Power-law distributions in empirical data A Clauset, CR Shalizi, MEJ Newman SIAM review 51 (4), 661-703, 2009 | 11250 | 2009 |
Homophily and contagion are generically confounded in observational social network studies CR Shalizi, AC Thomas Sociological Methods & Research 40 (2), 211-239, 2011 | 1232 | 2011 |
Philosophy and the practice of Bayesian statistics A Gelman, CR Shalizi British Journal of Mathematical and Statistical Psychology 66 (1), 8-38, 2013 | 839 | 2013 |
Philosophy and the practice of Bayesian statistics in the social sciences A Gelman, CR Shalizi The Oxford handbook of philosophy of social science, 259-273, 2012 | 839* | 2012 |
Computational mechanics: Pattern and prediction, structure and simplicity CR Shalizi, JP Crutchfield Journal of statistical physics 104 (3-4), 817-879, 2001 | 634 | 2001 |
Causal architecture, complexity and self-organization in time series and cellular automata CR Shalizi The University of Wisconsin-Madison, 2001 | 344 | 2001 |
Methods and techniques of complex systems science: An overview CR Shalizi Complex systems science in biomedicine, 33-114, 2006 | 322 | 2006 |
Advanced data analysis from an elementary point of view CR Shalizi Preprint of book found at http://www. stat. cmu. edu/∼ cshalizi/ADAfaEPoV, 2013 | 279 | 2013 |
Consistency under sampling of exponential random graph models CR Shalizi, A Rinaldo The Annals of Statistics 41 (2), 508-535, 2013 | 249 | 2013 |
Quantifying self-organization with optimal predictors CR Shalizi, KL Shalizi, R Haslinger Physical Review Letters 93 (11), 118701, 2004 | 213 | 2004 |
Blind construction of optimal nonlinear recursive predictors for discrete sequences CR Shalizi, KL Shalizi Proceedings of the 20th conference on Uncertainty in artificial intelligence …, 2004 | 205* | 2004 |
Thermodynamic depth of causal states: Objective complexity via minimal representations JP Crutchfield, CR Shalizi Physical Review E 59 (1), 275, 1999 | 178 | 1999 |
Dynamics of Bayesian updating with dependent data and misspecified models CR Shalizi Electronic Journal of Statistics 3, 1039-1074, 2009 | 173 | 2009 |
Model selection for degree-corrected block models X Yan, C Shalizi, JE Jensen, F Krzakala, C Moore, L Zdeborová, P Zhang, ... Journal of Statistical Mechanics: Theory and Experiment 2014 (5), P05007, 2014 | 139 | 2014 |
What is a macrostate? Subjective observations and objective dynamics CR Shalizi, C Moore arXiv preprint cond-mat/0303625, 2003 | 120 | 2003 |
An algorithm for pattern discovery in time series CR Shalizi, KL Shalizi, JP Crutchfield arXiv preprint cs/0210025, 2002 | 112 | 2002 |
Automatic filters for the detection of coherent structure in spatiotemporal systems CR Shalizi, R Haslinger, JB Rouquier, KL Klinkner, C Moore Physical Review E 73 (3), 036104, 2006 | 109 | 2006 |
Geometric Network Comparison D Asta, CR Shalizi Uncertainty in Artificial Intelligence 31, 102--110, 2015 | 83 | 2015 |
Approximate methods for state-space models S Koyama, L Castellanos Pérez-Bolde, CR Shalizi, RE Kass Journal of the American Statistical Association 105 (489), 170-180, 2010 | 82 | 2010 |
Maps and cartograms of the 2004 US presidential election results MT Gastner, CR Shalizi, MEJ Newman Advances in Complex Systems 8 (01), 117-123, 2005 | 78 | 2005 |