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种子名称： Understanding and Applying Linear Regression
文件类型： 视频
文件数目： 44个文件
文件大小： 481.1 MB
收录时间： 2019-5-7 17:25
已经下载： 3次
资源热度： 172
最近下载： 2024-11-21 07:50

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Understanding and Applying Linear Regression.torrent

01 - Course Overview - Course Overview.mp44.39MB

02 - Modeling Relationships Between Variables Using Regression - Connecting the Dots Using Linear Regression.mp49.02MB

03 - Modeling Relationships Between Variables Using Regression - Reasons for Using Regression.mp410.88MB

04 - Modeling Relationships Between Variables Using Regression - Versatility of Regression.mp43.38MB

05 - Modeling Relationships Between Variables Using Regression - Regression as Machine Learning.mp47.7MB

06 - Modeling Relationships Between Variables Using Regression - Mean and Variance.mp44.5MB

07 - Modeling Relationships Between Variables Using Regression - Probability Distributions and the Bell Curve.mp49.32MB

08 - Understanding Simple Regression Models - Setting up the Regression Problem.mp46.15MB

09 - Understanding Simple Regression Models - The Best Fit Line.mp45.53MB

10 - Understanding Simple Regression Models - A Quick Taste of Regression in Excel.mp411.04MB

11 - Understanding Simple Regression Models - Solving the Regression Problem.mp46.53MB

12 - Understanding Simple Regression Models - Residuals and the Regression Assumptions.mp47.55MB

13 - Understanding Simple Regression Models - Explaining Variance Using Simple Regression.mp46.35MB

14 - Understanding Simple Regression Models - R-squared as Variance Explained.mp48.24MB

15 - Understanding Simple Regression Models - Prediction Using Simple Regression.mp48.84MB

16 - Implementing Simple Regression Models in Excel - Applying Simple Regression.mp49.86MB

17 - Implementing Simple Regression Models in Excel - Violations of Regression Assumptions.mp415.74MB

18 - Implementing Simple Regression Models in Excel - Fast Prototyping in Excel.mp422.92MB

19 - Implementing Simple Regression Models in Excel - Slope, Intercept, and Prediction.mp424.03MB

20 - Implementing Simple Regression Models in Excel - Poorly Specified Regression Models.mp417.4MB

21 - Implementing Simple Regression Models in R - R for Regression.mp47.65MB

22 - Implementing Simple Regression Models in R - Data Frames in R.mp412.25MB

23 - Implementing Simple Regression Models in R - Regressing Returns, Not Prices.mp415.88MB

24 - Implementing Simple Regression Models in R - Prediction with Regression in R.mp411.4MB

25 - Implementing Simple Regression Models in Python - When Python Is the Right Tool for Regression.mp46.21MB

26 - Implementing Simple Regression Models in Python - Using Pandas and NumPy.mp410.94MB

27 - Implementing Simple Regression Models in Python - Linear Regression as Machine Learning.mp411.15MB

28 - Understanding Multiple Regression Models - Introducing Multiple Regression.mp411.2MB

29 - Understanding Multiple Regression Models - Risks in Multiple Regression.mp48.34MB

30 - Understanding Multiple Regression Models - Detecting Multicollinearity.mp49.21MB

31 - Understanding Multiple Regression Models - Multicollinearity - Prevention and Cure.mp48.69MB

32 - Understanding Multiple Regression Models - Benefits of Multiple Regression.mp45.74MB

33 - Understanding Multiple Regression Models - Interpreting the Results of a Regression Analysis.mp47.72MB

34 - Understanding Multiple Regression Models - Categorical Variables.mp410.66MB

35 - Implementing Multiple Regression Models in Excel - Introducing Linest in Excel.mp48.9MB

36 - Implementing Multiple Regression Models in Excel - Standard Errors.mp412.18MB

37 - Implementing Multiple Regression Models in Excel - T-statistics and P-values.mp46.86MB

38 - Implementing Multiple Regression Models in Excel - The F-statistic.mp48.34MB

39 - Implementing Multiple Regression Models in Excel - Multiple Regression with Linest.mp417.17MB

40 - Implementing Multiple Regression Models in Excel - Categorical Variables in Excel.mp421.69MB

41 - Implementing Multiple Regression Models in R - Multiple Regression in R.mp418.8MB

42 - Implementing Multiple Regression Models in R - Categorical Variables Without an Intercept in R.mp417.25MB

43 - Implementing Multiple Regression Models in Python - Multiple Regression in Two Different Ways.mp416.83MB

44 - Implementing Multiple Regression Models in Python - Categorical Variables.mp416.66MB