Equivariant HPD credible sets and MAP estimators (2006)
Druilhet, Pierre, Marin, Jean-Michel
MAP estimators and HPD credible sets are often criticized in the literature because of paradoxical behaviour due to a lack of equivariance under reparametrization. In this paper, we propose a new...
Equivariant HPD credible sets and MAP estimators (2006)
Druilhet, Pierre, Marin, Jean-Michel
MAP estimators and HPD credible sets are often criticized in the literature because of paradoxical behaviour due to a lack of equivariance under reparametrization. In this paper, we propose a new...
Equivariant HPD credible sets and MAP estimators (2006)
Druilhet, Pierre, Marin, Jean-Michel
MAP estimators and HPD credible sets are often criticized in the literature because of paradoxical behaviour due to a lack of equivariance under reparametrization. In this paper, we propose a new...
Equivariant HPD credible sets and MAP estimators (2006)
Druilhet, Pierre, Marin, Jean-Michel
MAP estimators and HPD credible sets are often criticized in the literature because of paradoxical behaviour due to a lack of equivariance under reparametrization. In this paper, we propose a new...
Equivariant HPD credible sets and MAP estimators (2006)
Druilhet, Pierre, Marin, Jean-Michel
MAP estimators and HPD credible sets are often criticized in the literature because of paradoxical behaviour due to a lack of equivariance under reparametrization. In this paper, we propose a new...
A bayesian choice between poisson, binomial and negative binomial models (2006)
Dauxois, Jean-Yves, Druilhet, Pierre, Pommeret, Denys
In this paper, we propose a Bayesian method for modelling count data by Poisson, binomial or negative binomial distributions. These three distributions have in common that the variance is, at most, a...
Optimal repeated measurement designs for a model with partial interactions (2006)
Druilhet, Pierre, Tinsson, Walter
We consider circular crossover designs for models with partial interactions: we assume that the carryover effect of a treatment on itself is different from the carryover effect on other treatments....
Optimal repeated measurement designs for a model with partial interactions (2006)
Druilhet, Pierre, Tinsson, Walter
We consider circular crossover designs for models with partial interactions: we assume that the carryover effect of a treatment on itself is different from the carryover effect on other treatments....
A bayesian choice between poisson, binomial and negative binomial models
Jean-Yves Dauxois, Pierre Druilhet, Denys Pommeret
Jeffreys-Lindley paradox, natural exponential family, overdispersion, Sibship data, variance function, 62C12,
Shrinkage structure in biased regression
Biased regression is an alternative to ordinary least squares (OLS) regression, especially when explanatory variables are highly correlated. In this paper, we examine the geometrical structure of the...
PLS regression: A directional signal-to-noise ratio approach
We present a new approach to univariate partial least squares regression (PLSR) based on directional signal-to-noise ratios (SNRs). We show how PLSR, unlike principal components regression, takes...