STA644 : Non-Parametric Statistics

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Course Info

Course Category

Probability & Statistics

Course Level


Credit Hours





Dr. Kalsoom Akhtar
PhD Applied Statistics
National College of Business Administration & Economics Lahore (Lahore/Pakistan)

Course Contents

This course deals with the analysis of data for which parametric and nonparametric methods are indicated. Topics include a Measurement Scales, Hypothesis Testing, Parametric and Non-Parametric Test, Binomial Test, Sign Test, McNemer Test, Sign Test Median Based, Chi-Square Test, Yate’s Correction, Median Test, Goodness of Fit,  Fisher Test,  Mann Whitney U Test, Ansari Bradley Test,  Mosses Test, Wilcoxon Signed Rank Test,  Krusal Wallis H Test, Friedman Test, Cochran’s Test, Spearman’s Rank Correlation Test, Kendall’s Tau Test, Lelliforce Test, Shapiro Wilk Test for Normality, Kolmogrove Simronove Test, Run Test, Seigel Tuckey Test, Squared Ranks Test,  and Simple Linear Regression Analysis, and nonparametric methods for single samples and for two-sample comparisons.