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Amal Almohisen

Assistant Professor

Faculty

كلية العلوم
Girls Campus, Building 5 , 3rd floor , Office 159
مادة دراسية

STAT 333

Non-parametric Statistics Methods
STAT 333

Course Description:

 

List of Topics No. of
Weeks
Contact hours
Introduction, review of some parametric tests, the nonparametric statistical procedures. 1 4
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. 1 4
The Kolmogorov–Smirnov one-sample test, performing the Kolmogorov–Smirnov one-sample test using statistical software packages. 1 4
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.
2 8
Comparing two unrelated samples: The Mann−Whitney U-test and the Kolmogorov−Smirnov two-sample test, performing the Mann–Whitney U-Test and the Kolmogorov–Smirnov two-sample test using statistical software packages. 2 8
Comparing more than two related samples: The Friedman test,  performing the Friedman test using statistical software packages.    2 8
Comparing more than two unrelated samples: the Kruskal–Wallis H-test,
performing the Kruskal–Wallis H-test using statistical software packages.
1 4
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. 1 4
The χ2 Goodness-of-Fit Test (Category Frequencies not equal), performing the χ2 goodness-of-Fit test using statistical software packages. 1 4
The χ2 test for independence, performing the χ2 test for independence using statistical software packages. 1 4
The Fisher exact test, computing the Fisher exact test for 2 × 2 tables, performing the Fisher exact test using statistical software packages. 1 4
Test for randomness: The runs test, performing the runs test using statistical packages, runs test referencing a custom value, performing the runs test for a custom value using statistical software packages. 1 4

 
 
 

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