Applied Medical Statistics Using SAS - Geoff Der, Brian S. Everitt

Applied Medical Statistics Using SAS

Buch | Hardcover
560 Seiten
2012
Chapman & Hall/CRC (Verlag)
978-1-4398-6797-6 (ISBN)
168,35 inkl. MwSt
Written with medical statisticians and medical researchers in mind, this intermediate-level reference explores the use of SAS for analyzing medical data. Applied Medical Statistics Using SAS covers the whole range of modern statistical methods used in the analysis of medical data, including regression, analysis of variance and covariance, longitudinal and survival data analysis, missing data, generalized additive models (GAMs), and Bayesian methods. The book focuses on performing these analyses using SAS, the software package of choice for those analysing medical data.

Features






Covers the planning stage of medical studies in detail; several chapters contain details of sample size estimation
Illustrates methods of randomisation that might be employed for clinical trials
Covers topics that have become of great importance in the 21st century, including Bayesian methods and multiple imputation

Its breadth and depth, coupled with the inclusion of all the SAS code, make this book ideal for practitioners as well as for a graduate class in biostatistics or public health.

Complete data sets, all the SAS code, and complete outputs can be found on an associated website: http://support.sas.com/amsus

Geoff Der, Brian S. Everitt

An Introduction to SAS. Statistics and Measurement in Medicine. Clinical Trials. Epidemiology. Meta-analysis. Analysis of Variance and Covariance. Scatter Plots, Correlation, Simple Regression, and Smoothing. Multiple Linear Regression. Logistic Regression. The Generalised Linear Model. Generalised Additive Models. The Analysis of Longitudinal Data I. The Analysis of Longitudinal Data II: Linear Mixed-Effects Models for Normal Response Variables. The Analysis of Longitudinal Data III: Non-Normal Responses. Survival Analysis. Cox’s Proportional Hazards Models for Survival Data. Bayesian Methods. Missing Values.

Erscheint lt. Verlag 1.11.2012
Zusatzinfo 192 Tables, black and white; 113 Illustrations, black and white
Sprache englisch
Maße 156 x 234 mm
Gewicht 946 g
Themenwelt Mathematik / Informatik Mathematik Computerprogramme / Computeralgebra
Mathematik / Informatik Mathematik Statistik
Studium Querschnittsbereiche Epidemiologie / Med. Biometrie
ISBN-10 1-4398-6797-6 / 1439867976
ISBN-13 978-1-4398-6797-6 / 9781439867976
Zustand Neuware
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