The Elements of Statistical Learning : Data Mining, Inference, and Prediction, Second Edition
Trevor Hastie
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Against the Gods : The Remarkable Story of Risk
Peter L. (Peter L. Bernstein, Inc.) Bernstein
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Computer Age Statistical Inference : Algorithms, Evidence, and Data Science
Bradley (Stanford University, California) Efron
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Probability and Statistics for Economists
Bruce Hansen
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High-Dimensional Probability : An Introduction with Applications in Data Science
Roman (University of California, Irvine) Vershynin
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Bayesian Analysis for the Social Sciences
Simon (Stanford University, Palo Alto, CA) Jackman
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Statistical Methods for Categorical Data Analysis
Daniel Powers
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Statistical Methods for Recommender Systems
Deepak K. Agarwal
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Bayesian Biostatistics
Emmanuel (The Netherlands & K.U. Leuven, Leuven, Belgium) Lesaffre
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Introduction to Mathematical Portfolio Theory
Mark S. (University of Melbourne) Joshi
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Historical Dynamics : Why States Rise and Fall
Peter Turchin
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Generalized Principal Component Analysis
Rene Vidal
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Communication Networks : An Optimization, Control, and Stochastic Networks Perspective
R. (University of Illinois, Urbana-Champaign) Srikant
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Evidence Synthesis for Decision Making in Healthcare
Nicky J. (School of Social and Community Medicine, University Welton
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Introduction to Probability
David F. (University of Wisconsin, Madison) Anderson
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Probability-2
Albert N. Shiryaev
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Probability and Stochastics
Erhan Cinlar
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Probability and Statistics for Finance
Svetlozar T. (University of California, Santa Barbara) Rachev
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Understanding Mathematical and Statistical Techniques in Hydrology : An Examples-based Approach
Harvey J. E. (Hydro-GIS Ltd, Oxfordshire) Rodda
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First Look At Rigorous Probability Theory, A (2nd Edition)
Jeffrey S (Univ Toronto, Canada) Rosenthal
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Change Of Time And Change Of Measure
Ole E (Aarhus Univ, Denmark) Barndorff-nielsen
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Stochastic Processes for Physicists : Understanding Noisy Systems
Kurt (University of Massachusetts, Boston) Jacobs
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Introduction to Bayesian Econometrics
Edward (Washington University, St Louis) Greenberg
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The Skew-Normal and Related Families
Adelchi (Universita degli Studi di Padova, Italy) Azzalini
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