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Statistics Machine Learning Books Categories
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Statistics Machine Learning Books Categories
Statistics Machine Learning Categories Books List
Statistics Machine Learning Books Categories
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
By:
Trevor Hastie
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
By:
Gareth James
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Pattern Recognition and Machine Learning (Information Science and Statistics)
By:
Christopher M. Bishop
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Statistical Consequences of Fat Tails: Real World Preasymptotics, Epistemology, and Applications (Technical Incerto)
By:
Nassim Nicholas Taleb
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Causality and Chance in Modern Physics (Paperback)
By:
David Bohm
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Statistical Decision Theory and Bayesian Analysis (Springer Series in Statistics)
By:
James O. Berger
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Statistical Inference (Hardcover)
By:
George Casella
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Causality: Models, Reasoning, and Inference (Hardcover)
By:
Judea Pearl
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Statistics on the Table: The History of Statistical Concepts and Methods (Paperback)
By:
Stigler
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Everything Is Predictable: How Bayesian Statistics Explain Our World (Hardcover)
By:
Tom Chivers
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Bernoulli's Fallacy: Statistical Illogic and the Crisis of Modern Science (Hardcover)
By:
Aubrey Clayton
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Foundations of the Theory of Probability (AMS Chelsea Publishing)
By:
A.N. Kolmogorov
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The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy (Hardcover)
By:
Sharon Bertsch McGrayne
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Causal Inference in Statistics: A Primer (Kindle Edition)
By:
Judea Pearl
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Probability Theory: The Logic of Science (Hardcover)
By:
E.T. Jaynes
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The Art of Statistics: How to Learn from Data (Hardcover)
By:
David Spiegelhalter
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Observation and Experiment: An Introduction to Causal Inference (Hardcover)
By:
Paul R. Rosenbaum
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Causal Inference: What If (Hardcover)
By:
Miguel Angel Hernán
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A Treatise on Probability (Hardcover)
By:
John Maynard Keynes
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The Black Swan: The Impact of the Highly Improbable (Hardcover)
By:
Nassim Nicholas Taleb
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An Introduction to Probability and Inductive Logic (Paperback)
By:
Ian Hacking
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Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets (Incerto)
By:
Nassim Nicholas Taleb
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Antifragile: Things That Gain from Disorder (Hardcover)
By:
Nassim Nicholas Taleb
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Breaking the Law of Averages: Real-Life Probability and Statistics in Plain English (Paperback)
By:
William M. Briggs
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Bayesian Data Analysis (Hardcover)
By:
Andrew Gelman
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Superforecasting: The Art and Science of Prediction (Hardcover)
By:
Philip E. Tetlock
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The Rise of Statistical Thinking, 1820-1900 (Paperback)
By:
Theodore M. Porter
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Theory of Probability (Oxford Classic Texts in the Physical Sciences)
By:
the late Harold Jeffreys
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Logical Foundations of Probability (Hardcover)
By:
Rudolf Carnap
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The Effect (Paperback)
By:
Nick Huntington-Klein
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Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
By:
Kevin P. Murphy
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The Drunkard's Walk: How Randomness Rules Our Lives (Hardcover)
By:
Leonard Mlodinow
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Judgment Under Uncertainty: Heuristics and Biases (Paperback)
By:
Daniel Kahneman
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Naked Statistics: Stripping the Dread from the Data (Paperback)
By:
Charles Wheelan
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Introduction to Bayesian Statistics, 2nd Edition (Hardcover)
By:
William M. Bolstad
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The History of Statistics: The Measurement of Uncertainty before 1900 (Paperback)
By:
Stigler
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Statistical Methods, Experimental Design, and Scientific Inference (Paperback)
By:
Ronald A. Fisher
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Against the Gods: The Remarkable Story of Risk (Paperback)
By:
Peter L. Bernstein
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Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS (Hardcover)
By:
John K. Kruschke
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Causal Inference for the Brave and True (ebook)
By:
Matheus Facure
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The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
By:
Nate Silver
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The Taming Of Chance (Ideas in Context)
By:
Ian Hacking
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Casanova's Lottery: The History of a Revolutionary Game of Chance (Hardcover)
By:
Stephen M. Stigler
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Uncertainty: The Soul of Modeling, Probability & Statistics (Hardcover)
By:
William Briggs
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Convex Optimization (Hardcover)
By:
Stephen Boyd
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Causal Inference in Python: Applying Causal Inference in the Tech Industry (Paperback)
By:
Matheus Facure
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Fifty Challenging Problems in Probability with Solutions (Dover Books on Mathematics)
By:
Frederick Mosteller
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The Emergence of Probability: A Philosophical Study of Early Ideas About Probability, Induction and Statistical Inference (Paperback)
By:
Ian Hacking