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Linear Mixed-Effects Models Using R

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Cover of 'Linear Mixed-Effects Models Using R'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Case Studies
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    Chapter 3 Data Exploration
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    Chapter 4 Linear Models with Homogeneous Variance
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    Chapter 5 Fitting Linear Models with Homogeneous Variance: The lm() and gls() Functions
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    Chapter 6 ARMD Trial: Linear Model with Homogeneous Variance
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    Chapter 7 Linear Models with Heterogeneous Variance
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    Chapter 8 Fitting Linear Models with Heterogeneous Variance: The gls() Function
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    Chapter 9 ARMD Trial: Linear Model with Heterogeneous Variance
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    Chapter 10 Linear Model with Fixed Effects and Correlated Errors
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    Chapter 11 Fitting Linear Models with Fixed Effects and Correlated Errors: The gls() Function
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    Chapter 12 ARMD Trial: Modeling Correlated Errors for Visual Acuity
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    Chapter 13 Linear Mixed-Effects Model
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    Chapter 14 Fitting Linear Mixed-Effects Models: The lme()Function
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    Chapter 15 Fitting Linear Mixed-Effects Models: The lmer() Function
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    Chapter 16 ARMD Trial: Modeling Visual Acuity
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    Chapter 17 PRT Trial: Modeling Muscle Fiber Specific-Force
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    Chapter 18 SII Project: Modeling Gains in Mathematics Achievement-Scores
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    Chapter 19 FCAT Study: Modeling Attainment-Target Scores
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    Chapter 20 Extensions of theRTools for Linear Mixed-Effects Models
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