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Understanding Statistics and Experimental Design

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Cover of 'Understanding Statistics and Experimental Design'

Table of Contents

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    Book Overview
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    Chapter 1 Basic Probability Theory
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    Chapter 2 Experimental Design and the Basics of Statistics: Signal Detection Theory (SDT)
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    Chapter 3 The Core Concept of Statistics
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    Chapter 4 Variations on the t -Test
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    Chapter 5 The Multiple Testing Problem
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    Chapter 6 ANOVA
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    Chapter 7 Experimental Design: Model Fits, Power, and Complex Designs
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    Chapter 8 Correlation
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    Chapter 9 Meta-analysis
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    Chapter 10 Understanding Replication
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    Chapter 11 Magnitude of Excess Success
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    Chapter 12 Suggested Improvements and Challenges
Attention for Chapter 4: Variations on the t -Test
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