Understanding and Applying Linear Regression

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Understanding and Applying Linear Regression

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种子哈希：1beba8aa4a0c6b28a57e89f00b910e60b57c34df
文件大小：486.61M
已经下载：40次
下载速度：极快
收录时间：2024-09-19
最近下载：2024-11-08

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文件列表

  • 19 - Implementing Simple Regression Models in Excel - Slope, Intercept, and Prediction.mp4.!qB 25.2 MB
  • 18 - Implementing Simple Regression Models in Excel - Fast Prototyping in Excel.mp4.!qB 24.0 MB
  • 40 - Implementing Multiple Regression Models in Excel - Categorical Variables in Excel.mp4.!qB 22.7 MB
  • 41 - Implementing Multiple Regression Models in R - Multiple Regression in R.mp4.!qB 19.7 MB
  • 20 - Implementing Simple Regression Models in Excel - Poorly Specified Regression Models.mp4.!qB 18.2 MB
  • 42 - Implementing Multiple Regression Models in R - Categorical Variables Without an Intercept in R.mp4.!qB 18.1 MB
  • 39 - Implementing Multiple Regression Models in Excel - Multiple Regression with Linest.mp4.!qB 18.0 MB
  • 43 - Implementing Multiple Regression Models in Python - Multiple Regression in Two Different Ways.mp4.!qB 17.7 MB
  • 44 - Implementing Multiple Regression Models in Python - Categorical Variables.mp4.!qB 17.5 MB
  • 23 - Implementing Simple Regression Models in R - Regressing Returns, Not Prices.mp4.!qB 16.7 MB
  • 17 - Implementing Simple Regression Models in Excel - Violations of Regression Assumptions.mp4.!qB 16.5 MB
  • 22 - Implementing Simple Regression Models in R - Data Frames in R.mp4.!qB 12.8 MB
  • 36 - Implementing Multiple Regression Models in Excel - Standard Errors.mp4.!qB 12.8 MB
  • 24 - Implementing Simple Regression Models in R - Prediction with Regression in R.mp4.!qB 12.0 MB
  • 28 - Understanding Multiple Regression Models - Introducing Multiple Regression.mp4.!qB 11.7 MB
  • 27 - Implementing Simple Regression Models in Python - Linear Regression as Machine Learning.mp4.!qB 11.7 MB
  • 10 - Understanding Simple Regression Models - A Quick Taste of Regression in Excel.mp4.!qB 11.6 MB
  • 26 - Implementing Simple Regression Models in Python - Using Pandas and NumPy.mp4.!qB 11.5 MB
  • 03 - Modeling Relationships Between Variables Using Regression - Reasons for Using Regression.mp4.!qB 11.4 MB
  • 34 - Understanding Multiple Regression Models - Categorical Variables.mp4.!qB 11.2 MB
  • 16 - Implementing Simple Regression Models in Excel - Applying Simple Regression.mp4.!qB 10.3 MB
  • 07 - Modeling Relationships Between Variables Using Regression - Probability Distributions and the Bell Curve.mp4.!qB 9.8 MB
  • 30 - Understanding Multiple Regression Models - Detecting Multicollinearity.mp4.!qB 9.7 MB
  • 02 - Modeling Relationships Between Variables Using Regression - Connecting the Dots Using Linear Regression.mp4.!qB 9.5 MB
  • 35 - Implementing Multiple Regression Models in Excel - Introducing Linest in Excel.mp4.!qB 9.3 MB
  • 15 - Understanding Simple Regression Models - Prediction Using Simple Regression.mp4.!qB 9.3 MB
  • 31 - Understanding Multiple Regression Models - Multicollinearity - Prevention and Cure.mp4.!qB 9.1 MB
  • 38 - Implementing Multiple Regression Models in Excel - The F-statistic.mp4.!qB 8.7 MB
  • 29 - Understanding Multiple Regression Models - Risks in Multiple Regression.mp4.!qB 8.7 MB
  • 14 - Understanding Simple Regression Models - R-squared as Variance Explained.mp4.!qB 8.6 MB
  • 33 - Understanding Multiple Regression Models - Interpreting the Results of a Regression Analysis.mp4.!qB 8.1 MB
  • 05 - Modeling Relationships Between Variables Using Regression - Regression as Machine Learning.mp4.!qB 8.1 MB
  • 21 - Implementing Simple Regression Models in R - R for Regression.mp4.!qB 8.0 MB
  • 12 - Understanding Simple Regression Models - Residuals and the Regression Assumptions.mp4.!qB 7.9 MB
  • 37 - Implementing Multiple Regression Models in Excel - T-statistics and P-values.mp4.!qB 7.2 MB
  • 11 - Understanding Simple Regression Models - Solving the Regression Problem.mp4.!qB 6.9 MB
  • 13 - Understanding Simple Regression Models - Explaining Variance Using Simple Regression.mp4.!qB 6.7 MB
  • 25 - Implementing Simple Regression Models in Python - When Python Is the Right Tool for Regression.mp4.!qB 6.5 MB
  • 08 - Understanding Simple Regression Models - Setting up the Regression Problem.mp4.!qB 6.5 MB
  • 32 - Understanding Multiple Regression Models - Benefits of Multiple Regression.mp4.!qB 6.0 MB
  • 09 - Understanding Simple Regression Models - The Best Fit Line.mp4.!qB 5.8 MB
  • 06 - Modeling Relationships Between Variables Using Regression - Mean and Variance.mp4.!qB 4.7 MB
  • 01 - Course Overview - Course Overview.mp4.!qB 4.6 MB
  • 04 - Modeling Relationships Between Variables Using Regression - Versatility of Regression.mp4.!qB 3.5 MB
  • files/1-understanding-applying-linear-regression-m1-slides.pdf 1.1 MB
  • files/7-understanding-applying-linear-regression-m7-slides.pdf.!qB 1.1 MB
  • files/2-understanding-applying-linear-regression-m2-slides.pdf 1.0 MB
  • files/8-understanding-applying-linear-regression-m8-slides.pdf 872.3 kB
  • files/6-understanding-applying-linear-regression-m6-slides.pdf.!qB 571.0 kB
  • files/5-understanding-applying-linear-regression-m5-slides.pdf 368.6 kB
  • files/4-understanding-applying-linear-regression-m4-slides.pdf.!qB 270.9 kB
  • files/9-understanding-applying-linear-regression-m9-slides.pdf 236.1 kB
  • files/3-understanding-applying-linear-regression-m3-slides.pdf.!qB 177.4 kB
  • files/8-understanding-applying-linear-regression-m8-exercise-files/module_8.R 5.3 kB
  • files/9-understanding-applying-linear-regression-m9-exercise-files/module_9_code.py 3.4 kB
  • files/5-understanding-applying-linear-regression-m5-exercise-files/module_5_code.py 2.7 kB
  • files/4-understanding-applying-linear-regression-m4-exercise-files/module_4.R 2.7 kB

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