Dublin Lectures in Quantitative International Relations
Syllabus and Lectures
Syllabus
Introduction to Maximum Likelihood
Common Models in the I.R. Literature
Comparative Model Testing
Specification in International Relations
Exercises
Exercises 1
Exercises 2
Exercises 3
Data sets
Huth, Bennett, and Gelpi (1993)
codebook
Saideman (2002)
codebook
Pollins (1996)
codebook
Code
Ordered probit and logit functions (Jackman)
Comparative model testing (Clarke)
Examples
Readings
Huth, Gelpi, and Bennett. 1993. "The Escalation of Great Power Militarized Disputes."
Saideman. 2002. "Discrimination in International Relations"."
Pollins. 1996. "Global Political Order, Economic Change, and Armed Conflict."
Clarke, 2007. "The Necessity of Being Comparative."
Clarke, 2005. "The Phantom Menace: Omitted Variable Bias in Econometric Research."
Clarke, 2003. "Nonparametric Model Discrimination in International Relations."
Clarke, 2001. "Testing Nonnested Models of International Relations."
R Resources
The R Project
The Comprehensive R Archive Network
Faraway, J. 2002. "Practical Regression and Anova using R."
Using R for Data Analysis and Graphics: An Introduction
by J.H. Maindonald
Datasets
R for Beginners
by Emmanuel Paradis
Kickstarting R
by Jim Lemon
R for Categorical Data Analysis
by Brett D. Presnell
simpleR: Using R for Introductory Statistics
by John Verzani
A Brief Guide to R for Beginners in Econometrics
by Mahmood Arai
Contributed Documentation
Many of the documents listed above, as well as others, can be found here.