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In this PDF notes you’ll learn about multiple regression models and learn methods for scaling residuals. By this notes you can get effective information of linear regression. This PDF notes is very informative for all engineers and management science students. In this notes there is given exercise for more knowledge. You can download this PDF notes from here free of cost.
You Cover These Topics:
Introduction
Simple Linear Regression
Multiple Linear Regression
Model Adequacy Checking
Transformation and Weighting the Correct Model Inadequacies
Diagnostic for Leverage and Influence
Polynomial Regression Model
Indicator Variables
MultiCollinearity
Variable Selection and Model Building
Validation of Regression Models
Introduction to Nonlinear Regression
Generalized Linear Models
Regression Analysis of Time Series Data
Other Topics in the Use of Regression Analysis
