psci2301_slides

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #ai #typescript #llm #go #golang #android #machine-learning #rust #deep-learning #linux

psci2301_slides

★ 9 Open GitHub ↗

Lecture slides for Quantitative Political Science II: Statistics (Vanderbilt University)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# PSCI 2301 --- Quantitative Political Science II: Statistics

These are the lecture slides for [Brenton Kenkel's](https://bkenkel.com) offering of PSCI 2301 at Vanderbilt University.
All slides are written in Quarto using [my fork](https://github.com/brentonk/quarto-revealjs-bjk) of the [quarto-revealjs-clean](https://github.com/grantmcdermott/quarto-revealjs-clean) template.

# Contents

| Title                                   | Date       | PDF export                                                              | Quarto source                                                           |
| --------------------------------------- | ---------- | ----------------------------------------------------------------------- | ----------------------------------------------------------------------- |
| Introduction to the course              | 2025-01-06 | [PDF](/01_01_course_intro/01_01_course_intro.pdf)                       | [QMD](/01_01_course_intro/01_01_course_intro.qmd)                       |
| Refresher on R essentials               | 2025-01-08 | [PDF](/01_02_r_refresher/01_02_r_refresher.pdf)                         | [QMD](/01_02_r_refresher/01_02_r_refresher.qmd)                         |
| Asking causal questions                 | 2025-01-13 | [PDF](/02_01_asking_causal_questions/02_01_asking_causal_questions.pdf) | [QMD](/02_01_asking_causal_questions/02_01_asking_causal_questions.qmd) |
| The building blocks of statistics       | 2025-01-15 | [PDF](/02_02_stats_building_blocks/02_02_stats_building_blocks.pdf)     | [QMD](/02_02_stats_building_blocks/02_02_stats_building_blocks.qmd)     |
| The potential outcomes model            | 2025-01-22 | [PDF](/03_01_potential_outcomes/03_01_potential_outcomes.pdf)           | [QMD](/03_01_potential_outcomes/03_01_potential_outcomes.qmd)           |
| Randomized experiments                  | 2025-01-27 | [PDF](/04_01_randomization/04_01_randomization.pdf)                     | [QMD](/04_01_randomization/04_01_randomization.qmd)                     |
| The turnout experiment                  | 2025-01-29 | [PDF](/04_02_ggl2008/04_02_ggl2008.pdf)                                 | [QMD](/04_02_ggl2008/04_02_ggl2008.qmd)                                 |
| Statistical inference in theory         | 2025-02-03 | [PDF](/05_01_inference_theory/05_01_inference_theory.pdf)               | [QMD](/05_01_inference_theory/05_01_inference_theory.qmd)               |
| Statistical inference in practice       | 2025-02-05 | [PDF](/05_02_inference_practice/05_02_inference_practice.pdf)           | [QMD](/05_02_inference_practice/05_02_inference_practice.qmd)           |
| Matching                                | 2025-02-11 | [PDF](/06_01_matching/06_01_matching.pdf)                               | [QMD](/06_01_matching/06_01_matching.qmd)                               |
| Matching in practice                    | 2025-02-17 | [PDF](/06_02_matching_practice/06_02_matching_practice.pdf)             | [QMD](/06_02_matching_practice/06_02_matching_practice.qmd)             |
| Regression for causal inference         | 2025-02-24 | [PDF](/07_01_regression_theory/07_01_regression_theory.pdf)             | [QMD](/07_01_regression_theory/07_01_regression_theory.qmd)             |
| Regression with interaction terms       | 2025-02-26 | [PDF](/07_02_regression_interactions/07_02_regression_interactions.pdf) | [QMD](/07_02_regression_interactions/07_02_regression_interactions.qmd) |
| Instrumental variables in theory        | 2025-03-03 | [PDF](/08_01_instruments_theory/08_01_instruments_theory.pdf)           | [QMD](/08_01_instruments_theory/08_01_instruments_theory.qmd)           |
| Instrumental variables in practice      | 2025-03-05 | [PDF](/08_02_instruments_practice/08_02_instruments_practice.pdf)       | [QMD](/08_02_instruments_practice/08_02_instruments_practice.qmd)       |
| Regression discontinuity designs        | 2025-03-17 | [PDF](/09_01_rdd_theory/09_01_rdd_theory.pdf)                           | [QMD](/09_01_rdd_theory/09_01_rdd_theory.qmd)                           |
| RDD in practice                         | 2025-03-19 | [PDF](/09_02_rdd_practice/09_02_rdd_practice.pdf)                       | [QMD](/09_02_rdd_practice/09_02_rdd_practice.qmd)                       |
| Differences in differences              | 2025-03-31 | [PDF](/10_01_did_theory/10_01_did_theory.pdf)                           | [QMD](/10_01_did_theory/10_01_did_theory.qmd)                           |
| Implementing differences in differences | 2025-04-07 | [PDF](/10_02_did_practice/10_02_did_practice.pdf)                       | [QMD](/10_02_did_practice/10_02_did_practice.qmd)                       |
| Synthetic control: A crash course       | 2025-04-09 | [PDF](/11_01_synthetic_control/11_01_synthetic_control.pdf)                       | [QMD](/11_01_synthetic_control/11_01_synthetic_control.qmd)                       |

psci2301_slides

Explore Similar Repositories

Was this content helpful?

Recent Feedback

Download README