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04/12/2022
Sparse Interaction Neighborhood Selection for Markov Random Fields via Reversible Jump and Pseudoposteriors
We consider the problem of estimating the interacting neighborhood of a ...
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09/13/2021
Wavelet Shrinkage in Nonparametric Regression Models with Positive Noise
Wavelet shrinkage estimators are widely applied in several fields of sci...
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05/30/2020
Inference tools for Markov Random Fields on lattices: The R package mrf2d
Markov random fields on two-dimensional lattices are behind many image a...
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05/30/2020
mrf2d: Markov random field image models in R
Markov random fields on two-dimensional lattices are behind many image a...
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12/30/2019
Variable Length Markov Chain with Exogenous Covariates
Markov Chains with variable length are useful stochastic models for data...
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07/15/2019
