| 1 |
Week 1 |
Introduction to sampling methods and sampling distributions |
- |
| 2 |
Week 2 |
Central Limit Theorem and its applications |
- |
| 3 |
Week 3 |
Point estimation: estimators and their properties |
- |
| 4 |
Week 4 |
Interval estimation (confidence intervals): mean and proportion |
- |
| 5 |
Week 5 |
Fundamentals of hypothesis testing (H0–H1, errors, p-value) |
- |
| 6 |
Week 6 |
One-sample hypothesis tests (Z test, t test |
- |
| 7 |
Week 7 |
Two-sample hypothesis tests (independent samples t test) |
- |
| 8 |
Week 8 |
Paired-samples t test and applications |
- |
| 9 |
Week 9 |
Chi-square (χ²) tests: goodness-of-fit and independence tests |
- |
| 10 |
- |
MID-TERM EXAM |
- |
| 11 |
Week 11 |
One-way analysis of variance (ANOVA) and post-hoc tests |
- |
| 12 |
Week 12 |
Simple linear regression: model building and interpretation |
- |
| 13 |
Week 13 |
Correlation analysis (Pearson) and interpretation |
- |
| 14 |
Week 14 |
Introduction to time series and trend analysis (moving average, linear trend) |
- |
| 15 |
Week 15 |
Introduction to time series and trend analysis (moving average, linear trend) |
- |
| 16 |
- |
FINAL EXAM |
- |
| 17 |
- |
FINAL EXAM |
- |