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 InferenceRare events, relationship to logistic regression, classic case-control research designs (how and why to select on the dependent variable), robust bayesian analysis, reporting standards in case-control studies, ReLogit software. Lecture Notes: Slides [to print] Printer-friendly version