Learn what is Linear Regression Cost Function in Machine Learning and how it is used. Linear Regression Cost function in Machine Learning is "error" representation between actual value and model ...

In this paper, we propose a functional linear regression model in the space of probability density functions. We treat a cross-sectional distribution of individual earnings as an infinite dimensional ...

Regulatory monitoring data and land-use regression (LUR) models have been widely used for estimating individual exposure to ambient air pollution in epidemiologic studies. However, LUR models lack ...

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 79, No. 1 (JANUARY 2017), pp. 5-27 (23 pages) We investigate a longitudinal data model with non-parametric regression ...

Per Kragh Andersen, John P. Klein, Susanne Rosthøj, Generalised Linear Models for Correlated Pseudo-Observations, with Applications to Multi-State Models, Biometrika, Vol. 90, No. 1 (Mar., 2003), pp.