Probability Theory With Applications in Science and Engineering
By: E. T. Jaynes // PDF file: 8.98M // PDF
Table of Content:
# Front Title Page
# Preface
# Introduction And Background
# Plausible Reasoning
# Laplace's Model of Common Sense
# Bayes' Theorem And Maximum Likelihood
# Sequential Hypothesis Testing
# Multiple Hypothesis Testing
# Queer Uses For Bayes' Theorem
# Point Estimation With Binomial And Poisson Distributions
# Interval Estimation And Asymptotic Properties
# Discrete Prior Probabilities-The Entropy Principle
# A First Look At Statistical Mechanics - this lecture was never written
# Continuous Prior Probabilities: Transformation Groups
# Introduction To Decision Theory
# Decision Theory In Signal Detection
# Survey Of Orthodox Principles
# The Ap Distribution And Rule Of Succession
# Probability And Frequency In Exchangeable Sequences
# Application Of Probability Theory To Physical Measurements
# Physics of 'Random' Experiments
# Introduction To Communication Theory
# Inference With A Gaussian Distribution
# Inference With A Cauchy Distribution
# Optimal Antenna And Filter Design
# Irreversible Statistical Mechanics I: Heims Perturbation Theory
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