تجاوز إلى المحتوى الرئيسي
User Image

خلود محمد باسالم

Demonstrator

قسم الإحصاء و بحوث العمليات

كلية العلوم
المدينة الجامعية - كلية العلوم مبنى 5 - الدور الثالث - مكتب 66
مادة دراسية

STAT 333-Non-parametric Statistics Methods

Non-parametric Statistics Methods

 

:Course Description

  • Introduction : review of some parametric tests , the nonparametric statistical procedures .
  • Testing data for normality : Describing data and the normal distribution, computing and testing kurtosis and skewness for sample normality, Examining skewness and kurtosis for normality using statistical software packages .
  • The Kolmogorov–Smirnov one-sample test: performing the Kolmogorov–Smirnov one-sample test using statistical software packages
  • Comparing two related samples : The Wilcoxon signed rank and the sign test: Confidence interval for the Wilcoxon signed rank test, performing the Wilcoxon Wilcoxon signed rank test and the sign test using statistical software packages .
  • Comparing two unrelated samples : The Mann-whitney U-test and Kolmogorov–Smirnov two-sample test performing the Mann–Whitney U-Test and the Kolmogorov–Smirnov two-sample test using statistical software
  • Comparing more than two related samples : The Friedman test: performing the Friedman test using statistical software packages
  • Comparing more than two unrelated samples :The Kruskal-Wallis H-test test: performing the Kruskal-Wallis H-test test using statistical software packages
  • Comparing variables of ordinal or dichotomous scales: Spearman rank-order, Point-Biserial, and Biserial correlations:  performing the Spearman rank-order correlation, the Point-Biserial correlation and the Biserial correlation using statistical software packages
  • The e2 Goodness-of-Fit Test (Category Frequencies not equal ) :  performing the e2 Goodness-of-Fit test using statistical software packages
  • The e2 test for independence  :  performing the The e2 test for independence using statistical software packages
  • The Fisher exact test , computing the Fisher exact test for 2x2 tables :  performing the Fisher exact test using statistical software packages
  • Test for randomness :The runs test : performing the run  test using statistical software packages

 

 :Required text Books

Gregory W. Corder, Dale I. Foreman - Nonparametric Statistics for Non-Statisticians_ A Step-by-Step Approach-Wiley (2009)

 

ملحقات المادة الدراسية