Lecture Notes for Advanced Quantitative Political MethodologyThe BasicsTheories of InferenceSingle Equation ModelsCausal InferenceDetecting Model DependenceMatching Methods to Ameliorate Model DependenceResearch DesignsMultiple Equation ModelsAnalysis ModelsMissing Data ModelingText AnalysisSupervised LearningUnsupervised LearningTime Series FundamentalsRare EventsTime Invariant ModelsTime Varying ModelsEcological InferenceMaking inferences about individual behavior from aggregate, group-level data. History of the ecological inference problem, Goodman's model, the Davis-Duncan bounds, King's EI model, what can go wrong and what to do about it, and model extensions. Lecture Notes: Slides [to print] Printer-friendly version
