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NIOS

Linear Regression analysis and forecasting

NIOS via YouTube

Syllabus

Standardized Regression Coefficients and Testing of Hypothesis.
Simple Linear Regression Analysis.
Software Implementation in Simple Linear Regression Model using MINITAB.
Estimation of Model Parameters in Multiple Linear Regression Model (Continued).
Regression Model - A Statistical Tool.
Testing of Hypothesis and Confidence Interval Estimation in Simple Linear Regression Model.
Estimation of Model Parameters in Multiple Linear Regression Model.
Basic Fundamental concepts of modelling.
Testing of Hypothesis and Confidence Interval Estimation in Simple Linear Regression Model.
Maximum Likelihood of Parameters in Simple Linear Regression Model.
Diagnostics in Multiple Linear Regression Model (continued).
Estimation of Parameters in Simple Linear Regression Model(continued):Some nice properties.
Estimation of Parameters in Simple Linear Regression Model(continued).
Diagnostics in Multiple Linear Regression Model.
Estimation of Parameters in Simple Linear Regression Model.
Multiple Linear Regression Model.
Testing of Hypothesis (continued) and Goodness of Fit of the model.
Within sample forecasting.
Forecasting in Multiple linear Regression Model.
Software Implementation in Multiple Linear Regression Model using MINITAB (continued).
Software Implementation in Multiple Linear Regression Model using MINITAB.
Diagnostics in Multiple Linear Regression Model (continued).
Outside Sample Forecasting.
Software Implementation of Forecasting using MINITAB.

Taught by

Ch 30 NIOS: Gyanamrit

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