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Advanced Linear Modeling

Overview of attention for book
Cover of 'Advanced Linear Modeling'

Table of Contents

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    Book Overview
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    Chapter 1 Nonparametric Regression
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    Chapter 2 Penalized Estimation
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    Chapter 3 Reproducing Kernel Hilbert Spaces
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    Chapter 4 Covariance Parameter Estimation
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    Chapter 5 Mixed Models and Variance Components
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    Chapter 6 Frequency Analysis of Time Series
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    Chapter 7 Time Domain Analysis
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    Chapter 8 Linear Models for Spatial Data: Kriging
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    Chapter 9 Multivariate Linear Models: General
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    Chapter 10 Multivariate Linear Models: Applications
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    Chapter 11 Generalized Multivariate Linear Models and Longitudinal Data
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    Chapter 12 Discrimination and Allocation
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    Chapter 13 Binary Discrimination and Regression
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    Chapter 14 Principal Components, Classical Multidimensional Scaling, and Factor Analysis
Attention for Chapter 5: Mixed Models and Variance Components
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