| 1 |
Lecture |
Overview of Statistics |
| 1 |
Lab |
Operations and Objects in R |
| 2 |
Lecture |
Levels of Data |
| 2 |
Lab |
Working with Data in R |
| 3 |
Lecture |
Descriptive Statistics |
| 3 |
Lab |
Dplyr and Basic Visualization |
| 4 |
Lecture |
Probability I |
| 4 |
Lab |
Histograms, Barplots, Lineplots |
| 5 |
Lecture |
Probability II |
| 5 |
Lab |
Normal Distribution & R Functions |
| 6 |
Lecture |
Statistical Significance Testing and Z-Tests |
| 6 |
Lab |
Hypothesis Testing |
| 7 |
Lecture |
T-Tests and Correlations |
| 7 |
Lab |
T-Tests, Choropleth Maps, and Correlations |
| 8 |
Lecture |
Midterm Revision |
| 8 |
Lab |
MIDTERM |
| 9 |
Lecture |
Bivariate Regression |
| 9 |
Lab |
Bivariate Regression |
| 10 |
Lecture |
Bivariate and Multivariate Regression |
| 10 |
Lab |
Quarto Essentials |
| 11 |
Lecture |
Theories of Change |
| 11 |
Lab |
RCT Data |
| 12 |
Lecture |
Threats to Validity |
| 12 |
Lab |
DAGs |
| 13 |
Lecture |
Differences in Differences |
| 13 |
Lab |
Differences in Differences |
| 14 |
Lab |
Data Visualization |
| 15 |
Lecture |
Revision for Final Exam |
| 15 |
Lab |
FINAL EXAM |