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Philosophy of Statistics
1.
A Treatise of Human Nature
by:
David Hume
3.95 avg rating β 12,538 ratings
2.
Bayesian Data Analysis
by:
Professor in the Department of Statistics Andrew Gelman
4.21 avg rating β 537 ratings
3.
An Investigation of the Laws of Thought
by:
George Boole
4.06 avg rating β 130 ratings
4.
Fact, Fiction, and Forecast
by:
Nelson Goodman
4.01 avg rating β 193 ratings
5.
Probability Theory: The Logic of Science
by:
E.T. Jaynes
4.41 avg rating β 648 ratings
6.
Information Theory, Inference, and Learning Algorithms
by:
David J.C. MacKay
4.52 avg rating β 481 ratings
6.
The Logic of Scientific Discovery
by:
Karl Popper
4.03 avg rating β 5,360 ratings
8.
The Cult of Statistical Significance: How the Standard Error Costs Us Jobs, Justice, and Lives (Economics, Cognition, And Society)
by:
Stephen T. Ziliak
3.72 avg rating β 162 ratings
9.
An Introduction to the Bootstrap (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
by:
Bradley Efron
4.33 avg rating β 67 ratings
10.
The Design of Experiments
by:
Ronald A. Fisher
3.83 avg rating β 12 ratings
11.
The Minimum Description Length Principle
by:
Peter D. GrΓΌnwald
4.08 avg rating β 12 ratings
12.
Reasoning About Uncertainty
by:
Joseph Y. Halpern
really liked it 4.00 avg rating β 17 ratings
12.
Foundations of the Theory of Probability
by:
A.N. Kolmogorov
4.30 avg rating β 46 ratings
14.
A Treatise on Probability
by:
John Maynard Keynes
4.11 avg rating β 117 ratings
15.
Principal Component Analysis (Springer Series in Statistics)
by:
Ian T. Jolliffe
4.25 avg rating β 16 ratings
16.
Error and the Growth of Experimental Knowledge (Science and Its Conceptual Foundations series)
by:
Deborah G. Mayo
really liked it 4.00 avg rating β 18 ratings
17.
Philosophical Theories of Probability
by:
Donald Gillies
3.73 avg rating β 37 ratings
18.
Laws and Symmetry
by:
Bas C. Van Fraassen
3.83 avg rating β 23 ratings
18.
Scientific Reasoning: The Bayesian Approach
by:
Colin Howson
3.67 avg rating β 43 ratings
20.
Introduction to the Theory of Statistics
by:
Alexander M. Mood
3.85 avg rating β 41 ratings
21.
Choice and Chance: An Introduction to Inductive Logic
by:
Brian Skyrms
3.70 avg rating β 33 ratings
22.
Bayesian Theory
by:
JosΓ© M. Bernardo
4.26 avg rating β 19 ratings
22.
Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
by:
Kenneth P. Burnham
4.43 avg rating β 28 ratings
22.
Understanding The New Statistics (Multivariate Applications Series)
by:
Geoff Cumming
4.21 avg rating β 70 ratings
25.
Probability and Measure (Wiley Series in Probability and Statistics Book 938)
by:
Patrick Billingsley
4.21 avg rating β 66 ratings
26.
Statistical methods for research workers. Fourteenth Edition Revised
by:
Ronald A. Fisher
3.60 avg rating β 20 ratings
27.
Bayes or Bust? A Critical Examination of Bayesian Confirmation Theory
by:
John Earman
3.36 avg rating β 11 ratings
28.
Probability, Statistics and Truth (Dover Books on Mathematics)
by:
Richard von Mises
3.90 avg rating β 41 ratings
29.
The Philosophy of Jaakko Hintikka (Library of Living Philosophers
by:
Randall E. Auxier
it was amazing 5.00 avg rating β 3 ratings
30.
The likelihood principle (Lecture notes-monograph series)
by:
James O. Berger
it was amazing 5.00 avg rating β 1 rating
31.
Studies in Subjective Probability
by:
Henry E. Kyburg Jr.
it was amazing 5.00 avg rating β 1 rating
31.
Theory of Probability: A Critical Introductory Treatment (Wiley Series in Probability and Statistics Book 6)
by:
Bruno De Finetti
4.60 avg rating β 5 ratings
33.
Optimum Inductive Methods: A Study in Inductive Probability, Bayesian Statistics, and Verisimilitude (Synthese Library, 232)
by:
R. Festa
it was amazing 5.00 avg rating β 1 rating
34.
Philosophy of Statistics (Handbook of the Philosophy of Science 7)
by:
Prasanta S. Bandyopadhyay
really liked it 4.00 avg rating β 6 ratings
35.
The Oxford Handbook of Probability and Philosophy (Oxford Handbooks)
by:
Alan HΓ‘jek
4.50 avg rating β 2 ratings
36.
Advances In Minimum Description Length: Theory And Applications (NEURAL INFORMATION PROCESSING SERIES)
by:
Peter D. GrΓΌnwald
liked it 3.00 avg rating β 2 ratings
36.
Logical Foundations of Probability
by:
Rudolf Carnap
4.31 avg rating β 13 ratings
38.
Statistical Methods, Experimental Design, and Scientific Inference
by:
Ronald A. Fisher
4.29 avg rating β 7 ratings
38.
Uncertain Inference
by:
Henry E. Kyburg Jr.
it was amazing 5.00 avg rating β 2 ratings
40.
What If There Were No Significance Tests?
by:
Lisa L. Harlow
4.29 avg rating β 7 ratings
41.
Theory of Probability
by:
the late Harold Jeffreys
4.90 avg rating β 10 ratings
42.
Probability and the Art of Judgment
by:
Richard C. Jeffrey
really liked it 4.00 avg rating β 4 ratings
43.
Principles of Uncertainty
by:
Joseph B. Kadane
4.40 avg rating β 5 ratings
43.
The Logic of Reliable Inquiry
by:
Kevin T. Kelly
4.11 avg rating β 9 ratings
45.
Foundations of Measurement Volume II: Geometrical, Threshold, and Probabilistic Representations (Dover Books on Mathematics)
by:
Patrick C. Suppes
3.75 avg rating β 4 ratings
45.
Foundations of Measurement Volume III: Representation, Axiomatization, and Invariance (Volume 3) (Dover Books on Mathematics)
by:
R. Duncan Luce
really liked it 4.00 avg rating β 3 ratings
45.
Philosophical Problems of the Internal and External Worlds: Essays on the Philosophy of Adolf GrΓΌnbaum
by:
John Earman
it was amazing 5.00 avg rating β 1 rating
48.
The Enterprise of Knowledge: An Essay on Knowledge, Credal Probability, and Chance
by:
Isaac Levi
4.25 avg rating β 4 ratings
48.
Introduction to Probability and Statistics from a Bayesian Viewpoint, Part 1, Probability
by:
Dennis V. Lindley
4.50 avg rating β 4 ratings
48.
Error and Inference: Recent Exchanges on Experimental Reasoning, Reliability, and the Objectivity and Rationality of Science
by:
Deborah G. Mayo
4.60 avg rating β 5 ratings
48.
The Direction of Time (Dover Books on Physics)
by:
Hans Reichenbach
4.08 avg rating β 78 ratings
52.
Introduction to Probability and Statistics from a Bayesian Viewpoint, Part 2, Inference
by:
D.V. Lindley
4.25 avg rating β 4 ratings
52.
Betting on Theories
by:
Patrick Maher
really liked it 4.00 avg rating β 4 ratings
54.
The Matter of Chance
by:
D.H. Mellor
3.50 avg rating β 2 ratings
55.
Foundations of Mathematics and other Logical Essays
by:
F.P. Ramsey
4.42 avg rating β 24 ratings
55.
Representation and Invariance of Scientific Structures (Volume 130) (Lecture Notes)
by:
Patrick C. Suppes
4.71 avg rating β 7 ratings
57.
Collected Papers of Charles Sanders Peirce
by:
Charles Sanders Peirce
4.42 avg rating β 12 ratings
57.
Statistical Reasoning with Imprecise Probabilities (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
by:
Peter Walley
4.60 avg rating β 5 ratings
59.
Experience and Prediction: An Analysis of the Foundations and the Structure of Knowledge
by:
Hans Reichenbach
4.82 avg rating β 11 ratings
60.
Probability Theory (Dover Books on Mathematics)
by:
AlfrΓ©d RΓ©nyi
4.44 avg rating β 9 ratings
60.
Probabilities, Laws, and Structures (The Philosophy of Science in a European Perspective, 3)
by:
Dennis Dieks
really liked it 4.00 avg rating β 2 ratings
62.
A Mathematical Theory of Evidence
by:
Glenn Shafer
really liked it 4.00 avg rating β 7 ratings
63.
In Defence of Objective Bayesianism
by:
Jon Williamson
really liked it 4.00 avg rating β 1 rating
64.
The Ground of Induction
by:
Donald Williams
0.00 avg rating β 0 ratings
65.
The Philosophy Of The Inductive Sciences V1: Founded Upon Their History (1847)
by:
William Whewell
3.75 avg rating β 4 ratings
66.
Scientific Knowledge: Causation, Explanation, and Corroboration (Boston Studies in the Philosophy and History of Science, 69)
by:
James H. Fetzer
it was amazing 5.00 avg rating β 1 rating
67.
Comparative Statistical Inference
by:
Vic Barnett
3.86 avg rating β 7 ratings
68.
Analysis of Multivariate Social Science Data
by:
David J. Bartholomew
2.67 avg rating β 6 ratings
69.
Causation, Prediction, and Search
by:
Peter Spirtes
3.84 avg rating β 25 ratings
70.
Studies in inductive logic and probability
by:
Rudolf Carnap
liked it 3.00 avg rating β 3 ratings
71.
Model Selection and Model Averaging (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 27)
by:
Gerda Claeskens
3.83 avg rating β 6 ratings
72.
Formal Logic: Or, The Calculus of Inference, Necessary and Probable
by:
Augustus de Morgan
2.57 avg rating β 7 ratings
73.
Philosophy of Probability: Contemporary Readings: Contemporary Readings
by:
Antony Eagle
3.83 avg rating β 6 ratings
74.
Likelihood
by:
A.W.F. Edwards
3.78 avg rating β 9 ratings
75.
A Philosophical Introduction to Probability (Volume 167) (Lecture Notes)
by:
Maria Carla Galavotti
really liked it 4.00 avg rating β 10 ratings
76.
Good Thinking: The Foundations of Probability and Its Applications (Dover Books on Mathematics)
by:
Irving John Good
really liked it 4.00 avg rating β 12 ratings
77.
Logic of Statistical Inference
by:
Ian Hacking
3.38 avg rating β 16 ratings
78.
Probabilistic Logics and Probabilistic Networks (Synthese Library, 350)
by:
Rolf Haenni
really liked it 4.00 avg rating β 1 rating
79.
Sentential Probability Logic: Origins, Development, Current Status, and Technical Applications
by:
Theodore Hailperin
0.00 avg rating β 0 ratings
80.
A Philosophical Guide to Chance: Physical Probability
by:
Toby Handfield
3.67 avg rating β 6 ratings
81.
Bayesian Nonparametrics (Cambridge Series in Statistical and Probabilistic Mathematics Book 28)
by:
Nils Lid Hjort
4.17 avg rating β 6 ratings
82.
Hume's Problems: Induction and the Justification of Belief
by:
Colin Howson
3.50 avg rating β 10 ratings
83.
Grundbegriffe der Wahrscheinlichkeitsrechnung (Ergebnisse der Mathematik und Ihrer Grenzgebiete. 1. Folge 2) (German Edition)
by:
A. Kolomogoroff
0.00 avg rating β 0 ratings
84.
Foundations of Measurement Volume I: Additive and Polynomial Representations (Volume 1) (Dover Books on Mathematics)
by:
David H. Krantz
3.75 avg rating β 8 ratings
85.
Studies in Inductive Probability and Rational Expectation (Synthese Library, 123)
by:
Theo A.F. Kuipers
0.00 avg rating β 0 ratings
86.
Probability and the Logic of Rational Belief
by:
H. E. Kyburg
0.00 avg rating β 0 ratings
87.
Probability
by:
D.H. Mellor
3.33 avg rating β 12 ratings
88.
Principles of the Theory of Probability (Volume 1) (International Encyclopedia of Unified Science)
by:
Ernest Nagel
3.43 avg rating β 7 ratings
89.
Foundations of statistical inference;: Proceedings of the Symposium on the Foundations of Statistical Inference prepared under the auspices of the ... Ont., Canada, from March 31 to April 9, 1970
by:
V.P. Godambe
0.00 avg rating β 0 ratings
90.
Encyclopedia of Machine Learning and Data Mining
by:
Claude Sammut
3.75 avg rating β 4 ratings
91.
The Uncertain Reasoner's Companion: A Mathematical Perspective (Cambridge Tracts in Theoretical Computer Science, Series Number 39)
by:
J.B. Paris
liked it 3.00 avg rating β 1 rating
92.
Creating Modern Probability: Its Mathematics, Physics and Philosophy in Historical Perspective
by:
Jan von Plato
3.67 avg rating β 9 ratings
93.
Subjective and Objective Bayesian Statistics: Principles, Models, and Applications
by:
S. James Press
3.60 avg rating β 5 ratings
94.
The Theory of Probability: An Inquiry into the Logical and Mathematical Foundations of the Calculus of Probability
by:
Hans Reichenbach
3.50 avg rating β 2 ratings
95.
Inference, Method and Decision: Towards a Bayesian Philosophy of Science (Synthese Library, 115)
by:
Roger D. Rosenkrantz
0.00 avg rating β 0 ratings
96.
Foundations and Applications of Inductive Probability
by:
Roger D. Rosenkrantz
0.00 avg rating β 0 ratings
97.
Philosophical Problems of Statistical Inference: Learning from R.A. Fisher (Theory and Decision Library, 22)
by:
T. Seidenfeld
0.00 avg rating β 0 ratings
98.
Statistics, Probability & Game Theory: Papers in Honor of David Blackwell (Lecture Notes - Monograph Series No. 30)
by:
Thomas S. Ferguson
0.00 avg rating β 0 ratings
99.
Estimation of Dependences Based on Empirical Data
by:
Vladimir Vapnik
3.33 avg rating β 3 ratings
100.
The Logic of Chance (Dover Books on Mathematics)
by:
John Venn
really liked it 4.00 avg rating β 8 ratings
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