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Understanding and Applying Linear Regression
magnet:?xt=urn:btih:c7a0da25b2289329dde0f5a0726c26662f12bd28&dn=Understanding and Applying Linear Regression
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Hash值:
c7a0da25b2289329dde0f5a0726c26662f12bd28
点击数:
185
文件大小:
481.1 MB
文件数量:
44
创建日期:
2019-5-7 17:25
最后访问:
2024-12-27 18:35
访问标签:
Understanding
and
Applying
Linear
Regression
文件列表详情
01 - Course Overview - Course Overview.mp4 4.39 MB
02 - Modeling Relationships Between Variables Using Regression - Connecting the Dots Using Linear Regression.mp4 9.02 MB
03 - Modeling Relationships Between Variables Using Regression - Reasons for Using Regression.mp4 10.88 MB
04 - Modeling Relationships Between Variables Using Regression - Versatility of Regression.mp4 3.38 MB
05 - Modeling Relationships Between Variables Using Regression - Regression as Machine Learning.mp4 7.7 MB
06 - Modeling Relationships Between Variables Using Regression - Mean and Variance.mp4 4.5 MB
07 - Modeling Relationships Between Variables Using Regression - Probability Distributions and the Bell Curve.mp4 9.32 MB
08 - Understanding Simple Regression Models - Setting up the Regression Problem.mp4 6.15 MB
09 - Understanding Simple Regression Models - The Best Fit Line.mp4 5.53 MB
10 - Understanding Simple Regression Models - A Quick Taste of Regression in Excel.mp4 11.04 MB
11 - Understanding Simple Regression Models - Solving the Regression Problem.mp4 6.53 MB
12 - Understanding Simple Regression Models - Residuals and the Regression Assumptions.mp4 7.55 MB
13 - Understanding Simple Regression Models - Explaining Variance Using Simple Regression.mp4 6.35 MB
14 - Understanding Simple Regression Models - R-squared as Variance Explained.mp4 8.24 MB
15 - Understanding Simple Regression Models - Prediction Using Simple Regression.mp4 8.84 MB
16 - Implementing Simple Regression Models in Excel - Applying Simple Regression.mp4 9.86 MB
17 - Implementing Simple Regression Models in Excel - Violations of Regression Assumptions.mp4 15.74 MB
18 - Implementing Simple Regression Models in Excel - Fast Prototyping in Excel.mp4 22.92 MB
19 - Implementing Simple Regression Models in Excel - Slope, Intercept, and Prediction.mp4 24.03 MB
20 - Implementing Simple Regression Models in Excel - Poorly Specified Regression Models.mp4 17.4 MB
21 - Implementing Simple Regression Models in R - R for Regression.mp4 7.65 MB
22 - Implementing Simple Regression Models in R - Data Frames in R.mp4 12.25 MB
23 - Implementing Simple Regression Models in R - Regressing Returns, Not Prices.mp4 15.88 MB
24 - Implementing Simple Regression Models in R - Prediction with Regression in R.mp4 11.4 MB
25 - Implementing Simple Regression Models in Python - When Python Is the Right Tool for Regression.mp4 6.21 MB
26 - Implementing Simple Regression Models in Python - Using Pandas and NumPy.mp4 10.94 MB
27 - Implementing Simple Regression Models in Python - Linear Regression as Machine Learning.mp4 11.15 MB
28 - Understanding Multiple Regression Models - Introducing Multiple Regression.mp4 11.2 MB
29 - Understanding Multiple Regression Models - Risks in Multiple Regression.mp4 8.34 MB
30 - Understanding Multiple Regression Models - Detecting Multicollinearity.mp4 9.21 MB
31 - Understanding Multiple Regression Models - Multicollinearity - Prevention and Cure.mp4 8.69 MB
32 - Understanding Multiple Regression Models - Benefits of Multiple Regression.mp4 5.74 MB
33 - Understanding Multiple Regression Models - Interpreting the Results of a Regression Analysis.mp4 7.72 MB
34 - Understanding Multiple Regression Models - Categorical Variables.mp4 10.66 MB
35 - Implementing Multiple Regression Models in Excel - Introducing Linest in Excel.mp4 8.9 MB
36 - Implementing Multiple Regression Models in Excel - Standard Errors.mp4 12.18 MB
37 - Implementing Multiple Regression Models in Excel - T-statistics and P-values.mp4 6.86 MB
38 - Implementing Multiple Regression Models in Excel - The F-statistic.mp4 8.34 MB
39 - Implementing Multiple Regression Models in Excel - Multiple Regression with Linest.mp4 17.17 MB
40 - Implementing Multiple Regression Models in Excel - Categorical Variables in Excel.mp4 21.69 MB
41 - Implementing Multiple Regression Models in R - Multiple Regression in R.mp4 18.8 MB
42 - Implementing Multiple Regression Models in R - Categorical Variables Without an Intercept in R.mp4 17.25 MB
43 - Implementing Multiple Regression Models in Python - Multiple Regression in Two Different Ways.mp4 16.83 MB
44 - Implementing Multiple Regression Models in Python - Categorical Variables.mp4 16.66 MB
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