Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 63, No. 1 (2001), pp. 3-17 (15 pages) We present a Bayesian analysis of a piecewise linear model constructed using ...

In the genetic study of complex traits, especially behavior related ones, such as smoking and alcoholism, usually several phenotypic measurements are obtained for the description of the complex trait, ...

Abstract: We introduce a sparse multivariate regression algorithm which simultaneously performs dimensionality reduction and parameter estimation. We decompose the coefficient matrix into two sparse ...

This project aims to build a predictive model that forecasts sales based on the money spent on different advertising platforms, using a multivariate linear regression approach. The dataset used for ...

Check out Adarsh Menon's "Liear Regression using Gradient Descent" article on Medium (https://towardsdatascience.com/linear-regression-using-gradient-descent ...

Abstract: Currently, research on seafloor topographic inversion primarily focuses on various gravity data and inversion methods, while little attention has been given to the seafloor sediment effects.