Golightly, Andrew; Sherlock, Chris Augmented pseudo-marginal Metropolis-Hastings for partially observed diffusion processes. (English) Zbl 1482.62011 Stat. Comput. 32, No. 1, Paper No. 21, 18 p. (2022). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Golightly} and \textit{C. Sherlock}, Stat. Comput. 32, No. 1, Paper No. 21, 18 p. (2022; Zbl 1482.62011) Full Text: DOI arXiv
Wu, Jiangqi; Wen, Linjie; Green, Peter L.; Li, Jinglai; Maskell, Simon Ensemble Kalman filter based sequential Monte Carlo sampler for sequential Bayesian inference. (English) Zbl 1482.62021 Stat. Comput. 32, No. 1, Paper No. 20, 14 p. (2022). MSC: 62-08 62F15 65C05 PDFBibTeX XMLCite \textit{J. Wu} et al., Stat. Comput. 32, No. 1, Paper No. 20, 14 p. (2022; Zbl 1482.62021) Full Text: DOI arXiv
Hu, Yaofang; Wang, Wanjie; Yu, Yi Graph matching beyond perfectly-overlapping Erdős-Rényi random graphs. (English) Zbl 1482.62013 Stat. Comput. 32, No. 1, Paper No. 19, 16 p. (2022). MSC: 62-08 05C82 PDFBibTeX XMLCite \textit{Y. Hu} et al., Stat. Comput. 32, No. 1, Paper No. 19, 16 p. (2022; Zbl 1482.62013) Full Text: DOI arXiv
Denti, Francesco; Cappozzo, Andrea; Greselin, Francesca Correction to: “A two-stage Bayesian semiparametric model for novelty detection with robust prior information”. (Correction to: “A two-stage Bayesian semiparametricmodel for novelty detection with robust prior information”.) (English) Zbl 1481.62002 Stat. Comput. 32, No. 1, Paper No. 18, 1 p. (2022). MSC: 62-08 62G05 62F15 PDFBibTeX XMLCite \textit{F. Denti} et al., Stat. Comput. 32, No. 1, Paper No. 18, 1 p. (2022; Zbl 1481.62002) Full Text: DOI
Jones, Corinne; Roulet, Vincent; Harchaoui, Zaid Discriminative clustering with representation learning with any ratio of labeled to unlabeled data. (English) Zbl 1481.62003 Stat. Comput. 32, No. 1, Paper No. 17, 24 p. (2022). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{C. Jones} et al., Stat. Comput. 32, No. 1, Paper No. 17, 24 p. (2022; Zbl 1481.62003) Full Text: DOI
Belomestny, D.; Moulines, E.; Samsonov, S. Variance reduction for additive functionals of Markov chains via martingale representations. (English) Zbl 1482.62003 Stat. Comput. 32, No. 1, Paper No. 16, 22 p. (2022). MSC: 62-08 PDFBibTeX XMLCite \textit{D. Belomestny} et al., Stat. Comput. 32, No. 1, Paper No. 16, 22 p. (2022; Zbl 1482.62003) Full Text: DOI arXiv
Jurek, Marcin; Katzfuss, Matthias Hierarchical sparse Cholesky decomposition with applications to high-dimensional spatio-temporal filtering. (English) Zbl 1481.62004 Stat. Comput. 32, No. 1, Paper No. 15, 19 p. (2022). MSC: 62-08 62H11 PDFBibTeX XMLCite \textit{M. Jurek} and \textit{M. Katzfuss}, Stat. Comput. 32, No. 1, Paper No. 15, 19 p. (2022; Zbl 1481.62004) Full Text: DOI arXiv
Gonçalves, Flávio B.; Dutra, Lívia M.; Silva, Roger W. C. Exact and computationally efficient Bayesian inference for generalized Markov modulated Poisson processes. (English) Zbl 1482.62012 Stat. Comput. 32, No. 1, Paper No. 14, 24 p. (2022). MSC: 62-08 PDFBibTeX XMLCite \textit{F. B. Gonçalves} et al., Stat. Comput. 32, No. 1, Paper No. 14, 24 p. (2022; Zbl 1482.62012) Full Text: DOI arXiv
Godsill, Simon; Kındap, Yaman Point process simulation of generalised inverse Gaussian processes and estimation of the Jaeger integral. (English) Zbl 1477.62007 Stat. Comput. 32, No. 1, Paper No. 13, 18 p. (2022). MSC: 62-08 60G51 60G35 65C05 94A12 PDFBibTeX XMLCite \textit{S. Godsill} and \textit{Y. Kındap}, Stat. Comput. 32, No. 1, Paper No. 13, 18 p. (2022; Zbl 1477.62007) Full Text: DOI arXiv
Kuntz, Juan; Crucinio, Francesca R.; Johansen, Adam M. Product-form estimators: exploiting independence to scale up Monte Carlo. (English) Zbl 1477.62011 Stat. Comput. 32, No. 1, Paper No. 12, 22 p. (2022). MSC: 62-08 65C05 PDFBibTeX XMLCite \textit{J. Kuntz} et al., Stat. Comput. 32, No. 1, Paper No. 12, 22 p. (2022; Zbl 1477.62011) Full Text: DOI arXiv
Amato, Umberto; Antoniadis, Anestis; Feis, Italia De; Gijbels, Irène Wavelet-based robust estimation and variable selection in nonparametric additive models. (English) Zbl 1477.62003 Stat. Comput. 32, No. 1, Paper No. 11, 19 p. (2022). MSC: 62-08 62G08 62G35 62J05 62H12 PDFBibTeX XMLCite \textit{U. Amato} et al., Stat. Comput. 32, No. 1, Paper No. 11, 19 p. (2022; Zbl 1477.62003) Full Text: DOI
Lambert, Marc; Bonnabel, Silvère; Bach, Francis The recursive variational Gaussian approximation (R-VGA). (English) Zbl 1477.62012 Stat. Comput. 32, No. 1, Paper No. 10, 24 p. (2022). MSC: 62-08 62L20 93E11 PDFBibTeX XMLCite \textit{M. Lambert} et al., Stat. Comput. 32, No. 1, Paper No. 10, 24 p. (2022; Zbl 1477.62012) Full Text: DOI HAL
Frisch, Gabriel; Leger, Jean-Benoist; Grandvalet, Yves Learning from missing data with the binary latent block model. (English) Zbl 1477.62005 Stat. Comput. 32, No. 1, Paper No. 9, 21 p. (2022). MSC: 62-08 62D10 62H30 PDFBibTeX XMLCite \textit{G. Frisch} et al., Stat. Comput. 32, No. 1, Paper No. 9, 21 p. (2022; Zbl 1477.62005) Full Text: DOI arXiv
Sembach, Lena; Burgard, Jan Pablo; Schulz, Volker A Riemannian Newton trust-region method for fitting Gaussian mixture models. (English) Zbl 1477.62015 Stat. Comput. 32, No. 1, Paper No. 8, 20 p. (2022). MSC: 62-08 62H30 62R30 65K05 PDFBibTeX XMLCite \textit{L. Sembach} et al., Stat. Comput. 32, No. 1, Paper No. 8, 20 p. (2022; Zbl 1477.62015) Full Text: DOI arXiv
Liu, Yang; Goudie, Robert J. B. Stochastic approximation cut algorithm for inference in modularized Bayesian models. (English) Zbl 1477.62013 Stat. Comput. 32, No. 1, Paper No. 7, 15 p. (2022). MSC: 62-08 62F15 62L20 65C05 PDFBibTeX XMLCite \textit{Y. Liu} and \textit{R. J. B. Goudie}, Stat. Comput. 32, No. 1, Paper No. 7, 15 p. (2022; Zbl 1477.62013) Full Text: DOI arXiv
Dutang, Christophe; Guibert, Quentin An explicit split point procedure in model-based trees allowing for a quick fitting of GLM trees and GLM forests. (English) Zbl 1477.62004 Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{C. Dutang} and \textit{Q. Guibert}, Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022; Zbl 1477.62004) Full Text: DOI Link
Boisvert-Beaudry, Gabriel; Bédard, Mylène MALA with annealed proposals: a generalization of locally and globally balanced proposal distributions. (English) Zbl 1478.62005 Stat. Comput. 32, No. 1, Paper No. 5, 18 p. (2022). MSC: 62-08 60J22 62F15 65C05 PDFBibTeX XMLCite \textit{G. Boisvert-Beaudry} and \textit{M. Bédard}, Stat. Comput. 32, No. 1, Paper No. 5, 18 p. (2022; Zbl 1478.62005) Full Text: DOI
Tomasetti, Nathaniel; Forbes, Catherine; Panagiotelis, Anastasios Updating variational Bayes: fast sequential posterior inference. (English) Zbl 1477.62016 Stat. Comput. 32, No. 1, Paper No. 4, 26 p. (2022). MSC: 62-08 62L20 PDFBibTeX XMLCite \textit{N. Tomasetti} et al., Stat. Comput. 32, No. 1, Paper No. 4, 26 p. (2022; Zbl 1477.62016) Full Text: DOI arXiv
Kim, Hyotae; Kottas, Athanasios Erlang mixture modeling for Poisson process intensities. (English) Zbl 1477.62010 Stat. Comput. 32, No. 1, Paper No. 3, 15 p. (2022). MSC: 62-08 62M30 62G05 60G55 PDFBibTeX XMLCite \textit{H. Kim} and \textit{A. Kottas}, Stat. Comput. 32, No. 1, Paper No. 3, 15 p. (2022; Zbl 1477.62010) Full Text: DOI arXiv
García-Escudero, Luis A.; Mayo-Iscar, Agustín; Riani, Marco Constrained parsimonious model-based clustering. (English) Zbl 1477.62006 Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{L. A. García-Escudero} et al., Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022; Zbl 1477.62006) Full Text: DOI
Paun, L. Mihaela; Husmeier, Dirk Emulation-accelerated Hamiltonian Monte Carlo algorithms for parameter estimation and uncertainty quantification in differential equation models. (English) Zbl 1477.62014 Stat. Comput. 32, No. 1, Paper No. 1, 25 p. (2022). MSC: 62-08 65C05 PDFBibTeX XMLCite \textit{L. M. Paun} and \textit{D. Husmeier}, Stat. Comput. 32, No. 1, Paper No. 1, 25 p. (2022; Zbl 1477.62014) Full Text: DOI