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Avalos-Pacheco, Alejandra (ed.) et al., Bayesian statistics, new generations new approaches. BAYSM 2022. Proceedings of the 6th Bayesian young statistician meeting, Montréal, Canada, June 22–23, 2022. Cham: Springer. Springer Proc. Math. Stat. 435, 35-46 (2023).

MSC: 62C10 62C12 62F15 62P10

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Amanatidis, Georgios; Kleer, Pieter

Approximate sampling and counting of graphs with near-regular degree intervals. (English) Zbl 07922876

Berenbrink, Petra (ed.) et al., 40th international symposium on theoretical aspects of computer science, STACS 2023, Hamburg, Germany, March 7–9, 2023. Wadern: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 254, Article 7, 23 p. (2023).

MSC: 68Qxx

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Li, Meili; Zhang, Xian; Ding, Wei; Ma, Junling

Estimating the mosquito density in Guangzhou city, China. (English) Zbl 07919796

J. Appl. Anal. Comput. 13, No. 1, 329-343 (2023).

MSC: 92B05 34A36

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Khatun, Habiba; Tripathy, Manas Ranjan

Inference on quantiles of several exponential populations with a common location: hypothesis testing and interval estimation. (English) Zbl 07902603

J. Iran. Stat. Soc. JIRSS 22, No. 1, 67-97 (2023).

MSC: 62F03 62F10 62F30 62F40

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Kakikawa, Yuko; Shimamura, Kaito; Kawano, Shuichi

Bayesian fused lasso modeling via horseshoe prior. (English) Zbl 07887560

Jpn. J. Stat. Data Sci. 6, No. 2, 705-727 (2023).

MSC: 62-XX

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Deligeorgaki, Danai; Markham, Alex; Misra, Pratik; Solus, Liam

Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks. (English) Zbl 1541.62399

Algebr. Stat. 14, No. 2, 233-286 (2023).

MSC: 62R01 13F65 60J22 62D20 62H22

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Kim, Brian J.; Johnston, Lisa G.; Grigoryan, Trdat; Papoyan, Arshak; Grigoryan, Samvel; McLaughlin, Katherine R.

Hidden population size estimation and diagnostics using two respondent-driven samples with applications in Armenia. (English) Zbl 1541.62304

Biom. J. 65, No. 5, Article ID 2200136, 20 p. (2023).

MSC: 62P10 62D05

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Li, Xun; Ghosh, Joyee; Villarini, Gabriele

A comparison of Bayesian multivariate versus univariate normal regression models for prediction. (English) Zbl 07872125

Am. Stat. 77, No. 3, 304-312 (2023).

MSC: 62-XX

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Han, Gang; Santner, Thomas J.; Lin, Haiqun; Yuan, Ao

Bayesian-frequentist hybrid inference in applications with small sample sizes. (English) Zbl 07872104

Am. Stat. 77, No. 2, 143-150 (2023).

MSC: 62-XX

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Park, Jaewoo; Yi, Seorim; Chang, Won; Mateu, Jorge

A spatio-temporal Dirichlet process mixture model for coronavirus disease-19. (English) Zbl 1540.62178

Stat. Med. 42, No. 30, 5555-5576 (2023).

MSC: 62P10

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Chen, Jiaqing; Huang, Yangxin; Wang, Qing

Semiparametric multivariate joint model for skewed-longitudinal and survival data: a Bayesian approach. (English) Zbl 1540.62152

Stat. Med. 42, No. 27, 4972-4989 (2023).

MSC: 62P10

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Srivastava, Sanvesh; Xu, Zongyi; Li, Yunyi; Street, W. Nick; Gilbertson-White, Stephanie

Gaussian process regression and classification using international classification of disease codes as covariates. (English) Zbl 07858742

Stat 12, No. 1, Paper No. e618, 18 p. (2023).

MSC: 62-XX

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Timonen, Juho; Siccha, Nikolas; Bales, Ben; Lähdesmäki, Harri; Vehtari, Aki

An importance sampling approach for reliable and efficient inference in Bayesian ordinary differential equation models. (English) Zbl 07858738

Stat 12, No. 1, Paper No. e614, 11 p. (2023).

MSC: 62-XX

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Vyner, Callum; Nemeth, Christopher; Sherlock, Chris

SwISS: a scalable Markov chain Monte Carlo divide-and-conquer strategy. (English) Zbl 07858659

Stat 12, No. 1, Paper No. e523, 11 p. (2023).

MSC: 62-XX

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Thananjayan, Pugazhenthi; Ramu, Palaniappan; Natarajan, Sundararajan

SBFEM and Bayesian inference for efficient multiple flaw detection in structures. (English) Zbl 1537.74350

Eng. Anal. Bound. Elem. 155, 226-250 (2023).

MSC: 74S05 74G75 65N30 65C05

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Liu, Longxiang; Zhang, Lei; Tan, Xiaojun; Deng, Youjin

Graphical representations and worm algorithms for the \(O(N)\) spin model. (English) Zbl 1537.82006

Commun. Theor. Phys. 75, No. 11, Article ID 115702, 10 p. (2023).

MSC: 82B20 82B26 82B21 82M31

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Zhang, Zhikun; Dai, Min; Wang, Xiangjun

Statistical inference for mixed jump processes by Markov switching model with application to identify seismicity levels. (English) Zbl 07832484

Physica A 632, Part 1, Article ID 129291, 22 p. (2023).

MSC: 82-XX

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Gonçalves, Flávio B.; Venturelli S. L., Juliane; Loschi, Rosangela H.

Flexible Bayesian modelling in dichotomous item response theory using mixtures of skewed item curves. (English) Zbl 1534.62187

Br. J. Math. Stat. Psychol. 76, No. 1, 69-86 (2023).

MSC: 62P15

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Megheib, Mohamed

A Bayesian approach for nonparametric regression in the presence of correlated errors. (English) Zbl 07830447

Commun. Stat., Simulation Comput. 52, No. 12, 6168-6177 (2023).

MSC: 62-XX

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Yigit, Hulya Duygu; Culpepper, Steven Andrew

Extending exploratory diagnostic classification models: inferring the effect of covariates. (English) Zbl 1534.62255

Br. J. Math. Stat. Psychol. 76, No. 2, 372-401 (2023).

MSC: 62P15

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Jiao, Junjun; Cheng, Weihu

Tolerance limits under gamma mixtures: application in hydrology. (English) Zbl 07827365

J. Syst. Sci. Complex. 36, No. 3, 1285-1301 (2023).

MSC: 62-XX 86-XX

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Aßmann, Christian; Gaasch, Jean-Christoph; Stingl, Doris

A Bayesian approach towards missing covariate data in multilevel latent regression models. (English) Zbl 1532.62062

Psychometrika 88, No. 4, 1495-1528 (2023).

MSC: 62P15

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Found 4,097 Documents (Results 1–100)

Dynamic shrinkage priors for large time-varying parameter regressions using scalable Markov chain Monte Carlo methods. (English) Zbl 07950944

Markov-switching models with unknown error distributions: identification and inference within the Bayesian framework. (English) Zbl 07950943

Adaptive multilevel subset simulation with selective refinement. (English) Zbl 07950863

Convergence rates of Metropolis-Hastings algorithms. (English) Zbl 07948879

An eigenvector-assisted estimation framework for signal-plus-noise matrix models. (English) Zbl 07943936

Order-based structure learning without score equivalence. (English) Zbl 07943930

On geometric convergence for the Metropolis-adjusted Langevin algorithm under simple conditions. (English) Zbl 07943913

Subgradient Langevin methods for sampling from nonsmooth potentials. (English) Zbl 07938969

Clustering spatial functional data using a geographically weighted Dirichlet process. (English. French summary) Zbl 07938373

Robust leave-one-out cross-validation for high-dimensional Bayesian models. (English) Zbl 07937822

Parallel MCMC algorithms: theoretical foundations, algorithm design, case studies. (English) Zbl 07937593

A switching state-space transmission model for tracking epidemics and assessing interventions. (English) Zbl 07933704

A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series. (English) Zbl 07933683

Proximal Langevin sampling with inexact proximal mapping. (English) Zbl 07931602

Approximating the spectral gap of the Pólya-Gamma Gibbs sampler. (English) Zbl 07927852

Spatial heterogeneity analysis for the transmission of syphilis disease in China via a data-validated reaction-diffusion model. (English) Zbl 07927559

Explicit convergence bounds for Metropolis Markov chains: isoperimetry, spectral gaps and profiles. (English) Zbl 07924324

Asymptotic bias of inexact Markov chain Monte Carlo methods in high dimension. (English) Zbl 07924310

Bayesian joint modeling of high-dimensional discrete multivariate longitudinal data using generalized linear mixed models. (English) Zbl 07923932

The slice sampler and centrally symmetric distributions. (English) Zbl 07922097

Point estimation and related classification problems for several Lindley populations with application using COVID-19 data. (English) Zbl 07912618

Computationally efficient inference for latent position network models. (English) Zbl 07905755

Metropolis-Hastings transition kernel couplings. (English. French summary) Zbl 07904828

Bayesian survival analysis of logistic exponential distribution for adaptive progressive type-II censored data. (English) Zbl 07904615

Weak approximation of Schrödinger-Föllmer diffusion. (English) Zbl 1543.60082

Bayesian analysis of mixture models with Yeo-Johnson transformation. (English) Zbl 07897871

Marginal likelihood estimation in semiblind image deconvolution: a stochastic approximation approach. (English) Zbl 07896972

Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling. (English) Zbl 1545.65054

Statistical analysis of improved type-II adaptive progressive hybrid censored NH data. (English) Zbl 07892649

Adaptive neural network surrogate model for solving the nonlinear elastic inverse problem via Bayesian inference. (English) Zbl 07892350

Flexible Bayesian quantile regression based on the generalized asymmetric Huberised-type distribution. (English) Zbl 1542.62016

A Bayesian multilevel model for populations of networks using exponential-family random graphs. (English) Zbl 1542.62020

Approximate inferences for Bayesian hierarchical generalised linear regression models. (English) Zbl 07889430

Inference of improved adaptive progressively censored competing risks data for Weibull lifetime models. (English) Zbl 07887480

Being Bayesian about learning Bayesian networks from ordinal data. (English) Zbl 07885898

Bayesian prior modeling in vector autoregressions via the Yule-Walker equations. (English) Zbl 07881564

Bayesian interface technique-based inverse estimation of closure coefficients of standard \(k-\epsilon\) turbulence model by limiting the number of DNS data points for flow over a periodic hill. (English) Zbl 07878748

Efficient multimodal sampling via tempered distribution flow. (English) Zbl 07877173

Bayesian landmark-based shape analysis of tumor pathology images. (English) Zbl 07877121

Bayesian log-linear beta-negative binomial integer-valued GARCH model. (English) Zbl 07876412

Hidden Markov model with missing emissions. (English) Zbl 07876383

Bayesian multivariate nonlinear mixed models for censored longitudinal trajectories with non-monotone missing values. (English) Zbl 07875264

An asymptotic Peskun ordering and its application to lifted samplers. (English) Zbl 07874421

Bayesian tensor-on-tensor regression with efficient computation. (English) Zbl 07870187

Variational representations of annealing paths: Bregman information under monotonic embedding. (English) Zbl 07868282

A novel Bayesian framework to address unknown heteroscedasticity for the linear regression model. (English) Zbl 07868244

Adaptive tempered reversible jump algorithm for Bayesian curve fitting. (English) Zbl 07867304

Bayesian joint quantile autoregression. (English) Zbl 1541.62087

Study and optimization of \(N\)-particle numerical statistical algorithm for solving the Boltzmann equation. (English) Zbl 07866005

Computationally efficient sampling methods for sparsity promoting hierarchical Bayesian models. (English) Zbl 1541.62005

A langevinized ensemble Kalman filter for large-scale dynamic learning. (English) Zbl 07864340

Bayesian nonparametric Erlang mixture modeling for survival analysis. (English) Zbl 1543.62135

Hybrid unadjusted Langevin methods for high-dimensional latent variable models. (English) Zbl 07863974

Monte Carlo within simulated annealing for integral constrained optimizations. (English) Zbl 07856448

Classification under partial reject options. (English) Zbl 07856173

Geometric ergodicity of Gibbs samplers for Bayesian error-in-variable regression. (English) Zbl 07855834

Simulating CDT quantum gravity. (English) Zbl 07853505

In conversation with Sir David Spiegelhalter and Professor Sylvia Richardson. (English) Zbl 07849740

Sampling algorithms in statistical physics: a guide for statistics and machine learning. (English) Zbl 07849737

Computing Bayes: from then ‘til now. (English) Zbl 07849730

Truncated two-parameter Poisson-Dirichlet approximation for Pitman-Yor process hierarchical models. (English) Zbl 07846688

Convergence analysis of data augmentation algorithms for Bayesian robust multivariate linear regression with incomplete data. (English) Zbl 07846370

Domain-decomposed Bayesian inversion based on local Karhunen-Loève expansions. (English) Zbl 07842847

Bayesian parameter inference for partially observed stochastic Volterra equations. (English) Zbl 1537.62005

Global-local shrinkage multivariate logit-beta priors for multiple response-type data. (English) Zbl 1536.62025

Multi-population mortality modelling: a Bayesian hierarchical approach. (English) Zbl 1539.91114

Variational Bayes inference for hidden Markov diagnostic classification models. (English) Zbl 1534.62254

Energy-based models with applications to speech and language processing. (English) Zbl 1536.68017

The importance Markov chain. (English) Zbl 1537.60097

Maximum likelihood estimation of latent Markov models using closed-form approximations. (English) Zbl 07822327

A large deviation principle for the empirical measures of Metropolis-Hastings chains. (English) Zbl 1534.60039

On a wider class of prior distributions for graphical models. (English) Zbl 07808668

Exact convergence analysis for Metropolis-Hastings independence samplers in Wasserstein distances. (English) Zbl 07808657