Tag: Linear Regression
Predictive Degrees of Freedom
This note is for Luan, B., Lee, Y., & Zhu, Y. (2021). Predictive Model Degrees of Freedom in Linear Regression. ArXiv:2106.15682 [Math].
Benign Overfitting in Linear Regression
This note is for Bartlett, P. L., Long, P. M., Lugosi, G., & Tsigler, A. (2020). Benign Overfitting in Linear Regression. ArXiv:1906.11300 [Cs, Math, Stat].
Linear Regression with Partially Shuffled Data
This post is based on Slawski, M., Diao, G., & Ben-David, E. (2019). A Pseudo-Likelihood Approach to Linear Regression with Partially Shuffled Data. ArXiv:1910.01623 [Cs, Stat].
An R Package: Fit Repeated Linear Regressions
Repeated Linear Regressions refer to a set of linear regressions in which there are several same variables.
A Faster Algorithm for Repeated Linear Regression
Repeated Linear Regression means that repeat the fitting of linear regression for many times, and there are some common parts among these regressions.
Conjugate Gradient for Regression
The conjugate gradient method is an iterative method for solving a linear system of equations, so we can use conjugate method to estimate the parameters in (linear/ridge) regression.