About this document
Notes MLR4 by 代小可 is a document available to read on EtoBox.
This document discusses confidence intervals and prediction intervals in multiple linear regression, detailing how to compute them using R and the Gauss-Markov theorem. It explains the construction of confidence regions for the entire vector of coefficients and the differences in standard errors for point estimates and predictions. Additionally, it introduces the Bonferroni correction for simultaneous confidence intervals at multiple points to ensure adequate coverage probability.
- Author
- 代小可
- Language
- EN