نتایج جستجو برای: marginal model

تعداد نتایج: 2134671  

Journal: :Computational Statistics & Data Analysis 2010
Ana M. Bianco Graciela Boente Wenceslao González-Manteiga Ana Pérez González

In this paper, we consider a semiparametric partially linear regression model where missing data occur in the response. We propose robust Fisher–consistent estimators for the regression parameter, the regression function and for the marginal location parameter of response variable. A cross–validation method is discussed, even when the marginal estimators seem not to be sensitive to the bandwidt...

2002
B XIHONG LIN

We consider estimation in a semiparametric partially generalised linear model for clustered data using estimating equations. A marginal model is assumed where the mean of the outcome variable depends on some covariates parametrically and a cluster-level covariate nonparametrically. A profile-kernel method allowing for working correlation matrices is developed. We show that the nonparametric par...

Journal: :Communications in Statistics - Theory and Methods 2020

Journal: :Brazilian Journal of Probability and Statistics 2016

Journal: :Bayesian Analysis 2023

We propose a general method for distributed Bayesian model choice, using the marginal likelihood, where data set is split in non-overlapping subsets. These subsets are only accessed locally by individual workers and no shared between workers. approximate evidence full through Monte Carlo sampling from posterior on every subset generating per subset. The results combined novel approach which cor...

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