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Probability Theory
monograph
Author(s):
E. T. Jaynes
Editor(s):
G. Larry Bretthorst
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Related collections
Numerical Algebra, Matrix Theory, Differential-Algebraic Equations, and Control Theory
Author and book information
Book
ISBN:
9780511790423
Publication date (Print):
2003
Publication date (Online):
2009
DOI:
10.1017/CBO9780511790423
SO-VID:
b01d756b-0643-4911-8e0b-1efed7a39359
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Book chapters
pp. xix
Preface
pp. xvii
Editor's foreword
pp. 3
Plausible reasoning
pp. 24
The quantitative rules
pp. 51
Elementary sampling theory
pp. 86
Elementary hypothesis testing
pp. 119
Queer uses for probability theory
pp. 149
Elementary parameter estimation
pp. 198
The central, Gaussian or normal distribution
pp. 243
Sufficiency, ancillarity, and all that
pp. 270
Repetitive experiments: probability and frequency
pp. 314
Physics of ‘random experiments’
pp. 343
Discrete prior probabilities: the entropy principle
pp. 372
Ignorance priors and transformation groups
pp. 397
Decision theory, historical background
pp. 426
Simple applications of decision theory
pp. 451
Paradoxes of probability theory
pp. 490
Orthodox methods: historical background
pp. 509
Principles and pathology of orthodox statistics
pp. 553
The Ap distribution and rule of succession
pp. 589
Physical measurements
pp. 601
Model comparison
pp. 615
Outliers and robustness
pp. 627
Introduction to communication theory
pp. 651
Other approaches to probability theory
pp. 661
Mathematical formalities and style
pp. 677
Convolutions and cumulants
pp. 683
References
pp. 705
Bibliography
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