Publications

City

Published or Accepted Papers on International Journals

  1. Selva, F., Fuentes-García, R., and Gil-Leyva, M. F. (2025). pyrichlet: A Python Package for Density Estimation and Clustering Using Gaussian Mixture Models. Journal of Statistical Software. 112:8, 1-39. doi: 10.18637/jss.v112.i08
  2. De Blasi, P. and Gil-Leyva, M. F. (2023). Gibbs Sampling for Mixtures in Order of Appearance: the Ordered Allocation Sampler. Journal of Computational and Graphical Statistics. 32:4, 1416-1424. doi: 10.1080/10618600.2023.2177298
  3. Gil-Leyva, M. F. and Mena, R. H. (2023). Stick-Breaking Processes with Exchangeable Length Variables. Journal of the American Statistical Association. 118:541, 537-550. doi: 10.1080/01621459.2021.1941054
  4. Gil-Leyva, M. F., Mena, R. H. and Nicoleris, T. (2020). Beta-Binomial Stick-Breaking Non-Parametric Prior. Electronic Journal of Statistics. 14:1, 1479-1507. doi: 10.1214/20-EJS1694

Other Publications

  1. Gil-Leyva, M. F. (2021). Bayesian Non-Parametric Priors Based on Random Sets. In Hernandéz-Hernandéz, D., Leonardi, F., Mena, R.H., Pardo Millán, J.C. (eds) Advances in Probability and Mathematical Statistics Series. Progress in Probability. Birkhäuser. 79, 71-91. doi: 10.1007/978-3-030-85325-9_5
  2. Gil-Leyva, M. F. and Mena, R. H. (2023). Invited Discussion of "Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics (with Discussion)" by R. Giordano, R. Liu, M.I. Jordan and T. Broderick. Bayesian Analysis . 18:1, 330-339. doi: 10.1214/22-BA1309

Preprints

  1. Gil-Leyva, M. F., Lijoi, A., Mena, R. H. and Prünster, I. (2025+) Markov Stick-Breaking Processes. (Submitted)
  2. Gil-Leyva, M. F., De Blasi, P. and Selva, C. F. (2025+) Speeding Up the Ordered Allocation Sampler. (Submitted).
  3. Gil-Leyva, M. F., Palacios Ramírez, K. V. and De Carvalho, M. (2025+) On the Tails of Random Probability Measures. (Submitted)