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A Class of Linear Regression Models for Imprecise Random Elements

2013
The linear regression problem of a fuzzy response variable on a set of real and/or fuzzy explanatory variables is investigated. The notion of LR fuzzy random variable is introduced in this connection, leading to the probabilization of the center and the left and right spreads of the response variable. A specific metric is suggested for coping with this
COPPI, Renato +2 more
openaire +3 more sources

Clustering via Mixture Regression Models with Random Effects

2008
In this paper, we consider the use of mixtures of linear mixed models to cluster data which may be correlated and replicated and which may have covariates. For each cluster, a regression model is adopted to incorporate the covariates, and the correlation and replication structure in the data are specified by the inclusion of random effects terms.
McLachlan, G. J., Ng, S. K., Wang, K.
openaire +2 more sources

Random regression models: a longitudinal perspective

Journal of Animal Breeding and Genetics, 2008
L R, Schaeffer, J, Jamrozik
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Modelling interaction by regression with random coefficients

1989
International ...
Denis, J.B., Dhorne, T.
openaire +1 more source

Model averaging for multiple quantile regression with covariates missing at random

Journal of Statistical Computation and Simulation, 2021
Jinhan Xie
exaly

Random-Coefficient Regression Modeling

2013
Kristine M. Molina +58 more
openaire +1 more source

Weak consistency for the estimators in a semiparametric regression model based on negatively associated random errors

Journal of Statistical Computation and Simulation, 2022
Xue-jun Wang
exaly

An Optimized Random Forest Regression Model for Li-Ion Battery Prognostics and Health Management

Batteries, 2023
Zhiqiang Lyu
exaly