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

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About Course

Advanced Statistical Analysis (उन्नत सांख्यिकीय विश्लेषण)
M.Com (ABST) – Semester 1 | Paper – 4

This course is designed to provide in-depth knowledge of advanced statistical concepts and analytical techniques used in business and research. It covers probability theory, theoretical distributions, sampling theory, hypothesis testing, parametric and non-parametric tests, ANOVA, and decision theory.

Students will learn how to apply statistical tools to real-world data, interpret results, and make informed decisions in business and research environments.

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

Course Content

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