Probability and Statistics (BIT251HS)

Descriptive statistics, probability theory, theoretical distributions, estimation, hypothesis testing, and correlation/regression.

1. Unit 1: Nature and scope of statistics

2. Unit 2: Data and its collection

3. Unit 3: Classification and tabulation of data

4. Unit 4: Diagrammatic and graphic presentation

5. Unit 5: Measures of central tendency

6. Unit 6: Measures of dispersion

7. Unit 7: Probability

8. Unit 8: Theoretical distribution (Binomial, Poisson, Normal, Hyper-geometric)

9. Unit 9: Estimation theory and testing of hypothesis

10. Unit 10: Chi-Square distribution

11. Unit 11: Correlation and regression analysis