Syllabus
Poster Session/Research
Write-Up
Lecture Slides
Introduction
to Maximum Likelihood
Stata-based
Lecture Notes on Logit and Probit
Stata-based
Notes on Ordinal Models
Stata-based notes on Conditional Logit
Post-Estimation
Uncertainty and Effects Displays
Nested Logit, Truncation and Censoring
Introduction
to Matching Methods
Problem Sets
Distributions,
Likelihood, and R
Multicategorical Response Models
Exams
Some
R Script for Probit Model
Exam
2 (Due Friday, May 12, 9:00 AM)
(Data Sets needed for Exam)
Articles
R Code
Coin
Flips Script (Plain Text File)
Stata
script for Ordinal Models
R
Script for Event Count Models
R
Script for Zelig using Benoit voting data. (Zelig 1)
R
Script for Zelig using Benoit conflict data. (Zelig 2)
R
Script for Nonparametric Regression
Data Sets Used in Lectures
Simulated
data for logit optimization lecture (Stata format; used library(foreign) to
read into R)
Stata
data set for script on MLE and Logit
Stata
data set on Affirmative Action (can be used with script for ordinal models)
Stata
data set on Immigration Attitudes (can be used with script for ordinal models)
Boehmke
Data for Event Count R script
Stata
10 version of data that works with Zelig 1
Stata
10 version of data that works with Zelig 2