Approximate Solutions of Complex Influence Diagrams through MCMC Methods. - Miguel A. Virto; Jacinto Martín; David Ríos Insua; Arminda Moreno-Díaz (Probabilistic Graphical Models, 2002)

Approximate Solutions to Semi Markov Decision Processes through Markov Chain Montecarlo Methods. - Arminda Moreno-Díaz; Miguel A. Virto; Jacinto Martín; David Ríos Insua (EUROCAST, 2003)

Bayesian Robustness with Quantile Loss Functions. - José Jablo Arias; Javier Hernández; Jacinto Martín; A. Suárez; Alfonso Suárez-Llorens (ISIPTA, 2003)

MCMC-based local parametric sensitivity estimations. - C. J. Pérez 001; Jacinto Martín; María Jesús Rufo (Comput. Stat. Data Anal., 2006)

Bayesian analysis of finite mixture models of distributions from exponential families. - María Jesús Rufo; Jacinto Martín; Carlos J. Pérez 001 (Comput. Stat., 2006)

Sensitivity estimations for Bayesian inference models solved by MCMC methods. - C. J. Pérez 001; Jacinto Martín; María Jesús Rufo (Reliab. Eng. Syst. Saf., 2006)

Bayesian analysis of finite mixtures of multinomial and negative-multinomial distributions. - María Jesús Rufo; C. J. Pérez 001; Jacinto Martín (Comput. Stat. Data Anal., 2007)

Non-parametric Bayesian estimation for multitype branching processes through simulation-based methods. - Miguel González 002; Jacinto Martín; Rodrigo Martínez; Manuel Mota (Comput. Stat. Data Anal., 2008)

Efficient generation of random vectors by using the ratio-of-uniforms method with ellipsoidal envelopes. - C. J. Pérez 001; Jacinto Martín; C. Rojano; Francisco Javier Girón (Stat. Comput., 2008)

Bayesian analysis of a generalized lognormal distribution. - Jacinto Martín; C. J. Pérez 001 (Comput. Stat. Data Anal., 2009)

Inference on exponential families with mixture of prior distributions. - María Jesús Rufo; Jacinto Martín; C. J. Pérez 001 (Comput. Stat. Data Anal., 2009)

Optimal actions in problems with convex loss functions. - José Pablo Arias-Nicolás; Jacinto Martín; Fabrizio Ruggeri 001; Alfonso Suárez-Llorens (Int. J. Approx. Reason., 2009)

Bayesian robustness for decision making problems: Applications in medical contexts. - Jacinto Martín; C. J. Pérez 001; Peter Müller 003 (Int. J. Approx. Reason., 2009)

Local parametric sensitivity for mixture models of lifetime distributions. - María Jesús Rufo; C. J. Pérez 001; Jacinto Martín (Reliab. Eng. Syst. Saf., 2009)

New approaches to compute Bayes factor in finite mixture models. - María Jesús Rufo; Jacinto Martín; C. J. Pérez 001 (Comput. Stat. Data Anal., 2010)

A note on the prior parameter choice in finite mixture models of distributions from exponential families. - María Jesús Rufo; Jacinto Martín; C. J. Pérez 001 (Comput. Stat., 2010)

Merging experts' opinions: A Bayesian hierarchical model with mixture of prior distributions. - María Jesús Rufo; C. J. Pérez 001; Jacinto Martín (Eur. J. Oper. Res., 2010)

A perceptual similarity method by pairwise comparison in a medical image case. - Maria Luisa Durán; Pablo García Rodríguez; José Pablo Arias-Nicolás; Jacinto Martín; Carlos Disdier (Mach. Vis. Appl., 2010)

Bayesian Supervised Image Classification based on a Pairwise Comparison Method. - Fernando Calle-Alonso; J. P. Arias-Nicolás; C. J. Pérez 001; Jacinto Martín (ICPRAM (1), 2012)

Computer-aided diagnosis system: A Bayesian hybrid classification method. - Fernando Calle-Alonso; C. J. Pérez 001; J. P. Arias-Nicolás; Jacinto Martín (Comput. Methods Programs Biomed., 2013)

A latent variable-based Bayesian regression to address recording replications in Parkinson's Disease. - Carlos J. Pérez 001; Lizbeth Naranjo; Jacinto Martín; Yolanda Campos-Roca (EUSIPCO, 2014)

Bayesian binary regression with exponential power link. - Lizbeth Naranjo; Jacinto Martín; Carlos J. Pérez 001 (Comput. Stat. Data Anal., 2014)

Adversarial life testing: A Bayesian negotiation model. - María Jesús Rufo; Jacinto Martín; C. J. Pérez 001 (Reliab. Eng. Syst. Saf., 2014)

A Robust Bayesian Approach to an Optimal Replacement Policy for Gas Pipelines. - José Pablo Arias-Nicolás; Jacinto Martín; Fabrizio Ruggeri 001; Alfonso Suárez-Llorens (Entropy, 2015)

Bayesian analysis of some models that use the asymmetric exponential power distribution. - Lizbeth Naranjo; Carlos J. Pérez 001; Jacinto Martín (Stat. Comput., 2015)

Addressing voice recording replications for Parkinson's disease detection. - Lizbeth Naranjo; Carlos J. Pérez 001; Yolanda Campos-Roca; Jacinto Martín (Expert Syst. Appl., 2016)

A Bayesian negotiation model for quality and price in a multi-consumer context. - María Jesús Rufo; Jacinto Martín; C. J. Pérez 001 (Reliab. Eng. Syst. Saf., 2016)

A two-stage variable selection and classification approach for Parkinson's disease detection by using voice recording replications. - Lizbeth Naranjo; Carlos J. Pérez 001; Jacinto Martín; Yolanda Campos-Roca (Comput. Methods Programs Biomed., 2017)

Addressing voice recording replications for tracking Parkinson's disease progression. - Lizbeth Naranjo; Carlos J. Pérez 001; Jacinto Martín (Medical Biol. Eng. Comput., 2017)

A New Asymmetric Link-Based Binary Regression Model to Detect Parkinson's Disease by Using Replicated Voice Recordings. - Lizbeth Naranjo; Carlos J. Pérez 001; Jacinto Martín; Fernando Calle-Alonso (EUSIPCO, 2018)

Baseline Methods for Bayesian Inference in Gumbel Distribution. - Jacinto Martín; María Isabel Parra; Mario Martínez Pizarro; Eva L. Sanjuán (Entropy, 2020)

Baseline Methods for the Parameter Estimation of the Generalized Pareto Distribution. - Jacinto Martín; María Isabel Parra; Mario Martínez Pizarro; Eva L. Sanjuán (Entropy, 2022)