Data analysis

Data analysis: a model comparison approach to regression, ANOVA, and beyond

by Judd, Charles M.

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Title Statements

  • Full title :Data analysis : a model comparison approach to regression, ANOVA, and beyond / Charles M. Judd, University of Colorado, Gary H. McClelland, University of Colorado, Carey S. Ryan, University of Nebraska at Omaha.

Edition Statements

  • Publication Date:2017.
  • Edition:Third edition

Publication Statements

Notes

Revised edition of Data analysis, 2007.

The Physical Object

  • Description:xii, 366 pages : : illustrations ; : 26 cm

Edition Identifiers

  • ISBN:9781138819825, 1138819824, 9781138819832, 1138819832
  • oclc:ocn980301855
  • LC Classification:QA276
  • Dewey Decimal:519.5/36

Table of Contents

Preface -- Introduction to data analysis -- Simple models: definitions of error and parameter estimates -- Simple models: models of error and sampling distributions -- Simple models: statistical inferences about parameter values -- Simple regression: estimating models with a single continuous predictor -- Multiple regression: models with multiple continuous predictors -- Moderated and nonlinear regression models -- One-way anova: models with a single categorical predictor -- Factorial anova: models with multiple categorical predictors and product terms -- Ancova: models with continuous and categorical predictors -- Repeated measures anova: models with nonindependent errors -- Incorporating continuous predictors with nonindependent data: towards mixed models -- Outliers and ill-mannered error -- Logistic regression -- References -- Appendices -- Author index -- Subject index.

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Subjects

Analyse des données Mathematical statistics Sciences du comportement Sciences sociales Statistique mathématique

Writers

Judd, Charles M. McClelland, Gary H. Ryan, Carey S.

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