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IBM SPSS Statistics: Ordinal Regression, GLM and Hierarchical Modeling V19 - ILO (0L2M9G)

Kursbeschreibung Kurstermine Detaillierter Kursinhalt

Detaillierter Kursinhalt

Ordinal Regression

  • Explain the basic theory and assumptions of ordinal regression
  • Specify an ordinal regression analysis and interpret model fit, coefficients and model accuracy
  • Describe the key features of the Ordinal Regression procedure

Generalized Linear Models

  • Explain the use of the exponential family of distributions and a link function and how these differential a generalized linear model from a general linear model
  • Specify a Generalized Linear Model analysis and interpret the resulting output
  • Check model assumptions and predictions

Linear Mixed Models

  • Explain the general principles of a linear mixed model approach to data analysis
  • Specify a Linear Mixed Model analysis and interpret the resulting output, building successive models of greater complexity