17:26Basic Econometrics - Conditional expectations
Intro
A 17-minute video from MetricsProf: “Basic Econometrics - Conditional expectations”.
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17:26
7:10Basic Econometrics - Confidence interval for a slope coefficients
Intro
A 7-minute video from MetricsProf: “Basic Econometrics - Confidence interval for a slope coefficients”.
7:44Basic Econometrics - Normal quantiles
Intro
A 8-minute video from MetricsProf: “Basic Econometrics - Normal quantiles”.
6:36Basic Econometrics - Review of statistical testing
Intro
A 7-minute video from MetricsProf: “Basic Econometrics - Review of statistical testing”.
5:38Basic Econometrics - Statistics Review 1
Intro
A 6-minute video from MetricsProf: “Basic Econometrics - Statistics Review 1”.
15:16Basic Econometrics - Statistics Review 2
Intro
A 15-minute video from MetricsProf: “Basic Econometrics - Statistics Review 2”.
15:34Basic Econometrics - Statistics Review 3
Intro
A 16-minute video from MetricsProf: “Basic Econometrics - Statistics Review 3”.
16:05Basic Econometrics - Statistics Review 4
Intro
A 16-minute video from MetricsProf: “Basic Econometrics - Statistics Review 4”.
9:56Basic Econometrics - Statistics Review 5
Intro
A 10-minute video from MetricsProf: “Basic Econometrics - Statistics Review 5”.
16:59Basic Econometrics - The F-test
Intro
A 17-minute video from MetricsProf: “Basic Econometrics - The F-test”.
17:51Basic Econometrics - The distribution of the OLS estimator
Intro
A 18-minute video from MetricsProf: “Basic Econometrics - The distribution of the OLS estimator”.
12:18Basic Econometrics - The power of the two-sided t-test
Intro
A 12-minute video from MetricsProf: “Basic Econometrics - The power of the two-sided t-test”.
29:03Basic Econometrics - The two-sided t-test
Intro
A 29-minute video from MetricsProf: “Basic Econometrics - The two-sided t-test”.
17:39Basic Econometrics - The variance of the OLS estimator
Intro
A 18-minute video from MetricsProf: “Basic Econometrics - The variance of the OLS estimator”.
21:51Basic Econometrics - Unbiasedness and consistency of OLS
Intro
A 22-minute video from MetricsProf: “Basic Econometrics - Unbiasedness and consistency of OLS”.
50:19Causal inference in econometrics
A 50-minute video from MetricsProf: “Causal inference in econometrics”.
15:56Derivation of Wald form of IV estimator
A 16-minute video from MetricsProf: “Derivation of Wald form of IV estimator”.
25:34Endogeneity lecture 2: Omitted variable bias.
A 26-minute video from MetricsProf: “Endogeneity lecture 2: Omitted variable bias.”.
21:38Endogeneity lecture 3: Binary regressor and intuition for omitted variable bias.
A 22-minute video from MetricsProf: “Endogeneity lecture 3: Binary regressor and intuition for omitted variable bias.”.
26:07Endogeneity lecture 4: Measurement error and attenuation bias.
A 26-minute video from MetricsProf: “Endogeneity lecture 4: Measurement error and attenuation bias.”.
22:07Endogeneity lecture 5: Demand estimation and endogeneity of price.
A 22-minute video from MetricsProf: “Endogeneity lecture 5: Demand estimation and endogeneity of price.”.
26:10IV regression lecture 1: Intuition of IV regression / IV with a binary instrument
A 26-minute video from MetricsProf: “IV regression lecture 1: Intuition of IV regression / IV with a binary instrument”.
33:38IV regression lecture 2: Continuous instrument.
A 34-minute video from MetricsProf: “IV regression lecture 2: Continuous instrument.”.
33:45IV regression lecture 3: Two-stage least squares.
A 34-minute video from MetricsProf: “IV regression lecture 3: Two-stage least squares.”.
21:35Introduction to statistical testing for economists
Intro
A 22-minute video from MetricsProf: “Introduction to statistical testing for economists”.
30:44Linear regression for economists: The F-test and p-values.
A 31-minute video from MetricsProf: “Linear regression for economists: The F-test and p-values.”.
29:38Linear regression for economists: The conditional mean function (CMF)
A 30-minute video from MetricsProf: “Linear regression for economists: The conditional mean function (CMF)”.
22:23Linear regression for economists: The linear model.
A 22-minute video from MetricsProf: “Linear regression for economists: The linear model.”.
23:03Linear regression for economists: The t-test.
A 23-minute video from MetricsProf: “Linear regression for economists: The t-test.”.
30:09OLS estimator Lecture 1: Modern derivation of OLS estimator from econometrics identification result.
A 30-minute video from MetricsProf: “OLS estimator Lecture 1: Modern derivation of OLS estimator from econometrics identification result.”.
15:15P-values - uses and pitfalls
A 15-minute video from MetricsProf: “P-values - uses and pitfalls”.
24:10Panel data lecture 1: Fixed effect and first-difference transformation
A 24-minute video from MetricsProf: “Panel data lecture 1: Fixed effect and first-difference transformation”.
9:31Panel data lecture 2: First-difference transformation in Stata
A 10-minute video from MetricsProf: “Panel data lecture 2: First-difference transformation in Stata”.
24:32Population variance and sample variance: a numerical example
A 25-minute video from MetricsProf: “Population variance and sample variance: a numerical example”.
10:35Prediction lecture 1: Prediction vs causal inference
A 11-minute video from MetricsProf: “Prediction lecture 1: Prediction vs causal inference”.
20:26Prediction lecture 2: Approximating a conditional expectation
A 20-minute video from MetricsProf: “Prediction lecture 2: Approximating a conditional expectation”.