Model-Based Machine Learning
John (Microsoft Research Ltd., Cambridge, United Kingdom) Winn
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Graph Theory and Additive Combinatorics : Exploring Structure and Randomness
Yufei (Massachusetts Institute of Technology) Zhao
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An Introduction to R and Python for Data Analysis : A Side-By-Side Approach
Taylor R. (University of Virginia) Brown
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Modelling Survival Data in Medical Research
David (UK Transplant, Bristol, UK) Collett
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Nonparametric Statistical Methods Using R
John Kloke
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An Introduction to Spatial Data Science with GeoDa : Volume 2: Clustering Spatial Data
Luc (University of Chicago) Anselin
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Bayesian Precision Medicine
Peter F. (M.D. Anderson Cancer Center, Houston, Texas, USA) Thall
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Generalized Linear Mixed Models : Modern Concepts, Methods and Applications
Walter W. Stroup
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A Practical Guide to Data Analysis Using R : An Example-Based Approach
John H. (Statistics Research Associates, Wellington, New Z Maindonald
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Generalized Additive Models for Location, Scale and Shape : A Distributional Regression Approach, with Applications
Mikis D. (University of Greenwich) Stasinopoulos
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Matrix Algebra : Theory, Computations and Applications in Statistics
James E. Gentle
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Time Series Analysis
James D. Hamilton
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The Elements of Statistical Learning : Data Mining, Inference, and Prediction, Second Edition
Trevor Hastie
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Statistical Inference
Roger (Arizona State University) Berger
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The Practice of Statistics
Daren Starnes
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Monte Carlo Methods in Financial Engineering
Paul Glasserman
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Doing Bayesian Data Analysis : A Tutorial with R, JAGS, and Stan
John (Indiana University, Bloomington, USA) Kruschke
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Financial Calculus : An Introduction to Derivative Pricing
Martin (University of Cambridge) Baxter
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Analysis of Financial Time Series
Ruey S. (University of Chicago, IL, USA) Tsay
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Applied Predictive Modeling
Max Kuhn
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Statistical Rethinking : A Bayesian Course with Examples in R and STAN
Richard (Max Planck Institute for Evolutionary Anthropology McElreath
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Bayesian Reasoning and Machine Learning
David (University College London) Barber
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Introduction to Probability, Second Edition
Joseph K. (Harvard University, Cambridge, Massachusetts, U Blitzstein
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