Week - 1 |
Basic Concepts in Statistics: Population, Sample, Sampling techniques |
Week - 2 |
Parameter and Statistics |
Week - 3 |
Variable Types; Measurement Levels |
Week - 4 |
Quantitative Research Design and Analysis: Model selection, Reliability, Validity, Reliability and validity types and measures |
Week - 5 |
Data Analysis: SPSS, Frequency distribution, Central tendency measurements, Propagation measurements, Standard scores |
Week - 6 |
One and Two Tailed Tests |
Week - 7 |
Type I and Type II Errors |
Week - 8 |
Graphical Representations, Hypothesis Testing and Assumptions |
Week - 9 |
t-Test: Single sample t-test, Independent samples t-test, Paired samples t-test |
Week - 10 |
Variance Analysis: ANOVA |
Week - 11 |
Correlation |
Week - 12 |
Regression |
Week - 13 |
Non-Parametric Statistics |
Week - 14 |
Effect size |