This project explores the differences between univariate and multivariate linear regression models in the context of predictive performance and interpretability. In a univariate regression, a single ...
WILD JM, Hutchings N, Hussey MK, Flanagan JG, TROPE GE. UNIVARIATE LINEAR-REGRESSION OF POINTWISE VISUAL-FIELD SENSITIVITY AGAINST TIME OF FOLLOW-UP. In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL ...
In this paper we consider S-estimators for multivariate regression. We study the robustness of the estimators in terms of their breakdown point and influence function. Our results extend results on ...
Introduction EUS-PPG has emerged as an alternative approach to assess severity of portal hypertension (PH) with the advantage of estimating portal pressure directly over conventional Hepatic Venous ...
A methodology is introduced for identifying dynamic regression or distributed lag models relating two time series. First, specification of a bivariate time-series model is discussed, and its ...