IV : Inferential Statistics
Module IV · 30 Topics
Probability and Estimation
27Introduction to Probability
28Probability Distributions
29Sampling Distributions and the Central Limit Theorem
30Confidence Intervals and Estimation
Test Selection Framework
31Introduction to Diagnostic Analytics
32Parametric Vs Non-Parametric Tests
33Choose your Test for Data Analysis
Nominal Tests
34Introduction to Nominal Tests
35Binomial Test
36Mc Nemar's Test
37Cochran's Q test-post-hoc test
38Chi-square test
39Phi-Coefficient of Correlation
Scale Tests (Parametric Tests)
40Introduction to Parametric Tests
41T-tests
42One-Sample T-Test
43Two-Sample T-Test (Independent Samples)
44Paired-Samples T-Test
45ANOVA
46One-Way ANOVA
47Two-Way ANOVA
48Post-Hoc Tests for ANOVA
49Repeated Measures ANOVA
50Karl Pearson's Coefficient of Correlation
Ordinal Tests (Non-parametric Tests)