Primer of applied regression & analysis of variance

著者

    • Glantz, Stanton A.
    • Slinker, Bryan K.
    • Neilands, Torsten B.

書誌事項

Primer of applied regression & analysis of variance

Stanton A. Glantz, PHD, Professor of Medicine, Director, Center for Tobacco Control Research and Education, Cardiovascular Research Institute, Philip R. Lee Institute for Health Policy Studies, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California, Bryan K. Slinker, DVM, PHD, Professor of Integrative Physiology and Neuroscience, Dean, College of Veterinary Medicine, Washington State University, Pullman, Washington, Torsten B. Neilands, PHD, Professor of Medicine, Director, Methods Core, Center for AIDS Prevention Studies, University of California, San Francisco, San Francisco, California

McGraw-Hill Education, [2016]

Third edition

機械可読データファイル（リモートファイル）

タイトル別名

Primer of applied regression and analysis of variance

大学図書館所蔵 件 / 全1件

この図書・雑誌をさがす

注記

Content Type: text (rdacontent), Media Type: computer (rdamedia), Carrier Type: online resource (rdacarrier)

Includes bibliographical references and index

収録内容

  • Why do multivariate analysis?
  • The first step : understanding simple linear regression
  • Regression with two or more independent variables
  • Do the data fit the assumptions?
  • Multicollinearity and what to do about it
  • Selecting the "best" regression model
  • Missing data
  • One-way analysis of variance
  • Two-way analysis of variance
  • Repeated measures
  • Mixing continuous and categorical variables : analysis of covariance
  • Regression with a qualitative dependent variable : logistic regression
  • Regression modeling of time-to-event data : survival analysis
  • Nonlinear regression

詳細情報

ページトップへ