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Statistical Analysis of Empirical Data

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Cover of 'Statistical Analysis of Empirical Data'

Table of Contents

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    Book Overview
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    Chapter 1 Fundamentals
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    Chapter 2 Sample Statistics Are NOT Parameters
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    Chapter 3 Confidence
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    Chapter 4 Multiplicity and Multiple Comparisons
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    Chapter 5 Power and the Myth of Sample Size Determination
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    Chapter 6 Regression and Model Fitting with Collinearity
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    Chapter 7 Over-Parameterization
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    Chapter 8 Ignoring Error Control Factors and Experimental Design
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    Chapter 9 Generalized Linear Models
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    Chapter 10 Mixed Models and Variance Components
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    Chapter 11 Models, Models Everywhere…Model Selection
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    Chapter 12 Bayesian Analyses
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    Chapter 13 The Acceptance Sampling Game
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    Chapter 14 Nonparametric Statistics: A Strange Name
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    Chapter 15 Autocorrelated Data and Dynamic Systems
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    Chapter 16 Multivariate Analysis and Classification
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    Chapter 17 Time-to-Event: Survival and Life Testing
Attention for Chapter 5: Power and the Myth of Sample Size Determination
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