Research Catalog

Analyzing medical data using S-PLUS

Title
  1. Analyzing medical data using S-PLUS / Brian Everitt, Sophia Rabe-Hesketh.
Published by
  1. New York : Springer, c2001.
Author
  1. Everitt, Brian

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FormatBook/TextAccessUse in libraryCall numberRA409.5 .E94 2001Item locationOff-site

Details

Additional authors
  1. Rabe-Hesketh, S.
Description
  1. xii, 485 p. : ill.; 24 cm.
Series statement
  1. Statistics for biology and health
Uniform title
  1. Statistics for biology and health.
Subject
  1. Software
  2. Medical statistics > Computer programs
  3. Models, Statistical
  4. S-Plus
  5. Statistics as Topic
Contents
  1. 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.
Owning institution
  1. Columbia University Libraries
Bibliography (note)
  1. Includes bibliographical references (p. [465]-472) and index.