Cosma Rohilla Shalizi
Cosma Rohilla Shalizi
Professor of Statistics, Carnegie Mellon University
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Power-law distributions in empirical data
A Clauset, CR Shalizi, MEJ Newman
SIAM review 51 (4), 661-703, 2009
Homophily and contagion are generically confounded in observational social network studies
CR Shalizi, AC Thomas
Sociological Methods & Research 40 (2), 211-239, 2011
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
Philosophy and the practice of Bayesian statistics
A Gelman, CR Shalizi
British Journal of Mathematical and Statistical Psychology 66 (1), 8-38, 2013
Computational mechanics: Pattern and prediction, structure and simplicity
CR Shalizi, JP Crutchfield
Journal of statistical physics 104 (3-4), 817-879, 2001
Causal architecture, complexity and self-organization in the time series and cellular automata
CR Shalizi
University of Wisconsin--Madison, 2001
Methods and techniques of complex systems science: An overview
CR Shalizi
Complex systems science in biomedicine, 33-114, 2006
Quantifying self-organization with optimal predictors
CR Shalizi, KL Shalizi, R Haslinger
Physical Review Letters 93 (11), 118701, 2004
Advanced data analysis from an elementary point of view
CR Shalizi
Preprint of book found at http://www. stat. cmu. edu/∼ cshalizi/ADAfaEPoV, 2013
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
Consistency under sampling of exponential random graph models
CR Shalizi, A Rinaldo
The Annals of Statistics 41 (2), 508-535, 2013
Thermodynamic depth of causal states: Objective complexity via minimal representations
JP Crutchfield, CR Shalizi
Physical Review E 59 (1), 275, 1999
Dynamics of Bayesian updating with dependent data and misspecified models
CR Shalizi
Electronic Journal of Statistics 3, 1039-1074, 2009
What is a macrostate? Subjective observations and objective dynamics
CR Shalizi, C Moore
arXiv preprint cond-mat/0303625, 2003
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
An algorithm for pattern discovery in time series
CR Shalizi, KL Shalizi, JP Crutchfield
arXiv preprint cs/0210025, 2002
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
The computational structure of spike trains
R Haslinger, KL Klinkner, CR Shalizi
Neural computation 22 (1), 121-157, 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
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
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