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37 books
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1 voter
Bayesian Books
Showing 1-50 of 58
Bayesian Data Analysis (Hardcover)
by (shelved 9 times as bayesian)
avg rating 4.21 — 536 ratings — published 1995
Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS (Hardcover)
by (shelved 7 times as bayesian)
avg rating 4.35 — 371 ratings — published
Think Bayes: Bayesian Statistics in Python (Kindle Edition)
by (shelved 6 times as bayesian)
avg rating 3.94 — 281 ratings — published 2012
Bayesian Statistics the Fun Way: Understanding Statistics and Probability with Star Wars, LEGO, and Rubber Ducks (Paperback)
by (shelved 5 times as bayesian)
avg rating 4.18 — 489 ratings — published
Data Analysis Using Regression and Multilevel/Hierarchical Models (Paperback)
by (shelved 5 times as bayesian)
avg rating 4.36 — 290 ratings — published 2006
DATA ANALYSIS:BAYESIAN TUTORIAL 2E PAPER: A Bayesian Tutorial (Paperback)
by (shelved 5 times as bayesian)
avg rating 4.18 — 98 ratings — published 1996
Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science)
by (shelved 4 times as bayesian)
avg rating 4.70 — 514 ratings — published 2015
Bayesian Reasoning and Machine Learning (Hardcover)
by (shelved 4 times as bayesian)
avg rating 4.10 — 193 ratings — published 2012
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 3 times as bayesian)
avg rating 4.32 — 1,890 ratings — published
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference (Paperback)
by (shelved 3 times as bayesian)
avg rating 3.99 — 209 ratings — published 2014
Bayes Theorem Examples: A Visual Guide For Beginners (Kindle Edition)
by (shelved 2 times as bayesian)
avg rating 4.02 — 156 ratings — published 2016
Bayesian Computation with R (Use R)
by (shelved 2 times as bayesian)
avg rating 3.42 — 43 ratings — published 2007
Bayesian Statistics and Marketing (Hardcover)
by (shelved 2 times as bayesian)
avg rating 4.16 — 25 ratings — published 2005
Bayesian Analysis with Python: Click here to enter text. (Kindle Edition)
by (shelved 2 times as bayesian)
avg rating 3.97 — 39 ratings — published
Probabilistic Graphical Models: Principles and Techniques (Kindle Edition)
by (shelved 2 times as bayesian)
avg rating 4.19 — 257 ratings — published 2009
Introduction to Modern Bayesian Econometrics (Hardcover)
by (shelved 2 times as bayesian)
avg rating 3.54 — 13 ratings — published 2004
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 2 times as bayesian)
avg rating 3.77 — 2,760 ratings — published 2011
A Student’s Guide to Bayesian Statistics (Kindle Edition)
by (shelved 1 time as bayesian)
avg rating 4.48 — 75 ratings — published
Bayes' Theorem Examples: A Visual Introduction For Beginners (Kindle Edition)
by (shelved 1 time as bayesian)
avg rating 3.90 — 817 ratings — published 2016
Biostatistics: A Bayesian Introduction (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.00 — 3 ratings — published 2004
Causal Inference in Statistics: A Primer (Kindle Edition)
by (shelved 1 time as bayesian)
avg rating 4.10 — 248 ratings — published 2016
Introduction to Bayesian Statistics (Unknown Binding)
by (shelved 1 time as bayesian)
avg rating 4.00 — 5 ratings — published 2000
MCMC from Scratch: A Practical Introduction to Markov Chain Monte Carlo (Hardcover)
by (shelved 1 time as bayesian)
avg rating 0.0 — 0 ratings — published
Everything Is Predictable: How Bayesian Statistics Explain Our World (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.03 — 971 ratings — published 2024
Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
by (shelved 1 time as bayesian)
avg rating 4.50 — 2 ratings — published
Forecasting: principles and practice (Paperback)
by (shelved 1 time as bayesian)
avg rating 4.38 — 312 ratings — published 2013
Regression and Other Stories (Analytical Methods for Social Research)
by (shelved 1 time as bayesian)
avg rating 4.26 — 119 ratings — published
Bayesian Statistics in Actuarial Science: with Emphasis on Credibility (Huebner International Series on Risk, Insurance and Economic Security)
by (shelved 1 time as bayesian)
avg rating 3.83 — 6 ratings — published 1991
The Doomsday Calculation: How an Equation that Predicts the Future Is Transforming Everything We Know About Life and the Universe (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.63 — 341 ratings — published
The Scientist & Engineer's Guide to Digital Signal Processing (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.57 — 123 ratings — published 1997
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.34 — 521 ratings — published
Statistical Decision Theory and Bayesian Analysis (Springer Series in Statistics)
by (shelved 1 time as bayesian)
avg rating 4.19 — 36 ratings — published 1993
Generalized Additive Models: An Introduction with R (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.17 — 23 ratings — published
Judgment Under Uncertainty: Heuristics and Biases (Paperback)
by (shelved 1 time as bayesian)
avg rating 4.17 — 1,450 ratings — published 1982
Probability and Bayesian Modeling (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.67 — 3 ratings — published
Applied Predictive Modeling (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.40 — 339 ratings — published 2013
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.43 — 1,874 ratings — published 2001
The Book of Why: The New Science of Cause and Effect (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.94 — 6,455 ratings — published 2018
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.97 — 52,055 ratings — published 2012
The Model Thinker: What You Need to Know to Make Data Work for You (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.92 — 933 ratings — published 2018
Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience)
by (shelved 1 time as bayesian)
avg rating 3.85 — 26 ratings — published 2006
Bayesian Essentials with R (Springer Texts in Statistics)
by (shelved 1 time as bayesian)
avg rating 3.50 — 6 ratings — published 2013
Introduction to Bayesian Statistics, 2nd Edition (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.71 — 56 ratings — published 2004
A First Course in Bayesian Statistical Methods (Springer Texts in Statistics)
by (shelved 1 time as bayesian)
avg rating 4.02 — 53 ratings — published 2009
Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.96 — 26 ratings — published 1997
Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.72 — 5,983 ratings — published 2007
The Bayesian Choice: From Decision-Theoretic Foundations to Computational Implementation (Springer Texts in Statistics)
by (shelved 1 time as bayesian)
avg rating 4.21 — 29 ratings — published 1997
Superforecasting: The Art and Science of Prediction (Hardcover)
by (shelved 1 time as bayesian)
avg rating 4.08 — 21,812 ratings — published 2015
Bayesian Analysis of Stochastic Process Models (Hardcover)
by (shelved 1 time as bayesian)
avg rating 3.75 — 4 ratings — published 2012
Bayesian Nonparametrics (Springer Series in Statistics)
by (shelved 1 time as bayesian)
avg rating 3.50 — 4 ratings — published 2003
“With Bayesian networks, we had taught machines to think in shades of grey, and this was an important step toward humanlike thinking. But we still couldn't teach machines to understand causes and effects. We couldn't explain to a computer why turning the dial of a barometer won't cause rain.... Without the ability to envision alternate realities and contrast them with the currently existing reality, a machine...cannot answer the most basic question that makes us human: "Why?”
― The Book of Why: The New Science of Cause and Effect
― The Book of Why: The New Science of Cause and Effect
“Although Ramsey's and de Finetti's accounts endowed an agent's probabilities with a purely subjective status they knew that, for from rendering those quantities scientifically valueless, the condition of consistency combined with the rule of conditionalization supports a powerful new epistemology called Bayesian epistemology. Its scientific appeal lies principally in two features: (i) so-called Bayesian networks are not only extremely powerful diagnostic tools but also provide the formal basis of some of the most revolutionary developments in AI; (ii) in fairly general circumstances agents with different initial, or prior, probability functions will, with enough new information, find their updated probabilities converging; in this way, it is claimed, objectivity is realized as an emergent property of consistent subjective assignments.”
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