Analyzing Medical Data Using S-PLUS
This book concentrates solely on medical data sets trying to demonstrate the flexibility of S-PLUS and its huge advantages, particularly for applied medical statisticians.
1139933630
Analyzing Medical Data Using S-PLUS
This book concentrates solely on medical data sets trying to demonstrate the flexibility of S-PLUS and its huge advantages, particularly for applied medical statisticians.
169.99 In Stock
Analyzing Medical Data Using S-PLUS

Analyzing Medical Data Using S-PLUS

Analyzing Medical Data Using S-PLUS

Analyzing Medical Data Using S-PLUS

Paperback(Softcover reprint of hardcover 1st ed. 2001)

$169.99 
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Overview

This book concentrates solely on medical data sets trying to demonstrate the flexibility of S-PLUS and its huge advantages, particularly for applied medical statisticians.

Product Details

ISBN-13: 9781441931764
Publisher: Springer New York
Publication date: 12/06/2010
Series: Statistics for Biology and Health
Edition description: Softcover reprint of hardcover 1st ed. 2001
Pages: 486
Product dimensions: 6.10(w) x 9.25(h) x 0.24(d)

Table of Contents

Prologue.- 1 An Introduction to S-PLUS.- 2 Describing Data.- 3 Basic Inference.- 4 Scatterplots, Simple Regression and Smoothing.- 5 Analysis of Variance and Covariance.- 6 The Analysis of Longitudinal Data.- 7 More Graphics.- 8 Multiple Linear Regression.- 9 Generalized Linear Models I: Logistic Regression.- 10 Generalised linear models II: Poisson regression.- 11 Linear Mixed Models I.- 12 Linear Mixed Models II.- 13 Generalized Additive Models.- 14 Nonlinear models.- 15 Regression Trees.- 16 Survival Analysis I.- 17 Survival Analysis II: Cox’s Regression.- 18 Principal Components and Factor Analysis.- 19 Cluster Analysis.- 20 Discriminant Function Analysis.- A The S-Plus Gui.- A.1 Introduction.- A.2 Statistical analysis using dialogue boxes.- A.3 Graphics using the GUI.- B Answers to selected exercises.- References.
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