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 InferenceTime varying quantities of interest; understanding hazard rates; exponential, Weibull, and Cox Proportional hazard duration models, density case control models. Lecture Notes: Slides [to print] Printer-friendly version