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Probability Theory: The Logic Of Science by Edwin Jaynes
Probability Theory: The Logic Of Science by Edwin Jaynes
Probability Theory: The Logic Of Science
By
E. T. Jaynes
The material available from this page is a pdf version of Jaynes' book. If you need postscript please
follow this link:
postscript
Table Of Contents
Preamble and Table Of Contents
1
Plausible Reasoning
2
The Quantitative Rules
3
Elementary Sampling Theory
Figure 3-1
4
Elementary Hypothesis Testing
Figure 4-1
5
Queer Uses For Probability Theory
6
Elementary Parameter Estimation
Figure 6-1
Figure 6-2
7
The Central Gaussian, Or Normal, Distribution
8
Sufficiency, Ancillarity, And All That
9
Repetitive Experiments - Probability and Frequency
http://bayes.wustl.edu/etj/prob.html (1 of 3) [5/28/2001 11:29:25 PM]
Probability Theory: The Logic Of Science by Edwin Jaynes
10
Physics Of ``Random Experiments''
11
Discrete Prior Probabilities - The Entropy Principle
13
Decision Theory - Historical Background
14
Simple Applications Of Decision Theory
15
Paradoxes Of Probability Theory
Figure 15-1
16
Orthodox Methods: Historical Background
17
Principles and Pathology of Orthodox Statistics
18
The Ap Distribution And Rule Of Succession
19
Physical Measurements
20
Trend and Seasonality In Time Series
21
Regression And Linear Models
24
Model Comparison
27
Introduction To Communication Theory
30
Maximum Entropy: Matrix Formulation
References
A
Other Approaches To Probability Theory
B
Mathematical Formalities And Style
C
http://bayes.wustl.edu/etj/prob.html (2 of 3) [5/28/2001 11:29:25 PM]
Probability Theory: The Logic Of Science by Edwin Jaynes
Convolutions And Cumulants
C
Multivariate Gaussian Integrals
A tar file containing all of the
pdf
is available. Additionally, a tar file containing these chapters as
postscript
is also available.
Larry Bretthorst
1998-07-14
http://bayes.wustl.edu/etj/prob.html (3 of 3) [5/28/2001 11:29:25 PM]
Copyright c
1995 by Edwin T. Jaynes.
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