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Advanced Statistical Methods for Healthcare Research (0G016G)

Kursbeschreibung Kurstermine Detaillierter Kursinhalt

Detaillierter Kursinhalt

  • Logic of testing for mean differences
  • Comparing two groups: review of t-test
  • Comparing more than two groups: ANOVA
  • Examining the data
  • Hypothesis testing and assumptions
  • One-way Analysis of Variance (ANOVA)
  • Multi-way univariate ANOVA
  • Multi-way multivariate ANOVA (MANOVA)
  • Nonparametric (distribution free) alternatives
  • Post hoc testing and planned comparisons
  • Graphing the results
  • Review of multiple linear regression
  • Influential points and multicollinearity
  • Including categorical predictors in regression models via dummy variables
  • Running logistic regression in IBM SPSS Statistics
  • ROC curves
  • Interpreting logistic regression output
  • Repeated measures ANOVA