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Advanced Inferential Statistics

Course Description: The course focuses on the foundations of inferential statistics and the concept of sampling distribution, its use in statistical estimation, hypothesis testing, and the differences between parametric and non-parametric statistics. The course also covers training on selecting appropriate analysis methods, performing manual analysis and using statistical software, presenting and interpreting analysis results, and testing the validity of difference, correlation, and predictive hypotheses using parametric and non-parametric statistical methods.
Credit hours: 3
Objectives of the course :
  • Definition of statistical concepts related to generalization from sample data to population data.
  • Statistical preview options.
  • Converting research questions and assignments into statistical hypotheses.
  • Implementing some statistical methods manually and using statistical analysis software.
  • Introduction to new statistical software like Amos & Lisrel and their application.
  • Interpreting data analysis results.
Course outputs :
  • To plan and set goals by planning how to execute the required analyses.
  • Making a decision by identifying the appropriate method for the type of data presented.
  • Interpretation and analysis through the interpretation and analysis of statistical analysis results.
  • Critical thinking through critiquing statistical analyses in some previous research and studies.
Additional information:
  • Last updated: 2026-06-02

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