33 résultats

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Applied Econometrics

Documents

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