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Envisioning Information
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Tufte, Edward R.
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
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Trevor Hastie
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All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
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Larry Wasserman
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Statistical Inference
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Roger Berger
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Time Series Analysis
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Hamilton, James D.
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Applied Longitudinal Analysis (Wiley Series in Probability and Statistics)
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Fitzmaurice, Garrett M.
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The Book of Why: The New Science of Cause and Effect
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Dana Mackenzie
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The Signal and the Noise: Why So Many Predictions Fail-but Some Don't
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Nate Silver
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Fundamentals of Statistical Processing, Volume I: Estimation Theory (Prentice-hall Signal Processing Series)
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Kay, Steven M.
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Freakonomics: A Rogue Economist Explores the Hidden Side of Everything (William Morrow) (rough cut)
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Levitt, Steven D.
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The Art of Statistics: Learning from Data (Pelican Books)
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David Spiegelhalter
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Numerical Optimization (Springer Series in Operations Research and Financial Engineering)
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Jorge Nocedal
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Stochastic Calculus for Finance II: Continuous-Time Models (Springer Finance)
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Steven Shreve
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A Modern Introduction to Probability and Statistics: Understanding Why and How (Springer Texts in Statistics)
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F.M. Dekking
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The Model Thinker: What You Need to Know to Make Data Work for You
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Page, Scott E.
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Doing Bayesian Data Analysis
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John Kruschke
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Continuous Time Markov Processes: An Introduction (Graduate Studies in Mathematics, Band 113)
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Liggett, Thomas M.
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Naked Statistics: Stripping the Dread from the Data
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Charles Wheelan
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Numbers Rule Your World: The Hidden Influence of Probabilities and Statistics on Everything You Do
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Kaiser Fung
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Applied Predictive Modeling
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Max Kuhn
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Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/Crc Data Science)
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Max Kuhn
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Probability, Random Variables and Stochastic Processes
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Athanasios Papoulis
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Winning at Litigation through Decision Analysis: Creating and Executing Winning Strategies in any Litigation or Dispute (Springer Series in Operations Research and Financial Engineering)
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John Celona
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Statistical Analysis with Missing Data (Wiley Series in Probability and Statistics)
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Little, Roderick J. A.
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Financial Calculus: An Introduction to Derivative Pricing
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Martin Baxter
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Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
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Jacob Cohen
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Survival and Event History Analysis: A Process Point of View (Statistics for Biology and Health)
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Odd Aalen
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Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science, Band 122)
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Richard Mcelreath
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The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
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Pedro Domingos
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Statistics for Experimenters: Design, Innovation, and Discovery (Wiley Series in Probability and Statistics)
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Box, George E. P.
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