Peter Xue-Kun Song, Multivariate Dispersion Models Generated from Gaussian Copula, Scandinavian Journal of Statistics, Vol. 27, No. 2 (Jun., 2000), pp. 305-320 ...

In this paper the problem of constructing a generalized error of forecast for a set of dependent variables in a multi variate regression model (which may be the set ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

Abstract: Assumptions play a pivotal role in the selection and efficacy of statistical models, as unmet assumptions can lead to flawed conclusions and impact decision-making. In both traditional ...