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Analyzing Medical Data Using S-PLUS

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Cover of 'Analyzing Medical Data Using S-PLUS'

Table of Contents

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    Book Overview
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    Chapter 1 Prologue: Medical Statistics
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    Chapter 2 An Introduction to S-PLUS
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    Chapter 3 Describing Data
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    Chapter 4 Basic Inference
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    Chapter 5 Scatterplots, Simple Regression and Smoothing
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    Chapter 6 Analysis of Variance and Covariance
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    Chapter 7 The Analysis of Longitudinal Data
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    Chapter 8 More Graphics
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    Chapter 9 Multiple Linear Regression
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    Chapter 10 Generalized Linear Models I: Logistic Regression
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    Chapter 11 Generalised linear models II: Poisson regression
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    Chapter 12 Linear Mixed Models I
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    Chapter 13 Linear Mixed Models II
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    Chapter 14 Generalized Additive Models
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    Chapter 15 Nonlinear models
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    Chapter 16 Regression Trees
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    Chapter 17 Survival Analysis I
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    Chapter 18 Survival Analysis II: Cox’s Regression
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    Chapter 19 Principal Components and Factor Analysis
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    Chapter 20 Cluster Analysis
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    Chapter 21 Discriminant Function Analysis
Attention for Chapter 19: Principal Components and Factor Analysis
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