Everything is Predictable : How Bayes' Remarkable Theorem Explains the World
Tom Chivers
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The Random Factor : How Chance and Luck Profoundly Shape Our Lives and the World around Us
Prof. Mark Robert Rank
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Probably Overthinking It : How to Use Data to Answer Questions, Avoid Statistical Traps, and Make Better Decisions
Allen B. Downey
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How to Expect the Unexpected : The Science of Making Predictions and the Art of Knowing When Not To
Kit Yates
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Model-Based Machine Learning
John (Microsoft Research Ltd., Cambridge, United Kingdom) Winn
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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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Matrix Algebra : Theory, Computations and Applications in Statistics
James E. Gentle
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Nonparametric Statistical Methods Using R
John Kloke
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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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Statistical Inference
George Casella
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Time Series Analysis
James D. Hamilton
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Statistical Inference
Roger (Arizona State University) Berger
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A Modern Introduction to Probability and Statistics : Understanding Why and How
F.M. Dekking
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The Practice of Statistics
Daren Starnes
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Elementary Stochastic Calculus, With Finance In View
Thomas (Univ Of Copenhagen, Denmark) Mikosch
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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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Statistical Rethinking : A Bayesian Course with Examples in R and STAN
Richard (Max Planck Institute for Evolutionary Anthropology McElreath
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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Bayesian Reasoning and Machine Learning
David (University College London) Barber
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