A sparse factor model for clustering high-dimensional longitudinal data. (English) Zbl 07925783
MSC:
62P10
Found 61 Documents (Results 1–61)
Entropy regularization in probabilistic clustering. (English) Zbl 07888838
MSC:
62-XX
Finite-dimensional discrete random structures and Bayesian clustering. (English) Zbl 07877131
MSC:
62-XX
Sequential estimation for mixture of regression models for heterogeneous population. (English) Zbl 07870710
MSC:
62-08
A Bayesian approach for de-duplication in the presence of relational data. (English) Zbl 07831694
MSC:
62-XX
A Bayesian nonparametric approach for handling item and examinee heterogeneity in assessment data. (English) Zbl 1534.62232
Graphical assistant grouped network autoregression model: a Bayesian nonparametric recourse. (English) Zbl 1531.62188
MSC:
62P20
Modelling multiple problem-solving strategies and strategy shift in cognitive diagnosis for growth. (English) Zbl 1534.62214
MSC:
62P15
Bayesian learning of graph substructures. (English) Zbl 07810218
MSC:
62-XX
Bayesian spatial homogeneity pursuit of functional data: an application to the U.S. income distribution. (English) Zbl 1531.62150
Gibbs sampling for mixtures in order of appearance: the ordered allocation sampler. (English) Zbl 07792626
MSC:
62-XX
Gibbs priors for Bayesian nonparametric variable selection with weak learners. (English) Zbl 07792039
MSC:
62-XX
Marginal Bayesian posterior inference using recurrent neural networks with application to sequential models. (English) Zbl 07767617
MSC:
62-XX
Identifying latent groups in spatial panel data using a Markov random field constrained product partition model. (English) Zbl 07764885
MSC:
62-XX
Zero-inflated Poisson model with clustered regression coefficients: application to heterogeneity learning of field goal attempts of professional basketball players. (English. French summary) Zbl 07759524
MSC:
62-XX
Bayesian clustering for continuous-time hidden Markov models. (English. French summary) Zbl 07759523
How close and how much? Linking health outcomes to built environment spatial distributions. (English) Zbl 07692398
MSC:
62Pxx
Optimal Bayesian estimation of Gaussian mixtures with growing number of components. (English) Zbl 07666815
Bayesian nonparametric scalar-on-image regression via Potts-Gibbs random partition models. (English) Zbl 07826980
Argiento, Raffaele (ed.) et al., New frontiers in Bayesian statistics. BAYSM 2021. Selected contributions of the 5th Bayesian young statistician meeting, online, September 1–3, 2021. Cham: Springer. Springer Proc. Math. Stat. 405, 45-56 (2022).
Spying on the prior of the number of data clusters and the partition distribution in Bayesian cluster analysis. (English) Zbl 1521.62099
Bayesian non-parametric spatial prior for traffic crash risk mapping: a case study of Victoria, Australia. (English) Zbl 1521.62210
Is infinity that far? A Bayesian nonparametric perspective of finite mixture models. (English) Zbl 1539.62085
How many data clusters are in the galaxy data set? Bayesian cluster analysis in action. (English) Zbl 07597419
MCMC computations for Bayesian mixture models using repulsive point processes. (English) Zbl 07547622
MSC:
62-XX
Bayesian group learning for shot selection of professional basketball players. (English) Zbl 07851264
MSC:
62-XX
A Bayesian approach to restricted latent class models for scientifically structured clustering of multivariate binary outcomes. (English) Zbl 1520.62379
MSC:
62P10
REMAXINT: a two-mode clustering-based method for statistical inference on two-way interaction. (English) Zbl 07538937
Community detection for weighted networks with unknown number of communities. (English) Zbl 1483.62106
Bayesian variable selection in clustering high-dimensional data via a mixture of finite mixtures. (English) Zbl 07497081
MSC:
62-XX
Estimating the number of components in finite mixture models via the group-sort-fuse procedure. (English) Zbl 1486.62062
Bayesian inference for continuous-time hidden Markov models with an unknown number of states. (English) Zbl 1475.62047
On posterior contraction of parameters and interpretability in Bayesian mixture modeling. (English) Zbl 1473.62218
Inference for a generalised stochastic block model with unknown number of blocks and non-conjugate edge models. (English) Zbl 1510.62261
Bayesian double feature allocation for phenotyping with electronic health records. (English) Zbl 1452.62835
Bayesian estimation of the latent dimension and communities in stochastic blockmodels. (English) Zbl 1452.62404
Bayesian modeling and computation for analyte quantification in complex mixtures using Raman spectroscopy. (English) Zbl 1510.62043
An introduction to approximate Bayesian computation. (English) Zbl 1445.62334
Nguyen, Hien (ed.), Statistics and data science. Proceedings of the research school on statistics and data science, RSSDS 2019, Melbourne, Australia, July 24–26, 2019. Singapore: Springer. Commun. Comput. Inf. Sci. 1150, 96-108 (2019).
From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. (English) Zbl 1474.62225
Bayesian fractional posteriors. (English) Zbl 1473.62116
Reviewer: N. G. Gamkrelidze (Moskva)
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