Linear Regression Analysis and Forecasting

Linear Regression Analysis and Forecasting

Ch 30 NIOS: Gyanamrit via YouTube Direct link

Standardized Regression Coefficients and Testing of Hypothesis

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1 of 24

Standardized Regression Coefficients and Testing of Hypothesis

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Classroom Contents

Linear Regression Analysis and Forecasting

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  1. 1 Standardized Regression Coefficients and Testing of Hypothesis
  2. 2 Simple Linear Regression Analysis
  3. 3 Software Implementation in Simple Linear Regression Model using MINITAB
  4. 4 Estimation of Model Parameters in Multiple Linear Regression Model (Continued)
  5. 5 Regression Model - A Statistical Tool
  6. 6 Testing of Hypothesis and Confidence Interval Estimation in Simple Linear Regression Model
  7. 7 Estimation of Model Parameters in Multiple Linear Regression Model
  8. 8 Basic Fundamental concepts of modelling
  9. 9 Testing of Hypothesis and Confidence Interval Estimation in Simple Linear Regression Model
  10. 10 Maximum Likelihood of Parameters in Simple Linear Regression Model
  11. 11 Diagnostics in Multiple Linear Regression Model (continued)
  12. 12 Estimation of Parameters in Simple Linear Regression Model(continued):Some nice properties
  13. 13 Estimation of Parameters in Simple Linear Regression Model(continued)
  14. 14 Diagnostics in Multiple Linear Regression Model
  15. 15 Estimation of Parameters in Simple Linear Regression Model
  16. 16 Multiple Linear Regression Model
  17. 17 Testing of Hypothesis (continued) and Goodness of Fit of the model
  18. 18 Within sample forecasting
  19. 19 Forecasting in Multiple linear Regression Model
  20. 20 Software Implementation in Multiple Linear Regression Model using MINITAB (continued)
  21. 21 Software Implementation in Multiple Linear Regression Model using MINITAB
  22. 22 Diagnostics in Multiple Linear Regression Model (continued)
  23. 23 Outside Sample Forecasting
  24. 24 Software Implementation of Forecasting using MINITAB

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