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Bayesian nonparametrics, stationary processes, time series
Mexico

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Employment (1)

Universidad Nacional Autonoma de Mexico. IIMAS: Mexico City, MX

2018-01-01 to present | Investigador Titular C (Full Professor) (Department of Probability and Statistics)
Employment
Source: Self-asserted source
Ramses Mena

Works (37)

Clustering constrained on linear networks

Stochastic Environmental Research and Risk Assessment
2023-05 | Journal article
Contributors: Asael Fabian Martínez; Somnath Chaudhuri; Carlos Díaz-Avalos; Pablo Juan; Jorge Mateu; Ramsés H. Mena
Source: check_circle
Crossref

Stick-Breaking Processes With Exchangeable Length Variables

Journal of the American Statistical Association
2023-01-02 | Journal article
Contributors: María F. Gil–Leyva; Ramsés H. Mena
Source: check_circle
Crossref

COVID‐19 clinical footprint to infer about mortality

Journal of the Royal Statistical Society: Series A (Statistics in Society)
2022-12 | Journal article
Contributors: Carlos E. Rodríguez; Ramsés H. Mena
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Crossref

Modeling wildfires via marked spatio-temporal Poisson processes

Environmental and Ecological Statistics
2021-09-07 | Journal article
Contributors: José J. Quinlan; Carlos Díaz-Avalos; Ramsés H. Mena
Source: check_circle
Crossref

Duality for a class of continuous-time reversible Markov models

Statistics
2021-01-02 | Journal article
Contributors: Freddy Palma; Ramsés H. Mena
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Crossref

Using posterior predictive distributions to analyse epidemic models: COVID-19 in Mexico City

Physical Biology
2020-09-22 | Journal article
Contributors: Ramsés H Mena; Jorge X Velasco-Hernandez; Natalia B Mantilla-Beniers; Gabriel A Carranco-Sapiéns; Luis Benet; Denis Boyer; Isaac Pérez Castillo
Source: check_circle
Crossref

On the inferential implications of decreasing weight structures in mixture models

Computational Statistics & Data Analysis
2020-07 | Journal article
Contributors: Pierpaolo De Blasi; Asael Fabian Martínez; Ramsés H. Mena; Igor Prünster
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Crossref

Modal posterior clustering motivated by Hopfield’s network

Computational Statistics & Data Analysis
2019-09 | Journal article
Contributors: Ruth Fuentes-García; Ramsés H. Mena; Stephen G. Walker
Source: check_circle
Crossref

Modelling failures times with dependent renewal type models via exchangeability

Statistics
2019-09-03 | Journal article
Contributors: Arrigo Coen; Luis Gutiérrez; Ramsés H. Mena
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Crossref

A time dependent Bayesian nonparametric model for air quality analysis

Computational Statistics and Data Analysis
2016 | Journal article
EID:

2-s2.0-84947968463

Contributors: Gutiérrez, L.; Mena, R.H.; Ruggiero, M.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Dynamic density estimation with diffusive Dirichlet mixtures

Bernoulli
2016 | Journal article
EID:

2-s2.0-84958627225

Contributors: Mena, R.H.; Ruggiero, M.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Are gibbs-type priors the most natural generalization of the dirichlet process?

IEEE Transactions on Pattern Analysis and Machine Intelligence
2015 | Journal article
EID:

2-s2.0-84920992178

Contributors: De Blasi, P.; Favaro, S.; Lijoi, A.; Mena, R.H.; Prunster, I.; Ruggiero, M.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

On the Bayesian Mixture Model and Identifiability

Journal of Computational and Graphical Statistics
2015 | Journal article
EID:

2-s2.0-84949559754

Contributors: Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Ruin probabilities for Bayesian exchangeable claims processes

Journal of Statistical Planning and Inference
2015 | Journal article
EID:

2-s2.0-84940435786

Contributors: Coen, A.; Mena, R.H.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Bayesian nonparametric classification for spectroscopy data

Computational Statistics and Data Analysis
2014 | Journal article
EID:

2-s2.0-84899652503

Contributors: Gutiérrez, L.; Gutiérrez-Peña, E.; Mena, R.H.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

On a nonparametric change point detection model in Markovian regimes

Bayesian Analysis
2014 | Journal article
EID:

2-s2.0-84920262089

Contributors: Martínez, A.F.; Mena, R.H.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

On some stationary models: Construction and estimation

Springer Proceedings in Mathematics and Statistics
2014 | Conference paper
EID:

2-s2.0-84893508239

Contributors: Nava, C.R.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

An EPPF from independent sequences of geometric random variables

Statistics and Probability Letters
2012 | Journal article
EID:

2-s2.0-84858982355

Contributors: Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Geometric stick-breaking processes for continuous-time Bayesian nonparametric modeling

Journal of Statistical Planning and Inference
2011 | Journal article
EID:

2-s2.0-79955809891

Contributors: Mena, R.H.; Ruggiero, M.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

A new bayesian nonparametric mixture model

Communications in Statistics: Simulation and Computation
2010 | Journal article
EID:

2-s2.0-77951041199

Contributors: Fuentes-García, R.; Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

A probability for classification based on the Dirichlet process mixture model

Journal of Classification
2010 | Journal article
EID:

2-s2.0-84895902870

Contributors: Fuentes-García, R.; Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Exchangeable claim sizes in a compound Poisson-type process

Applied Stochastic Models in Business and Industry
2010 | Journal article
EID:

2-s2.0-78650462785

Contributors: Mena, R.H.; Nieto-Barajas, L.E.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

A nonparametric dependent process for Bayesian regression

Statistics and Probability Letters
2009 | Journal article
EID:

2-s2.0-61749096683

Contributors: Fuentes-García, R.; Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Bayesian non-parametric inference for species variety with a two-parameter Poisson-Dirichlet process prior

Journal of the Royal Statistical Society. Series B: Statistical Methodology
2009 | Journal article
EID:

2-s2.0-70350099222

Contributors: Favaro, S.; Lijoi, A.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

On a construction of Markov models in continuous time

Metron
2009 | Journal article
EID:

2-s2.0-77952653947

Contributors: Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

On the construction of stationary AR(1) models via random distributions

Statistics
2009 | Journal article
EID:

2-s2.0-69249203733

Contributors: Contreras-Cristán, A.; Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

A Bayesian nonparametric approach for comparing clustering structures in EST libraries

Journal of Computational Biology
2008 | Journal article
EID:

2-s2.0-57149091335

Contributors: Lijoi, A.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

A Bayesian nonparametric method for prediction in EST analysis

BMC Bioinformatics
2007 | Journal article
EID:

2-s2.0-38849197060

Contributors: Lijoi, A.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Bayesian nonparametric estimation of the probability of discovering new species

Biometrika
2007 | Journal article
EID:

2-s2.0-37549060381

Contributors: Lijoi, A.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Controlling the reinforcement in Bayesian non-parametric mixture models

Journal of the Royal Statistical Society. Series B: Statistical Methodology
2007 | Journal article
EID:

2-s2.0-34547828069

Contributors: Lijoi, A.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

On the stationary version of the generalized hyperbolic ARCH model

Annals of the Institute of Statistical Mathematics
2007 | Journal article
EID:

2-s2.0-34249746200

Contributors: Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Stationary mixture transition distribution (MTD) models via predictive distributions

Journal of Statistical Planning and Inference
2007 | Journal article
EID:

2-s2.0-33846227793

Contributors: Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

A flexible class of parametric transition regression models based on copulas: Application to poliomyelitis incidence

Statistical Methods in Medical Research
2006 | Journal article
EID:

2-s2.0-33846231859

Contributors: Escarela, G.; Mena, R.H.; Castillo-Morales, A.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Bayesian nonparametric analysis for a generalized Dirichlet process prior

Statistical Inference for Stochastic Processes
2005 | Journal article
EID:

2-s2.0-24344458924

Contributors: Lijoi, A.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Hierarchical mixture modeling with normalized inverse-Gaussian priors

Journal of the American Statistical Association
2005 | Journal article
EID:

2-s2.0-29144511286

Contributors: Lijoi, A.; Mena, R.H.; Prünster, I.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

Stationary autoregressive models via a bayesian nonparametric approach

Journal of Time Series Analysis
2005 | Journal article
EID:

2-s2.0-27644594036

Contributors: Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier

A density function connected with a non-negative self-decomposable random variable

Journal of Statistical Computation and Simulation
2004 | Journal article
EID:

2-s2.0-3042557937

Contributors: Mena, R.H.; Walker, S.G.
Source: Self-asserted source
Ramses Mena via Scopus - Elsevier