Session No | Topics/Activities | Reading |
1-2 | Descriptive statistics | Chapters 1 -3 |
3-5 | Introduction to probability
· Concept of probability
· Rules of probability
· Bayes theorem | Chapter 4 |
6-8 | Random Variables and Probability Distributions | Chapter 5 |
9-10 | Sampling and Sampling Distribution | Chapter 6 |
11-12 | Estimation | Chapter 7 |
13-15 | Hypothesis testing
single and two sample for means, proportions and variances,
ANOVA,
Chi-square tests of goodness of fit & independence of attributes | Chapters 8, 9, 11 |
16-17 | Non-Parametric tests | Chapters 14 |
18-20 | Regression | Chapters 12, 13 |