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Statistics Machine Learning Books
Showing 1-50 of 111
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 3 times as statistics-machine-learning)
avg rating 4.43 — 1,906 ratings — published 2001
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 2 times as statistics-machine-learning)
avg rating 4.58 — 2,357 ratings — published 2013
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 2 times as statistics-machine-learning)
avg rating 4.32 — 1,913 ratings — published
Understanding Deep Learning (Kindle Edition)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.62 — 113 ratings — published
Statistical Consequences of Fat Tails: Real World Preasymptotics, Epistemology, and Applications (Technical Incerto)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.25 — 186 ratings — published
Causality and Chance in Modern Physics (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.12 — 80 ratings — published 1971
Statistical Decision Theory and Bayesian Analysis (Springer Series in Statistics)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.19 — 36 ratings — published 1993
Statistical Inference (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.17 — 399 ratings — published 2001
Causality: Models, Reasoning, and Inference (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.17 — 332 ratings — published 2000
Statistics on the Table: The History of Statistical Concepts and Methods (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.98 — 53 ratings — published 1999
Everything Is Predictable: How Bayesian Statistics Explain Our World (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.02 — 1,367 ratings — published 2024
Bernoulli's Fallacy: Statistical Illogic and the Crisis of Modern Science (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.25 — 584 ratings — published
Foundations of the Theory of Probability (AMS Chelsea Publishing)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.29 — 49 ratings — published 1933
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 (shelved 1 time as statistics-machine-learning)
avg rating 3.77 — 2,825 ratings — published 2011
Causal Inference in Statistics: A Primer (Kindle Edition)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.12 — 257 ratings — published 2016
Probability Theory: The Logic of Science (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.41 — 661 ratings — published
The Art of Statistics: How to Learn from Data (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.15 — 5,830 ratings — published 2019
Observation and Experiment: An Introduction to Causal Inference (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.30 — 56 ratings — published
Causal Inference: What If (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.39 — 54 ratings — published 2011
A Treatise on Probability (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.10 — 118 ratings — published 1921
The Black Swan: The Impact of the Highly Improbable (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.96 — 123,477 ratings — published 2007
An Introduction to Probability and Inductive Logic (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.82 — 176 ratings — published 2001
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets (Incerto)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.08 — 72,398 ratings — published 2001
Antifragile: Things That Gain from Disorder (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.10 — 58,804 ratings — published 2012
Breaking the Law of Averages: Real-Life Probability and Statistics in Plain English (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.00 — 10 ratings — published 2008
Bayesian Data Analysis (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.21 — 541 ratings — published 1995
Superforecasting: The Art and Science of Prediction (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.08 — 22,650 ratings — published 2015
The Rise of Statistical Thinking, 1820-1900 (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.75 — 56 ratings — published 1986
Theory of Probability (Oxford Classic Texts in the Physical Sciences)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.89 — 9 ratings — published 1984
Logical Foundations of Probability (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.13 — 15 ratings — published 1950
The Effect (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.42 — 77 ratings — published
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.48 — 75 ratings — published
The Drunkard's Walk: How Randomness Rules Our Lives (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.95 — 24,748 ratings — published 2008
Judgment Under Uncertainty: Heuristics and Biases (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.18 — 1,494 ratings — published 1982
Naked Statistics: Stripping the Dread from the Data (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.95 — 15,331 ratings — published 2012
Introduction to Bayesian Statistics, 2nd Edition (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.71 — 56 ratings — published 2004
The History of Statistics: The Measurement of Uncertainty before 1900 (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.11 — 107 ratings — published 1986
Statistical Methods, Experimental Design, and Scientific Inference (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.29 — 7 ratings — published 1990
Against the Gods: The Remarkable Story of Risk (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.95 — 14,671 ratings — published 1996
Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.36 — 373 ratings — published
Causal Inference for the Brave and True (ebook)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.55 — 20 ratings — published
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.97 — 52,792 ratings — published 2012
The Taming Of Chance (Ideas in Context)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.88 — 265 ratings — published 1990
Casanova's Lottery: The History of a Revolutionary Game of Chance (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.67 — 6 ratings — published
Uncertainty: The Soul of Modeling, Probability & Statistics (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.04 — 28 ratings — published
Convex Optimization (Hardcover)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.48 — 359 ratings — published 2004
Causal Inference in Python: Applying Causal Inference in the Tech Industry (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.57 — 42 ratings — published
Fifty Challenging Problems in Probability with Solutions (Dover Books on Mathematics)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.14 — 348 ratings — published 1965
The Emergence of Probability: A Philosophical Study of Early Ideas About Probability, Induction and Statistical Inference (Paperback)
by (shelved 1 time as statistics-machine-learning)
avg rating 3.99 — 259 ratings — published
Causal Inference: The Mixtape (ebook)
by (shelved 1 time as statistics-machine-learning)
avg rating 4.39 — 250 ratings — published
