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