- Manual R functions for statistical computation and machine learning
(Updated @ 07/13/20)
Support Vector Regression(SVR)
Monte Carlo Markov Chain(MCMC)
Pathwise Coordinate Decent
Kernel Quadratic Regression(KQR)
Cholesky-Decomposition
Givens Transformation
Householder Transformation
LU Decompositon
Modified Gram-Schmidt(MGS)
Metropolis Hastings Algorithm
SCAD for LQA, LLA, and One Step Algorithm
LQR Based on MM algorithm
Jackknife bias-corrected estimator
Large-Margin Unified Machines(LUM)