Download Udemy - Applied Empirical Economics with R and Machine Learning Torrent

Torrent Contents Size: 2.8 GB

Udemy - Applied Empirical Economics with R and Machine Learning

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1 - A large scale job counseling experiment.mp4	MP4	28.5 MB
1 - Experiment - Study the Impact of Search Engine Advertisement.mp4	MP4	31.7 MB
1 - Linear regression.mp4	MP4	44.5 MB
1 - Machine Learning.mp4	MP4	27.2 MB
1 - Overview.mp4	MP4	43.9 MB
10 - Bagging in Random Forests.mp4	MP4	20.9 MB
10 - Example continued..(1).mp4	MP4	6.4 MB
10 - IV regression in our job counseling application.mp4	MP4	26.3 MB
10 - R-squared.mp4	MP4	11 MB
10 - The parallel trends assumption.mp4	MP4	43 MB
11 - Example continued..(2).mp4	MP4	21.9 MB
11 - Excursion Should we worry about the small R-squared in the regressions.mp4	MP4	41.7 MB
11 - Hyperparameter Tuning.mp4	MP4	27.1 MB
11 - Wine out-of-sample prediction.mp4	MP4	30.5 MB
12 - Example continued..(3).mp4	MP4	31.9 MB
12 - Hyperparameter tuning with a validation data set.mp4	MP4	29.8 MB
12 - Which average treatment effect does our IV estimator estimate.mp4	MP4	32.2 MB
13 - Indogeneity and Exogeneity.mp4	MP4	55.6 MB
13 - The Rubin causal model and average treatment effects.mp4	MP4	87.4 MB
13 - k-fold cross validation.mp4	MP4	31.8 MB
14 - Causal graphs and endogeneity.mp4	MP4	39.5 MB
14 - IV estimator estimates local average treatment effect (LATE).mp4	MP4	83.1 MB
15 - Bias of OLS estimator in the homework example.mp4	MP4	18.1 MB
15 - Not perfectly randomized treatment allocation.mp4	MP4	16.8 MB
16 - Bias of OLS estimator in the homework example cont..(1).mp4	MP4	17.5 MB
16 - Region fixed effects or inverse probability weighting.mp4	MP4	47.9 MB
17 - An example to motivate inverse probability weighting.mp4	MP4	120.3 MB
17 - Bias of OLS estimator in the homework example cont...(2).mp4	MP4	37.3 MB
18 - 4 regressions for our inverse probability weighting example and discussion.mp4	MP4	84.6 MB
18 - Bias of OLS estimator in the homework example cont...(3).mp4	MP4	15.9 MB
19 - Back to our job-counseling application.mp4	MP4	44.4 MB
19 - Bias of OLS estimator in the homework example cont...(4).mp4	MP4	13.8 MB
2 - Controlled Experiments to Study Revenue Impact of SEM.mp4	MP4	38.6 MB
2 - Estimating sample linear regression example.mp4	MP4	28.3 MB
2 - Experiment continued - the OLS Regression.mp4	MP4	42.5 MB
2 - Linear Regression.mp4	MP4	30.2 MB
2 - Predications for training data sets.mp4	MP4	10.3 MB
20 - Bias of OLS estimator in the homework example cont...(5).mp4	MP4	16.6 MB
21 - Bias of OLS estimator in the homework example cont...(6).mp4	MP4	20.5 MB
22 - Are there sources of exogenous variation in our homework example.mp4	MP4	32.6 MB
23 - The causal effects of education.mp4	MP4	13.5 MB
24 - Abstract of two empirical studies.mp4	MP4	116.4 MB
25 - Randomized Experiments.mp4	MP4	29.5 MB
26 - Interpreting Effect Sizes.mp4	MP4	30.5 MB
27 - Non-linear effects.mp4	MP4	67.8 MB
28 - Heterogeneous effects.mp4	MP4	46.8 MB
3 - Estimating sample linear regression continued...(1).mp4	MP4	52.7 MB
3 - Experiment continued - the endogeneity problem.mp4	MP4	22.5 MB
3 - Experiment continued.mp4	MP4	19.4 MB
3 - Ordinary Least Squares Estimation.mp4	MP4	14.5 MB
3 - Predications for test data sets.mp4	MP4	9.4 MB
4 - Difference in Difference Estimator.mp4	MP4	55.1 MB
4 - Estimating sample linear regression continued...(2).mp4	MP4	15 MB
4 - Estimating the Linear Regression in R.mp4	MP4	36.6 MB
4 - Instrumental Variable Estimation.mp4	MP4	24.1 MB
4 - Mean absolute error and root mean squared error.mp4	MP4	20.8 MB
5 - DiD estimation via linear regression.mp4	MP4	70 MB
5 - Estimating sample linear regression continued...(3).mp4	MP4	30.8 MB
5 - Instrumental Variable Estimation in a Simple Linear Regression.mp4	MP4	13.3 MB
5 - Overfitting.mp4	MP4	24.9 MB
5 - Regression Results and Adding Age as Explanatory Variable.mp4	MP4	21.6 MB
6 - DiD estimation via linear regression cont.mp4	MP4	14.9 MB
6 - Explaining effect of age on temperature coefficient.mp4	MP4	43.7 MB
6 - Formula standard error in simple linear regression.mp4	MP4	23.8 MB
6 - IV Estimation via Two-Stage Least Squares.mp4	MP4	45.2 MB
6 - Regression Trees.mp4	MP4	17.8 MB
7 - Channel Variables.mp4	MP4	20.5 MB
7 - Direct IV estimation.mp4	MP4	19.6 MB
7 - Estimating a regression tree.mp4	MP4	25.7 MB
7 - Fixed Effects Estimator.mp4	MP4	72.9 MB
7 - Simulated emperical distribution, convergence of OLS estimator, coefficients.mp4	MP4	29.7 MB
8 - Cluster-Robust Standard Errors.mp4	MP4	43.9 MB
8 - Confidence intervals, t-values, p-values and significance stars.mp4	MP4	67.5 MB
8 - IV estimation with more than one instrument and with control variables.mp4	MP4	62.9 MB
8 - Optional Regression trees and dummy variable regression.mp4	MP4	13.8 MB
8 - Unobserved confounders.mp4	MP4	47 MB
9 - Discussion The Effects of Search Engine Marketing.mp4	MP4	74 MB
9 - Example homework.mp4	MP4	11.5 MB
9 - IV estimation in our job counseling application.mp4	MP4	22 MB
9 - Log-level regression.mp4	MP4	48.4 MB
9 - Random forests.mp4	MP4	8 MB
Bonus Resources.txt	TXT	102.4 B
Get Bonus Downloads Here.url	URL	204.8 B

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Udemy - Applied Empirical Economics with R and Machine Learning

Torrent Contents Size: 2.8 GB

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