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BAYESIAN SEMIPARAMETRIC INFERENCE FOR MULTIVARIATE DOUBLY-INTERVAL-CENSORED DATA
(INST MATHEMATICAL STATISTICS, 2010)
Based on a data set obtained in a dental longitudinal study, conducted in Flanders (Belgium), the joint time to caries distribution of permanent first molars was modeled as a function of covariates. This involves an analysis ...
Bases for alternative nonparametric mincer function
(Universidad de Cuenca, 2017-01)
This work undertakes a nonparametric regression in order to assess the viability of this technique in modeling
a simplified Mincer Function of earnings applied to the NBA players’ wages. The main advantages of using ...
A Bayesian Semiparametric Approach for Solving the Discrete Calibration Problem
(TAYLOR & FRANCIS INC, 2010)
In this article, we introduce a semi-parametric Bayesian approach based on Dirichlet process priors for the discrete calibration problem in binomial regression models. An interesting topic is the dosimetry problem related ...
A class of mixtures of dependent tail-free processes
(OXFORD UNIV PRESS, 2011)
We propose a class of dependent processes in which density shape is regressed on one or more predictors through conditional tail-free probabilities by using transformed Gaussian processes. A particular linear version of ...
A method for combining inference across related nonparametric Bayesian models
(WILEY, 2004)
We consider the problem of combining inference in related nonparametric Bayes models. Analogous to parametric hierarchical models, the hierarchical extension formalizes borrowing strength across the related submodels. In ...
Properties of the weighting cell estimator under a nonparametric response mechanism
(Survey Methodology, 2004-06)
A nonparametric bayesian approach for modeling and comparison of functional data
(Universidade Federal de São CarlosUFSCarPrograma Interinstitucional de Pós-Graduação em Estatística - PIPGEsCâmpus São Carlos, 2022-09-02)
The current advances of technology provides, among other things, several ways of collecting
data, which enlarges the possibility of studying new phenomena. Researches focused on studying
the functional relation between ...