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Certification Course

Non-parametric Statistical Inference

This is different from parametric Statistical Inference as here the underlying distribution is assumed to be unknown.

In this course you will learn :

Week 1:Introduction to Non-parametric Inference , Estimation of Location and Dispersion, Introduction to Linear Rank Statistics

Week 2:Linear ranks tests for Scale Problem, Some results on Linear Rank Statistics

Week 3: Tests of Goodness of Fit , Tests of Randomness The General Two-Sample Problem, Run Test, Median Test, Kolmogorov-Smirnov Test

Week 4:Measures of Association of Bi-variate samples, Kendall’s Tau Coefficient, Spearman’s Rank Coefficient, Equality of k independent samples.