Instructor
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Syllabus
- Syllabus [PDF]
- Agresti, Alan and Barbara Finlay. 2008. Statistical Methods for the Social Science, 4th Edition. Prentice Hall. - UCLA Stat Portal's Textbook Stata code
- Wooldridge, Jeffrey M. 2016. Introductory Econometrics: A Modern Approach, Sixth Edition.Thomson. - Stata Code (1st & 2nd ed)
- Xie, Yu and Daniel Powers. 2008. Statistical Methods for Categorical Data Analysis, 2nd Edition. Emerald. - Dr. Powers' Code
- Cunningham. 2021. Causal Inference: The Mixtape. Yale University Press. - The author's website
Weekly Summary
An ID (not the KU-ID) and a password are required to access these materials. Contact your instructor or check the course Blackboard to get them.
I. OLS and Its Applications
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II. Generalized Linear Models
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III. Panel Models and Quantile Regression
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IV. Causality
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Assignments
Assignments
- Assignment 1: Homework #1 -- OLS 1 (Due February 19th)
- Assignment 2: Homework #2 -- OLS 2 (Due February 26th)
- Assignment 3: Homework #3 -- Decomposition (Due March 8th)
- Assignment 4: Homework #4 -- Logit (Due March 22th)
Data Files
- 2020 Current Population Survey - MORG, January to August (extracted from the IPUMS-CPS)