Comparison Between Confidence Intervals of Multiple Linear Regression Model with or without Constraints

Tao, Jinxin

Etd

Comparison Between Confidence Intervals of Multiple Linear Regression Model with or without Constraints

Público

Regression analysis is one of the most applied statistical techniques. The sta- tistical inference of a linear regression model with a monotone constraint had been discussed in early analysis. A natural question arises when it comes to the difference between the cases of with and without the constraint. Although the comparison be- tween confidence intervals of linear regression models with and without restriction for one predictor variable had been considered, this discussion for multiple regres- sion is required. In this thesis, I discuss the comparison of the confidence intervals between a multiple linear regression model with and without constraints.

Creator