Eric Maris, Roger Ratcliff, and Paul De Boeck. 2001. “A Comparison of Four Methods for Simulating the Diffusion Process.” Behavior Research Methods, Instruments, & Computers 33 (4): 443–56. https://doi.org/10.3758/BF03195402.
Turner-Zwinkels, Felicity M., and Mark J. Brandt. 2022. “Belief System Networks Can Be Used to Predict Where to Expect Dynamic Constraint.” Journal of Experimental Social Psychology 100 (May): 104279. https://doi.org/10.1016/j.jesp.2021.104279.
Tyutyunov, Yu. V., and L. I. Titova. 2020. “From LotkaVolterra to ArditiGinzburg: 90 Years of Evolving Trophic Functions.” Biology Bulletin Reviews 10 (3): 167–85. https://doi.org/10.1134/S207908642003007X.
Vallacher, Robin R., and Andrzej Nowak, eds. 1994. Dynamical Systems in Social Psychology. Dynamical Systems in Social Psychology. San Diego, CA, US: Academic Press.
van Bork, Riet, Sacha Epskamp, Mijke Rhemtulla, Denny Borsboom, and Han L. J. van der Maas. 2017. “What Is the p-Factor of Psychopathology? Some Risks of General Factor Modeling.” Theory & Psychology 27 (6): 759–73. https://doi.org/10.1177/0959354317737185.
van den Ende, Maarten W. J., Sacha Epskamp, Michael H. Lees, Han L. J. van der Maas, Reinout W. Wiers, and Peter M. A. Sloot. 2022. “A Review of Mathematical Modeling of Addiction Regarding Both (Neuro-) Psychological Processes and the Social Contagion Perspectives.” Addictive Behaviors 127 (April): 107201. https://doi.org/10.1016/j.addbeh.2021.107201.
van der Maas, Han L. J. 1995. “Beyond the Metaphor?” Cognitive Development 10.
———. 2022. “Spiegeloog - A Dialogue on Consciousness.” Spiegeloog, January. https://www.spiegeloog.amsterdam/a-dialogue-on-consciousness/.
van der Maas, Han L. J., Jonas Dalege, and Lourens J. Waldorp. 2020. “The Polarization Within and Across Individuals: The Hierarchical Ising Opinion Model.” Journal of Complex Networks 8 (2): cnaa010. https://doi.org/10.1093/comnet/cnaa010.
van der Maas, Han L. J., Conor V. Dolan, Raoul P. P. P. Grasman, Jelte M. Wicherts, Hilde M. Huizenga, and Maartje E. J. Raijmakers. 2006. “A Dynamical Model of General Intelligence: The Positive Manifold of Intelligence by Mutualism.” Psychological Review 113 (4): 842–61. https://doi.org/c3jm44.
van der Maas, Han L. J., Kees-Jan Kan, and Denny Borsboom. 2014. “Intelligence Is What the Intelligence Test Measures. Seriously.” Journal of Intelligence 2 (1): 12–15. https://doi.org/10.3390/jintelligence2010012.
van der Maas, Han L. J., Kees-Jan Kan, Maarten Marsman, and Claire E. Stevenson. 2017. “Network Models for Cognitive Development and Intelligence.” Journal of Intelligence 5 (2): 16. https://doi.org/10.3390/jintelligence5020016.
van der Maas, Han L. J., Rogier Kolstein, and Joop van der Pligt. 2003. “Sudden Transitions in Attitudes.” Sociological Methods & Research 32 (2): 125–52. https://doi.org/10.1177/0049124103253773.
van der Maas, Han L. J., and Peter C. M. Molenaar. 1992. “Stagewise Cognitive Development: An Application of Catastrophe Theory.” Psychological Review 99 (3): 395–417. https://doi.org/10.1037/0033-295X.99.3.395.
van der Maas, Han L. J., Lukas Snoek, and Claire E. Stevenson. 2021. “How Much Intelligence Is There in Artificial Intelligence? A 2020 Update.” Intelligence 87 (July): 101548. https://doi.org/10.1016/j.intell.2021.101548.
van der Maas, Han L. J., Paul F. M. J. Verschure, and Peter C. M. Molenaar. 1990. “A Note on Chaotic Behavior in Simple Neural Networks.” Neural Networks 3 (1): 119–22. https://doi.org/10.1016/0893-6080(90)90050-U.
van Geert, Paul. 1991. “A Dynamic Systems Model of Cognitive and Language Growth.” Psychological Review 98: 3–53. https://doi.org/10.1037/0033-295X.98.1.3.
———. 1998. “A Dynamic Systems Model of Basic Developmental Mechanisms: Piaget, Vygotsky, and Beyond.” Psychological Review 105: 634–77. https://doi.org/10.1037/0033-295X.105.4.634-677.
Van Overwalle, Frank, and Frank Siebler. 2005. “A Connectionist Model of Attitude Formation and Change.” Personality and Social Psychology Review: An Official Journal of the Society for Personality and Social Psychology, Inc 9 (3): 231–74. https://doi.org/10.1207/s15327957pspr0903_3.
Vangeli, Eleni, John Stapleton, Eline Suzanne Smit, Ron Borland, and Robert West. 2011. “Predictors of Attempts to Stop Smoking and Their Success in Adult General Population Samples: A Systematic Review.” Addiction (Abingdon, England) 106 (12): 2110–21. https://doi.org/10.1111/j.1360-0443.2011.03565.x.
Verdonck, Stijn, and Francis Tuerlinckx. 2014. “The Ising Decision Maker: A Binary Stochastic Network for Choice Response Time.” Psychological Review 121: 422–62. https://doi.org/10.1037/a0037012.
Visser, Ingmar, and Maarten Speekenbrink. 2022. Mixture and Hidden Markov Models with R. Springer International Publishing.
Voelkle, Manuel C., Johan H. L. Oud, Eldad Davidov, and Peter Schmidt. 2012. “An SEM Approach to Continuous Time Modeling of Panel Data: Relating Authoritarianism and Anomia.” Psychological Methods 17: 176–92. https://doi.org/10.1037/a0027543.
Volberda, Henk W., and Arie Y. Lewin. 2003. “Co-Evolutionary Dynamics Within and Between Firms: From Evolution to Co-evolution.” Journal of Management Studies 40 (8): 2111–36. https://doi.org/10.1046/j.1467-6486.2003.00414.x.
von der Heydt, Anna, Mark Dekker, and Henk Dijkstra. 2019. “Cascading Transitions in the Climate System,” April, 10435.
Wagemans, Johan, James H. Elder, Michael Kubovy, Stephen E. Palmer, Mary A. Peterson, Manish Singh, and Rüdiger von der Heydt. 2012. “A Century of Gestalt Psychology in Visual Perception: I. Perceptual Grouping and Figureground Organization.” Psychological Bulletin 138: 1172–1217. https://doi.org/10.1037/a0029333.
Wagenmakers, Eric-Jan, Peter C. M. Molenaar, Raoul P. P. P. Grasman, Pascal A. I. Hartelman, and Han L. J. van der Maas. 2005. “Transformation Invariant Stochastic Catastrophe Theory.” Physica D: Nonlinear Phenomena 211 (3): 263–76. https://doi.org/10.1016/j.physd.2005.08.014.
Waldorp, Lourens J., and Maarten Marsman. 2022. “Relations Between Networks, Regression, Partial Correlation, and the Latent Variable Model.” Multivariate Behavioral Research 57 (6): 994–1006. https://doi.org/10.1080/00273171.2021.1938959.
Weaver, Warren. 1948. “Science and Complexity.” American Scientist 36 (4): 536–44. https://www.jstor.org/stable/27826254.
Weisbuch, Gérard, Guillaume Deffuant, Frédéric Amblard, and Jean-Pierre Nadal. 2002. “Meet, Discuss, and Segregate!” Complexity 7 (3): 55–63. https://doi.org/10.1002/cplx.10031.
Wheeler, John Archibald. 1994. At Home in the Universe. American Institute of Physics.
Wichers, Marieke, Peter C. Groot, and ESM Group Psychosystems. 2016. “Critical Slowing Down as a Personalized Early Warning Signal for Depression.” Psychotherapy and Psychosomatics 85 (2): 114–16. https://doi.org/10.1159/000441458.
Wiener, Norbert. 2019. Cybernetics or Control and Communication in the Animal and the Machine, Reissue of the 1961 Second Edition. MIT Press.
Wilensky, Uri, and William Rand. 2015. An Introduction to Agent-Based Modeling: Modeling Natural, Social, and Engineered Complex Systems with NetLogo. Cambridge, Massachusetts: The MIT Press.
Wimsatt, William C. 1994. “The Ontology of Complex Systems: Levels of Organization, Perspectives, and Causal Thickets.” Canadian Journal of Philosophy Supplementary Volume 20 (January): 207–74. https://doi.org/10.1080/00455091.1994.10717400.
Witkiewitz, Katie, Han L. J. van der Maas, Michael R. Hufford, and G. Alan Marlatt. 2007. “Nonnormality and Divergence in Posttreatment Alcohol Use: Reexamining the Project MATCH Data "Another Way.".” Journal of Abnormal Psychology 116: 378–94. https://doi.org/10.1037/0021-843X.116.2.378.
Wittenborn, A. K., H. Rahmandad, J. Rick, and N. Hosseinichimeh. 2016. “Depression as a Systemic Syndrome: Mapping the Feedback Loops of Major Depressive Disorder.” Psychological Medicine 46 (3): 551–62. https://doi.org/10.1017/S0033291715002044.
Xue, Jiankai, and Bo Shen. 2020. “A Novel Swarm Intelligence Optimization Approach: Sparrow Search Algorithm.” Systems Science & Control Engineering 8 (1): 22–34. https://doi.org/10.1080/21642583.2019.1708830.
Zahler, Raphael S., and Hector J. Sussmann. 1977. “Claims and Accomplishments of Applied Catastrophe Theory.” Nature 269 (October): 759–63. https://doi.org/10.1038/269759a0.
Zanin, Massimiliano. 2022. “Can Deep Learning Distinguish Chaos from Noise? Numerical Experiments and General Considerations.” Communications in Nonlinear Science and Numerical Simulation 114 (November): 106708. https://doi.org/10.1016/j.cnsns.2022.106708.
Zeeman, E. C. 1976. “Catastrophe Theory.” Scientific American 234 (4): 65–83.
Zhang, Jiangbo, and Yiyi Zhao. 2018. “The Robust Consensus of a Noisy Deffuant-Weisbuch Model.” Mathematical Problems in Engineering 2018 (December): e1065451. https://doi.org/10.1155/2018/1065451.
Zwicker, Maria V., Hannah U. Nohlen, Jonas Dalege, Gert-Jan M. Gruter, and Frenk van Harreveld. 2020. “Applying an Attitude Network Approach to Consumer Behaviour Towards Plastic.” Journal of Environmental Psychology 69 (June): 101433. https://doi.org/10.1016/j.jenvp.2020.101433.