Week - 1 |
Sampling, sampling distribution, standard error. |
Week - 2 |
Sampling distribution of the sample mean and central limit theorem. |
Week - 3 |
Confidence intervals based on a single sample. |
Week - 4 |
Confidence intervals based on a single sample. |
Week - 5 |
Hypothesis testing: Basic concepts, error probabilities, power of the test and p-value. |
Week - 6 |
Hypothesis testing for one population parameter: z and t tests |
Week - 7 |
Tests for one population variance and proportion. |
Week - 8 |
Comparing two population means based two independent samples. |
Week - 9 |
Comparing two population means based two independent samples. |
Week - 10 |
Comparing two population variances and proportions based on independent samples.
|
Week - 11 |
One-way ANOVA. |
Week - 12 |
Simple linear regression: LS estimation. |
Week - 13 |
Simple linear regression: Confidence intervals and hypothesis testing. |
Week - 14 |
Coefficient of determination and correlation coefficient. |