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Applied EconometricsDocuments
Applied Econometrics |
Applied Econometrics |
Applied Econometrics |
Applied Econometrics |
Applied Econometrics |
Applied Econometrics |
Applied Econometrics |
Applied Econometrics |
Methods Video 1-1: Correlation and causation |
Methods Video 1-2: Project STAR RCT |
Methods Video 2-1: Models of outcome formation |
Methods Video 2-2: Building linear models: logs, quadratic terms, and interactions |
Methods Video 2-3: Building linear models: dummy variables, and discontinuities |
Methods Video 2-4: Properties of OLS with one regressor |
Methods Video 2-5: Heteroskedasticity, robust standard errors |
Methods Video 3-1: Endogeneity (omitted variable bias, measurement error, simultaneity bias, selection bias) |
Methods Video 3-2: Multiple linear regression |
Methods Video 3-3: OLS as the best linear predictor |
Methods Video 3-4: Control variables |
Methods Video 4-1: Instrumental variables regression with one instrument |
Methods Video 4-2: Instrumental variables regression with multiple instruments |
Methods Video 4-3: Weak instruments, tests of overidentifying restrictions |
Methods Video 5-1: Heterogeneous treatment effects, LATE |
Methods Video 5-2: Internal and external validity |
Methods Video 5-3: Internal and external validity, policy relevance examples |
Methods Video 6-1: Regressions with binary outcomes (LPM, Probit, Logit) |
Methods Video 6-2: Difference-in-differences 1 |
Methods Video 6-3: Difference-in-differences 2 |
Methods Video 7-1: Panel data 1 |
Methods Video 7-2: Panel data 2 |
Methods Video 8-1: Sharp regression discontinuity designs |
Methods Video 8-2: Fuzzy regression discontinuity designs |
Applied Econometrics |