Topics: Regression Analysis, Simple Regression Model, Multiple Regression Analysis, OLS Asymptotics, Heteroskedasticity, Time Series, Serial Correlation, Time Series Regressions, Simple Panel Data Methods, Advanced Panel Data Methods, Instrumental Variables Estimation, Two Stage Least Squares, Simultaneous Equations Models, Limited Dependent Variable Models, Sample Selection Corrections

Topics: Correlation Analysis, Regression Analysis

Topics: Heteroskedasticity, Autocorrelation, Multicollinearity, Inadequate Variation, Simultaneous Equations Regression Model, Panel Data Model

Topics: Linear Regression Model, Econometrics, Least Squares Regression, Hypothesis Tests, Model Selection, Functional Form, Difference in Differences, Structural Change, Nonlinear Regression ­Models, Semiparametric Regression ­Models, Nonparametric Regression ­Models, Endogeneity, Instrumental Variable Estimation, Generalized Regression Model, Heteroscedasticity, Regression Equations, Estimation Frameworks, Estimation Methodology, Minimum Distance Estimation, Generalized Method of ­Moments, Maximum Likelihood Estimation, Simulation-Based Estimation, Inference, Random Parameter Models, Bayesian Estimation, Cross Sections, Panel Data, Microeconometrics, Binary Outcomes, Discrete Choices, Multinomial Choices, Event Counts, Limited Dependent Variables—Truncation, Censoring, Sample ­Selection, Time Series, Macroeconometrics, Serial Correlation, Nonstationary Data

Topics: Economics, Mathematical Models, Mathematical Economics, econometrics, Nonmathematical Economics, Algebraic Methods, Constant Function, sets, polynomial functions, rational functions, Transcendental Functions, matrix algebra, matrices, Linear-Equation System, Matrix Inversion, Cramer’s Rule, Differential Calculus, Rules of Differentiation, Integral Calculus, Indefinite Integrals, Rules of Integration