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Advanced Parametric and Non-Parametric Statistics

Course description: This course provides knowledge, skills, and attitudes related to parametric and non-parametric statistical methods and advanced statistical analyses such as regression analysis, discriminant analysis, cluster analysis, and exploratory and confirmatory factor analyses.
Credit hours: 3
Objectives of the course :

Understanding the conditions for using parametric and non-parametric statistics
Advanced parametric methods.
Introduction to Nonparametric Statistical Methods.
Acquiring exploratory and confirmatory factor analysis skills

Course outputs :

Acquiring knowledge related to analysis of variance.
Acquire knowledge related to regression analysis.
Acquire knowledge related to discriminant analysis.
Acquiring knowledge related to cluster analysis.
Acquire knowledge related to some discriminant and correlational nonparametric methods.
Acquiring knowledge related to factor analysis.
Determine the appropriate analysis of variance method
Applying the appropriate ANOVA method
Analysis of Variance (ANOVA) Results Interpretation
Determine the appropriate regression analysis method
Applying the appropriate regression analysis method
Interpreting Regression Analysis Results
Selection, Application, and Interpretation of Nonparametric Statistical Methods
Identify, apply, and interpret appropriate factor analysis

Additional information:
  • Last updated: 2026-04-29

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