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    Quantitative Research Methods for Political Science, Public Policy and Public Administration (With Applications in R) by Jenkins-Smith, Hank, Ripberger, Joseph

    Published 2017
    Table of Contents: “…I Theory and Empirical Social Science -- 1 Theories and Social Science -- 2 Research Design -- 3 Exploring and Visualizing Data -- 4 Probability -- 5 Inference -- 6 Association of Variables -- II Simple Regression -- 7 The Logic of Ordinary Least Squares Estimation -- 8 Linear Estimation and Minimizing Error -- 9 Bi-Variate Hypothesis Testing and Model Fit -- 10 OLS Assumptions and Simple Regression Diagnostics -- III Multiple Regression -- 11 Introduction to Multiple Regression -- 12 The Logic of Multiple Regression -- 13 Multiple Regression and Model Building -- 14 Topics in Multiple Regression -- 15 The Art of Regression Diagnostic -- IV Generalized Linear Model -- 16 Logit Regression -- V Appendices -- 17 Appendix: Basic…”
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