| Catalog Content |
Two variable Linear Model: Assumptions, Two-Variable Regression Analysis with ordinary least squares method and its statistical properties, Correlation Coefficient, Analysis of Variance and F Test, Multiple Regression Analysis: Notation and Assumptions, Multiple Regression Analysis with ordinary least squares method and its statistical properties, The Multiple Coefficient of Determination, Deriving the multiple regression coefficients in the mean difference form, Hypothesis testing in multiple regression and analysis of Variance, Other subjects related with the linear model : Linear constraints, Multicollinearity, Model Specification errors, |
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