Linear Regression Analysis and Forecasting

Linear Regression Analysis and Forecasting

Linear Regression Analysis and Forecasting via YouTube Direct link

Basic Fundamental Concepts Of Modelling.

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1 of 24

Basic Fundamental Concepts Of Modelling.

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Linear Regression Analysis and Forecasting

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  1. 1 Basic Fundamental Concepts Of Modelling.
  2. 2 Regression Model-A Statistical Tool
  3. 3 Simple Linear Regression Analysis
  4. 4 Estimation Of Parameters In Simple Linear Regression Model
  5. 5 Estimation Of Parameters In Simple Linear Regression Model (continued) Some Nice Properties
  6. 6 Estimation Of Parameters In Simple Linear Regression Model (continued)
  7. 7 Maximum Likelihood Estimation of Parameters in Simple Linear Regression Model
  8. 8 Testing of Hypotheis and Confidence Interval Estimation in Simple Linear Regression Model
  9. 9 Testing of Hypotheis and Confidence Interval Estimation in Simple Linear Regression Model(Contd)
  10. 10 Software Implementation in Simple Linear Regression Model using MINITAB
  11. 11 Multiple Linear Regression Model
  12. 12 Estimation of Model Parameters in Multiple Linear Regression Model
  13. 13 Estimation of Model Parameters in Multiple Linear Regression Model (continued)
  14. 14 Standardized Regression Coefficients and Testing of Hypothesis
  15. 15 Testing of Hypothesis (continued) and Goodness of Fit of the Model
  16. 16 Diagnostics in Multiple Linear Regression Model
  17. 17 Diagnostics in Multiple Linear Regression Model (continued)
  18. 18 Diagnostics in Multiple Linear Regression Model (continued)
  19. 19 Software Implementation of Multiple Linear Regression Model using MINITAB
  20. 20 Software Implementation of Multiple Linear Regression Model using MINITAB (continued)
  21. 21 Forecasting in Multiple Linear Regression Model
  22. 22 Within Sample Forecasting
  23. 23 Outside Sample Forecasting
  24. 24 Software Implementation of Forecasting using MINITAB.

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