ADVANCED STATISTICAL ANALYSIS उन्नत सांख्यिकीय विश्लेषण M.COM SEMSTER – 1 PAPER – 4

What Will You Learn?

• After completing this course, students will be able to:
• • Understand probability theory and counting techniques
• • Apply Bayes’ Theorem and mathematical expectation
• • Analyze Binomial, Poisson and Normal distributions
• • Understand sampling theory and standard error
• • Perform hypothesis testing and interpret p-values
• • Apply Z-test, t-test, F-test and Chi-square test
• • Understand ANOVA (one-way and two-way)
• • Use non-parametric tests like Sign test, Mann-Whitney U test, Kruskal-Wallis test
• • Apply decision theory under uncertainty and risk