C. Shalizi

Most-cited papers

Power-Law Distributions in Empirical Data
A. Clauset, C. Shalizi, M. Newman
2007SIAM Review10K citations Open access
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Causal Inference for Statistics , Social , and Biomedical Sciences : An Introduction
P. Bartlett, F. Pereira, C. Shalizi
20181,288 citations
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Homophily and Contagion Are Generically Confounded in Observational Social Network Studies
C. Shalizi, A. Thomas
2010Sociological Methods & Research1,083 citations Open access
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Philosophy and the practice of Bayesian statistics
A. Gelman, C. Shalizi
2010British Journal of Mathematical & Statistical Psychology738 citations Open access
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The Domestication of the Savage Mind
C. Shalizi
2009588 citations
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Methods and Techniques of Complex Systems Science: An Overview
C. Shalizi
2003245 citations Open access
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CONSISTENCY UNDER SAMPLING OF EXPONENTIAL RANDOM GRAPH MODELS
C. Shalizi, A. Rinaldo
2011Annals of Statistics215 citations Open access
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Blind Construction of Optimal Nonlinear Recursive Predictors for Discrete Sequences
C. Shalizi, K. Klinkner
2004Conference on Uncertainty in Artificial Intelligence200 citations
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Advanced Data Analysis from an Elementary Point of View
C. Shalizi
2012190 citations
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Dynamics of Bayesian Updating with Dependent Data and Misspecified Models
C. Shalizi
2009160 citations Open access
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Quantifying self-organization with optimal predictors.
C. Shalizi, K. Shalizi, R. Haslinger
2004Physical Review Letters155 citations Open access
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Model Selection for Degree-corrected Block Models
Xiaoran Yan, Jacob E. Jensen, Florent Krzakala, Cristopher Moore +4 more
2012arXiv.org123 citations
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Large AI models are cultural and social technologies.
Henry Farrell, Alison Gopnik, C. Shalizi, James Evans
2025Science110 citations
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Automatic filters for the detection of coherent structure in spatiotemporal systems.
C. Shalizi, R. Haslinger, Jean-Baptiste Rouquier, K. Klinkner +1 more
2005Physical review. E, Statistical, nonlinear, and soft matter physics103 citations Open access
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Approximate Methods for State-Space Models
Shinsuke Koyama, Lucia Castellanos Pérez-Bolde, C. Shalizi, R. Kass
2010Journal of the American Statistical Association71 citations Open access
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Six Degrees of Francis Bacon: A Statistical Method for Reconstructing Large Historical Social Networks
Christopher N. Warren, Daniel Shore, J. Otis, Lawrence Wang +2 more
2016Digital Humanities Quarterly64 citations Open access
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The Computational Structure of Spike Trains
R. Haslinger, K. Klinkner, C. Shalizi
2009Neural Computation64 citations Open access
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Geometric Network Comparisons
D. Asta, C. Shalizi
2014Conference on Uncertainty in Artificial Intelligence56 citations
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Maps and Cartograms of the 2004 US Presidential Election Results
Michael T. Gastner, C. Shalizi, M. Newman
2005Advances in Complex Systems55 citations
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Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations
Edward McFowland, C. Shalizi
2016Journal of the American Statistical Association50 citations Open access
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Scaling and Hierarchy in Urban Economies
C. Shalizi
201150 citations
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Modeling Complex Systems
C. Shalizi
200548 citations
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Maximum Likelihood Estimation for q-Exponential (Tsallis) Distributions
C. Shalizi
200744 citations
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Predictive PAC Learning and Process Decompositions
C. Shalizi, A. Kontorovich
2013Neural Information Processing Systems40 citations
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Conditional Mutual Information Estimation for Mixed, Discrete and Continuous Data
O. Mesner, C. Shalizi
2020IEEE Transactions on Information Theory35 citations
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Bootstrapping exchangeable random graphs
C. Shalizi, Dena Marie Asta
2017Electronic Journal of Statistics34 citations Open access
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Estimating beta-mixing coefficients
D. McDonald, C. Shalizi, M. Schervish
2011International Conference on Artificial Intelligence and Statistics34 citations
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Nonparametric Risk Bounds for Time-Series Forecasting
D. McDonald, C. Shalizi, M. Schervish
2012Journal of machine learning research33 citations
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Discovering Functional Communities in Dynamical Networks
C. Shalizi, Marcelo F. Camperi, K. Klinkner
2006SNA@ICML31 citations
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Almost None of the Theory of Stochastic Processes
C. Shalizi
200728 citations
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Estimating beta-mixing coefficients via histograms
D. McDonald, C. Shalizi, M. Schervish
201127 citations Open access
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Statisticians can reuse their data to quantify the uncertainty of complex models
C. Shalizi
201026 citations
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Philosophy and the Practice of Bayesian Statistics in the Social Sciences
A. Gelman, C. Shalizi
201225 citations
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Adapting to Non-stationarity with Growing Expert Ensembles
C. Shalizi, Abigail Z. Jacobs, K. Klinkner, A. Clauset
2011arXiv.org24 citations
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LICORS: Light Cone Reconstruction of States for Non-parametric Forecasting of Spatio-Temporal Systems
Georg M. Goerg, C. Shalizi
201223 citations
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Mixed LICORS: A Nonparametric Algorithm for Predictive State Reconstruction
Georg M. Goerg, C. Shalizi
2012International Conference on Artificial Intelligence and Statistics20 citations
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Cosponsorship in the U.S. Senate: A Multilevel Approach to Detecting the Subtle Influence of Social Relational Factors on Legislative Behavior
Justin H. Gross, C. Shalizi
200720 citations
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REGULARIZED BRAIN READING WITH SHRINKAGE AND SMOOTHING
Leila Wehbe, Aaditya Ramdas, R. Steorts, C. Shalizi
2014Annals of Applied Statistics18 citations Open access
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Consistency of Maximum Likelihood for Continuous-Space Network Models
C. Shalizi, D. Asta
2017arXiv.org17 citations
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Measuring Shared Information and Coordinated Activity in Neuronal Networks
K. Klinkner, C. Shalizi, Marcelo F. Camperi
2005Neural Information Processing Systems16 citations
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Characterizing the robustness of Bayesian adaptive experimental designs to active learning bias
Sabina J. Sloman, D. Oppenheimer, S. Broomell, C. Shalizi
202214 citations
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Generalization error bounds for stationary autoregressive models
D. McDonald, C. Shalizi, M. Schervish
2011arXiv.org14 citations
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Using graph learning to understand adverse pregnancy outcomes and stress pathways
O. Mesner, Alexander L Davis, Elizabeth A. Casman, H. Simhan +4 more
2019PLoS ONE13 citations Open access
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Rejoinder to discussion of 'Philosophy and the practice of Bayesian statistics'.
A. Gelman, C. Shalizi
2013British Journal of Mathematical & Statistical Psychology12 citations
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Publisher's Note: Quantifying Self-Organization with Optimal Predictors [ Phys. Rev. Lett. 93, 118701 (2004)]
C. Shalizi, K. Shalizi, R. Haslinger
200412 citations Open access
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Six Degrees of Francis Bacon
Michael Finegold, Christopher N. Warren, C. Shalizi, Daniel Shore +1 more
2013Digital Humanities Conference11 citations
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Rademacher complexity of stationary sequences
D. McDonald, C. Shalizi
201110 citations
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Social Media as Windows on the Social Life of the Mind
C. Shalizi
2007AAAI Spring Symposium: Social Information Processing10 citations
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Comment on “Why and When 'Flawed' Social Network Analyses Still Yield Valid Tests of no Contagion”
C. Shalizi
2012Statistics Politics and Policy9 citations Open access
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Estimated VC dimension for risk bounds
D. McDonald, C. Shalizi, M. Schervish
20119 citations
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