Statistical Analysis of Medical Data Using SAS: 1st Edition (e-Book) book cover

Statistical Analysis of Medical Data Using SAS

1st Edition

By Geoff Der, Brian S. Everitt

Chapman and Hall/CRC

440 pages

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eBook (VitalSource) : 9780429121104
pub: 2005-09-20
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Description

Statistical analysis is ubiquitous in modern medical research. Logistic regression, generalized linear models, random effects models, and Cox's regression all have become commonplace in the medical literature. But while statistical software such as SAS make routine application of these techniques possible, users who are not primarily statisticians

Table of Contents

An Introduction to SAS. Describing and Summarizing Data. Basic Inference. Scatterplots Correlation: Simple Regression and Smoothing. Analysis of Variance and Covariance. Multiple Regression. Logistic Regression. The Generalized Linear Model. Generalized Additive Models. Nonlinear Regression Models. The Analysis of Longitudinal Data I. The Analysis of Longitudinal Data II: Models for Normal Response Variables. The Analysis of Longitudinal Data III: Non-Normal Response. Survival Analysis. Analysis Multivariate Date: Principal Components and Cluster Analysis. References.

Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General
MED090000
MEDICAL / Biostatistics