Download Understanding and Applying Linear Regression Torrent

Torrent Contents Size: 487 MB

Understanding and Applying Linear Regression

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._module_4.R	R	1.1 KB
._module_5_code.py	PY	1.1 KB
._module_8.R	R	1.2 KB
._module_9_code.py	PY	1.2 KB
01 - Course Overview - Course Overview.mp4	MP4	4.4 MB
02 - Modeling Relationships Between Variables Using Regression - Connecting the Dots Using Linear Regression.mp4	MP4	9 MB
03 - Modeling Relationships Between Variables Using Regression - Reasons for Using Regression.mp4	MP4	10.9 MB
04 - Modeling Relationships Between Variables Using Regression - Versatility of Regression.mp4	MP4	3.4 MB
05 - Modeling Relationships Between Variables Using Regression - Regression as Machine Learning.mp4	MP4	7.7 MB
06 - Modeling Relationships Between Variables Using Regression - Mean and Variance.mp4	MP4	4.5 MB
07 - Modeling Relationships Between Variables Using Regression - Probability Distributions and the Bell Curve.mp4	MP4	9.3 MB
08 - Understanding Simple Regression Models - Setting up the Regression Problem.mp4	MP4	6.2 MB
09 - Understanding Simple Regression Models - The Best Fit Line.mp4	MP4	5.5 MB
1-understanding-applying-linear-regression-m1-slides.pdf	PDF	1.1 MB
10 - Understanding Simple Regression Models - A Quick Taste of Regression in Excel.mp4	MP4	11 MB
11 - Understanding Simple Regression Models - Solving the Regression Problem.mp4	MP4	6.5 MB
12 - Understanding Simple Regression Models - Residuals and the Regression Assumptions.mp4	MP4	7.6 MB
13 - Understanding Simple Regression Models - Explaining Variance Using Simple Regression.mp4	MP4	6.3 MB
14 - Understanding Simple Regression Models - R-squared as Variance Explained.mp4	MP4	8.2 MB
15 - Understanding Simple Regression Models - Prediction Using Simple Regression.mp4	MP4	8.8 MB
16 - Implementing Simple Regression Models in Excel - Applying Simple Regression.mp4	MP4	9.9 MB
17 - Implementing Simple Regression Models in Excel - Violations of Regression Assumptions.mp4	MP4	15.7 MB
18 - Implementing Simple Regression Models in Excel - Fast Prototyping in Excel.mp4	MP4	22.9 MB
19 - Implementing Simple Regression Models in Excel - Slope, Intercept, and Prediction.mp4	MP4	24 MB
20 - Implementing Simple Regression Models in Excel - Poorly Specified Regression Models.mp4	MP4	17.4 MB
21 - Implementing Simple Regression Models in R - R for Regression.mp4	MP4	7.7 MB
22 - Implementing Simple Regression Models in R - Data Frames in R.mp4	MP4	12.2 MB
23 - Implementing Simple Regression Models in R - Regressing Returns, Not Prices.mp4	MP4	15.9 MB
24 - Implementing Simple Regression Models in R - Prediction with Regression in R.mp4	MP4	11.4 MB
25 - Implementing Simple Regression Models in Python - When Python Is the Right Tool for Regression.mp4	MP4	6.2 MB
26 - Implementing Simple Regression Models in Python - Using Pandas and NumPy.mp4	MP4	10.9 MB
27 - Implementing Simple Regression Models in Python - Linear Regression as Machine Learning.mp4	MP4	11.2 MB
28 - Understanding Multiple Regression Models - Introducing Multiple Regression.mp4	MP4	11.2 MB
29 - Understanding Multiple Regression Models - Risks in Multiple Regression.mp4	MP4	8.3 MB
3-understanding-applying-linear-regression-m3-slides.pdf	PDF	527.1 KB
30 - Understanding Multiple Regression Models - Detecting Multicollinearity.mp4	MP4	9.2 MB
31 - Understanding Multiple Regression Models - Multicollinearity - Prevention and Cure.mp4	MP4	8.7 MB
32 - Understanding Multiple Regression Models - Benefits of Multiple Regression.mp4	MP4	5.7 MB
33 - Understanding Multiple Regression Models - Interpreting the Results of a Regression Analysis.mp4	MP4	7.7 MB
34 - Understanding Multiple Regression Models - Categorical Variables.mp4	MP4	10.7 MB
35 - Implementing Multiple Regression Models in Excel - Introducing Linest in Excel.mp4	MP4	8.9 MB
36 - Implementing Multiple Regression Models in Excel - Standard Errors.mp4	MP4	12.2 MB
37 - Implementing Multiple Regression Models in Excel - T-statistics and P-values.mp4	MP4	6.9 MB
38 - Implementing Multiple Regression Models in Excel - The F-statistic.mp4	MP4	8.3 MB
39 - Implementing Multiple Regression Models in Excel - Multiple Regression with Linest.mp4	MP4	17.2 MB
4-understanding-applying-linear-regression-m4-slides.pdf	PDF	264.5 KB
40 - Implementing Multiple Regression Models in Excel - Categorical Variables in Excel.mp4	MP4	21.7 MB
41 - Implementing Multiple Regression Models in R - Multiple Regression in R.mp4	MP4	18.8 MB
42 - Implementing Multiple Regression Models in R - Categorical Variables Without an Intercept in R.mp4	MP4	17.3 MB
43 - Implementing Multiple Regression Models in Python - Multiple Regression in Two Different Ways.mp4	MP4	16.8 MB
44 - Implementing Multiple Regression Models in Python - Categorical Variables.mp4	MP4	16.7 MB
5-understanding-applying-linear-regression-m5-slides.pdf	PDF	360 KB
6-understanding-applying-linear-regression-m6-slides.pdf	PDF	640.4 KB
7-understanding-applying-linear-regression-m7-slides.pdf	PDF	1 MB
8-understanding-applying-linear-regression-m8-slides.pdf	PDF	851.8 KB
9-understanding-applying-linear-regression-m9-slides.pdf	PDF	230.5 KB
module_4.R	R	2.6 KB
module_5_code.py	PY	2.7 KB
module_8.R	R	5.2 KB
module_9_code.py	PY	3.3 KB

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Understanding and Applying Linear Regression

Torrent Contents Size: 487 MB

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