Nonparametric Statistics - Mathematical Statistics | Lecture Notes - YNetStudyHub
Mathematical Statistics

Nonparametric Statistics

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Introducing nonparametric statistical methods for analyzing data when the underlying assumptions of parametric tests are not met, including Wilcoxon rank-sum test, Kruskal-Wallis test, and Spearman's rank correlation.

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Unit Syllabus 10 Topics
1
Introduction to Mathematical Statistics
Descriptive Statistics
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Probability Distributions
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Sampling Techniques
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Estimation Theory
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Hypothesis Testing
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Regression Analysis
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Analysis of Variance (ANOVA)
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Nonparametric Statistics
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Bayesian Statistics
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