Publications

City

Published or Accepted Papers on International Journals

  1. 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
  2. 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
  3. 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 Mill´n, 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., De Blasi, P. and Selva, C.F. (2024+) Speeding Up the Ordered Allocation Sampler. (Submitted).
  2. Selva, C.F. Fuentes-García, R.S. and Gil-Leyva, M.F. (2024+) Pyrichet: A Python Package for Density Estimation and Clustering Using Gaussian Mixture Models. (Submitted).
  3. Gil-Leyva, M.F., Lijoi, A., Mena, R.H. and Prünster, I. (2024+) Markov Stick-Breaking Processes.