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Statistics and Analysis of Scientific Data

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Cover of 'Statistics and Analysis of Scientific Data'

Table of Contents

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    Book Overview
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    Chapter 1 Theory of Probability
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    Chapter 2 Random Variables and Their Distribution
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    Chapter 3 Sum and Functions of Random Variables
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    Chapter 4 Estimate of Mean and Variance and Confidence Intervals
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    Chapter 5 Distribution Function of Statistics and Hypothesis Testing
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    Chapter 6 Maximum Likelihood Fit to a Two-Variable Dataset
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    Chapter 7 Goodness of Fit and Parameter Uncertainty
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    Chapter 8 Comparison Between Models
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    Chapter 9 Monte Carlo Methods
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    Chapter 10 Markov Chains and Monte Carlo Markov Chains
Attention for Chapter 1: Theory of Probability
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Chapter title
Theory of Probability
Chapter number 1
Book title
Statistics and Analysis of Scientific Data
Published in
Graduate Texts in Physics, January 2013
DOI 10.1007/978-1-4614-7984-0_1
Book ISBNs
978-1-4614-7983-3, 978-1-4614-7984-0
Authors

Massimiliano Bonamente, Bonamente, Massimiliano

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