Hugo Reichardt

Adaptive Estimation in Linear Regression Using Repeated Kernel Error Density Estimation

2017

In this thesis, I propose the Repeated Kernel Density-based Regression Estimator (RKDRE) for the linear regression model. The intuition is that the unknown error distribution can be approximated by using kernel density estimation on the …