Here, we implement regularized linear regression to predict the amount of water flowing out of a dam using the change of water level in a reservoir. In the next half, we go through some diagnostics ...

A Generic Code for using Regression Learners in MATLAB There are two files: (1) trainRegressionModel.m, and (2) createfitfig.m The first file creates the regression model (Robust Linear Regression) ...

We present a nonparametric Bayesian hierarchical (NBH) model and develop a variational approximation (VA) algorithm for the curve fitting of the functional radiation response data. The NBH model is ...