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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, 77-85 (2023).

MSC: 62C10 62C12 62F15 62P10

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Smith, Melissa J.; Charlton, Mary E.; Oleson, Jacob J.

Causal decomposition maps: an exploratory tool for designing area-level interventions aimed at reducing health disparities. (English) Zbl 07903401

Biom. J. 65, No. 8, Article ID 2200213, 18 p. (2023).

MSC: 62P10

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Yanchenko, Anna K.; Tierney, Graham; Lawson, Joseph; Hellmayr, Christoph; Cron, Andrew; West, Mike

Multivariate dynamic modeling for Bayesian forecasting of business revenue. (English) Zbl 07889622

Appl. Stoch. Models Bus. Ind. 39, No. 3, 292-309 (2023).

MSC: 62-XX

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Zheng, Xiaotian; Kottas, Athanasios; Sansó, Bruno

Nearest-neighbor mixture models for non-Gaussian spatial processes. (English) Zbl 07810214

Bayesian Anal. 18, No. 4, 1191-1222 (2023).

MSC: 62-XX

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Carvalho, Luiz M.; Villela, Daniel A. M.; Coelho, Flavio C.; Bastos, Leonardo S.

Bayesian inference for the weights in logarithmic pooling. (English) Zbl 07810179

Bayesian Anal. 18, No. 1, 223-251 (2023).

MSC: 62-XX 60K35

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Kim, Hwanwoo; Sanz-Alonso, Daniel; Strang, Alexander

Hierarchical ensemble Kalman methods with sparsity-promoting generalized gamma hyperpriors. (English) Zbl 07805180

Found. Data Sci. 5, No. 3, 366-388 (2023).

MSC: 62F15 35Q62 65C20

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Bilancia, Massimo; Di Nanni, Michele; Manca, Fabio; Pio, Gianvito

Variational Bayes estimation of hierarchical Dirichlet-multinomial mixtures for text clustering. (English) Zbl 07800949

Comput. Stat. 38, No. 4, 2015-2051 (2023).

MSC: 62-08

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Koenig, Christoph; Becker, Benjamin; Ulitzsch, Esther

Bayesian hierarchical response time modelling – a tutorial. (English) Zbl 1529.62083

Br. J. Math. Stat. Psychol. 76, No. 3, 623-645 (2023).

MSC: 62P15 62F15 62-01

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Stordal, Andreas S.; Lorentzen, Rolf J.; Fossum, Kristian

Marginalized iterative ensemble smoothers for data assimilation. (English) Zbl 1528.86009

Comput. Geosci. 27, No. 6, 975-986 (2023).

MSC: 86A32 86A22

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Martínez-Minaya, Joaquín; Lindgren, Finn; López-Quílez, Antonio; Simpson, Daniel; Conesa, David

The integrated nested Laplace approximation for fitting Dirichlet regression models. (English) Zbl 07792020

J. Comput. Graph. Stat. 32, No. 3, 805-823 (2023).

MSC: 62-XX

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Di Loro, Pierfrancesco Alaimo; Mingione, Marco; Lipsitt, Jonah; Batteate, Christina M.; Jerrett, Michael; Banerjee, Sudipto

Bayesian hierarchical modeling and analysis for actigraph data from wearable devices. (English) Zbl 07789410

Ann. Appl. Stat. 17, No. 4, 2865-2886 (2023).

MSC: 62Pxx

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Savitsky, Terrance D.; Gershunskaya, Julie; Crankshaw, Mark

Joint point and variance estimation under a hierarchical Bayesian model for survey count data. (English) Zbl 07789368

Ann. Appl. Stat. 17, No. 3, 2002-2018 (2023).

MSC: 62Pxx

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Osgood-Zimmerman, Aaron; Wakefield, Jon

A statistical review of template model builder: a flexible tool for spatial modelling. (English) Zbl 07779070

Int. Stat. Rev. 91, No. 2, 318-342 (2023).

MSC: 62-XX 62Mxx 62Fxx

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Fan, Cuihong; Jun, Byoung Heon; Wolfstetter, Elmar G.

Spying and imperfect commitment in first-price auctions: a case of tacit collusion. (English) Zbl 1530.91219

Econ. Theory Bull. 11, No. 2, 255-275 (2023).

Reviewer: Nikolay Kyurkchiev (Plovdiv)

MSC: 91B26 91A65 91A28 91A27

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Kowal, Daniel R.

Subset selection for linear mixed models. (English) Zbl 1522.62166

Biometrics 79, No. 3, 1853-1867 (2023).

MSC: 62P10

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Han, Ming

Take a look at the hierarchical Bayesian estimation of parameters from several different angles. (English) Zbl 07753670

Commun. Stat., Theory Methods 52, No. 21, 7718-7730 (2023).

MSC: 62-XX

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Su, Weizhe; Wang, Xia

Multiple hypotheses testing on dependent count data with covariate effects. (English) Zbl 07738983

Stat. Interface 16, No. 3, 409-417 (2023).

MSC: 62-XX 62F03 62M05 62J12

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Lijoi, Antonio; Prünster, Igor; Rebaudo, Giovanni

Flexible clustering via hidden hierarchical Dirichlet priors. (English) Zbl 07677035

Scand. J. Stat. 50, No. 1, 213-234 (2023).

MSC: 62-XX

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Pedone, Matteo; Amedei, Amedeo; Stingo, Francesco C.

Subject-specific Dirichlet-multinomial regression for multi-district microbiota data analysis. (English) Zbl 07656988

Ann. Appl. Stat. 17, No. 1, 539-559 (2023).

MSC: 62Pxx

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Zhang, Junyi; Dassios, Angelos

Truncated Poisson-Dirichlet approximation for Dirichlet process hierarchical models. (English) Zbl 1504.62015

Stat. Comput. 33, No. 1, Paper No. 30, 20 p. (2023).

MSC: 62-08

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Zhao, Wenjie; Prado, Raquel

Hierarchical dynamic PARCOR models for analysis of multiple brain signals. (English) Zbl 07585564

Stat. Interface 16, No. 1, 69-79 (2023).

MSC: 62-XX

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Young, Derek S.; Roemmele, Eric S.; Shi, Xuan

Zero-inflated modeling. II: Zero-inflated models for complex data structures. (English) Zbl 07910963

Wiley Interdiscip. Rev., WIREs Comput. Stat. 14, No. 2, Article ID e1540, 16 p. (2022).

MSC: 62-08

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Savitsky, Terrance D.; Williams, Matthew R.

Bayesian dependent functional mixture estimation for area and time-indexed data: an application for the prediction of monthly county employment. (English) Zbl 1531.62190

Bayesian Anal. 17, No. 3, 791-815 (2022).

MSC: 62P20 62F15 62M10 62-08

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Bradley, Jonathan R.

Joint Bayesian analysis of multiple response-types using the hierarchical generalized transformation model. (English) Zbl 1531.62031

Bayesian Anal. 17, No. 1, 127-164 (2022).

MSC: 62H11 62F15 62-08

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Susmann, Herbert; Alexander, Monica; Alkema, Leontine

Temporal models for demographic and global health outcomes in multiple populations: introducing a new framework to review and standardise documentation of model assumptions and facilitate model comparison. (English) Zbl 07778357

Int. Stat. Rev. 90, No. 3, 437-467 (2022).

MSC: 62Mxx 62Gxx 62-XX

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Chakraborty, Saptarshi; Lan, Tian; Tseng, Yiider; Wong, Samuel W. K.

Bayesian analysis of coupled cellular and nuclear trajectories for cell migration. (English) Zbl 1520.62152

Biometrics 78, No. 3, 1209-1220 (2022).

MSC: 62P10

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Wei, Yun; Nguyen, Xuanlong

Convergence of de Finetti’s mixing measure in latent structure models for observed exchangeable sequences. (English) Zbl 1539.62084

Ann. Stat. 50, No. 4, 1859-1889 (2022).

MSC: 62G05 62F15 62G20 62H30

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Morales-Otero, Mabel; Gómez-Rubio, Virgilio; Núñez-Antón, Vicente

Fitting double hierarchical models with the integrated nested Laplace approximation. (English) Zbl 1495.62012

Stat. Comput. 32, No. 4, Paper No. 62, 16 p. (2022).

MSC: 62-08 62F15 62J12

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Dirmeier, Simon; Beerenwinkel, Niko

Structured hierarchical models for probabilistic inference from perturbation screening data. (English) Zbl 1498.62208

Ann. Appl. Stat. 16, No. 3, 2010-2029 (2022).

MSC: 62P10 62F15 62H22 62-08

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Haneuse, Sebastien; Schrag, Deborah; Dominici, Francesca; Normand, Sharon-Lise; Lee, Kyu Ha

Measuring performance for end-of-life care. (English) Zbl 1498.62217

Ann. Appl. Stat. 16, No. 3, 1586-1607 (2022).

MSC: 62P10 62C10 62J12 92C50

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Mao, Jialiang; Ma, Li

Dirichlet-tree multinomial mixtures for clustering microbiome compositions. (English) Zbl 1498.62241

Ann. Appl. Stat. 16, No. 3, 1476-1499 (2022).

MSC: 62P10 62F15 62H30

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Wang, Jason; Weiss, Robert E.

Local and global topics in text modeling of web pages nested in web sites. (English) Zbl 1543.62210

Comput. Stat. Data Anal. 173, Article ID 107518, 14 p. (2022).

MSC: 62-08 68T50

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Al-kaabawi, Zainab; Wei, Yinghui; Moyeed, Rana

Bayesian hierarchical models for linear networks. (English) Zbl 07522690

J. Appl. Stat. 49, No. 6, 1421-1448 (2022).

MSC: 62-XX

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Ward, Caitlin; Oleson, Jacob; Tomblin, J. Bruce; Walker, Elizabeth

Modeling population and subject-specific growth in a latent trait measured by multiple instruments over time using a hierarchical Bayesian framework. (English) Zbl 07484703

J. Appl. Stat. 49, No. 2, 449-465 (2022).

MSC: 62-XX

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Azzimonti, Laura; Corani, Giorgio; Scutari, Marco

A Bayesian hierarchical score for structure learning from related data sets. (English) Zbl 07478949

Int. J. Approx. Reasoning 142, 248-265 (2022).

MSC: 68T05 62H22

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Slater, Justin J.; Brown, Patrick E.; Rosenthal, Jeffrey S.

Forecasting subnational COVID-19 mortality using a day-of-the-week adjusted Bayesian hierarchical model. (English) Zbl 07851268

Stat 10, No. 1, Paper No. e328, 11 p. (2021).

MSC: 62-XX

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Verde, Pablo Emilio

A bias-corrected meta-analysis model for combining, studies of different types and quality. (English) Zbl 1523.62227

Biom. J. 63, No. 2, 406-422 (2021).

MSC: 62P10

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Polansky, Leo; Newman, Ken B.; Mitchell, Lara

Improving inference for nonlinear state-space models of animal population dynamics given biased sequential life stage data. (English) Zbl 1520.62307

Biometrics 77, No. 1, 352-361 (2021).

MSC: 62P10

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Lunagómez, Simón; Olhede, Sofia C.; Wolfe, Patrick J.

Modeling network populations via graph distances. (English) Zbl 1524.62123

J. Am. Stat. Assoc. 116, No. 536, 2023-2040 (2021).

MSC: 62F15 05C12 05C22 05C80 05C90 62P10

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Jeganathan, Pratheepa; Holmes, Susan P.

A statistical perspective on the challenges in molecular microbial biology. (English) Zbl 07603058

J. Agric. Biol. Environ. Stat. 26, No. 2, 131-160 (2021).

MSC: 62P12

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Amaral Turkman, Maria Antónia; Turkman, Kamil Feridun; de Zea Bermudez, Patrícia; Pereira, Soraia; Pereira, Paula; de Carvalho, Miguel

Calibration of the bulk and extremes of spatial data. (English) Zbl 1483.62185

REVSTAT 19, No. 3, 309-325 (2021).

MSC: 62P12 62F15 62H11 62M30

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Gabrio, Andrea

Bayesian hierarchical models for the prediction of volleyball results. (English) Zbl 1521.62321

J. Appl. Stat. 48, No. 2, 301-321 (2021).

MSC: 62-XX

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Wang, Bingling; Banerjee, Sudipto; Gupta, Rangan

Bayesian spatial modeling for housing data in South Africa. (English) Zbl 1478.62370

Sankhyā, Ser. B 83, No. 2, Suppl., 395-414 (2021).

MSC: 62P20 62F15 62M30

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Njah, Hasna; Jamoussi, Salma; Mahdi, Walid

Breaking the curse of dimensionality: hierarchical Bayesian network model for multi-view clustering. (English) Zbl 1542.62094

Ann. Math. Artif. Intell. 89, No. 10-11, 1013-1033 (2021).

MSC: 62H30 62H22

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Bunnin, F. O.; Smith, J. Q.

A Bayesian hierarchical model for criminal investigations. (English) Zbl 1480.62113

Bayesian Anal. 16, No. 1, 1-30 (2021).

MSC: 62P25 62F15 62H22 62M02

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Botha, Imke; Kohn, Robert; Drovandi, Christopher

Particle methods for stochastic differential equation mixed effects models. (English) Zbl 1480.62053

Bayesian Anal. 16, No. 2, 575-609 (2021).

MSC: 62F15 60H10 62P10

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Quinlan, José J.; Quintana, Fernando A.; Page, Garritt L.

On a class of repulsive mixture models. (English) Zbl 1479.62045

Test 30, No. 2, 445-461 (2021).

MSC: 62H30 62F15 62E20 60G55

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Hadj-Amar, Beniamino; Finkenstädt, Bärbel; Fiecas, Mark; Huckstepp, Robert

Identifying the recurrence of sleep apnea using a harmonic hidden Markov model. (English) Zbl 1478.62326

Ann. Appl. Stat. 15, No. 3, 1171-1193 (2021).

MSC: 62P10 62M05 62G05

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Reynolds, David; Carvalho, Luis

Latent association graph inference for binary transaction data. (English) Zbl 1543.62414

Comput. Stat. Data Anal. 160, Article ID 107229, 17 p. (2021).

MSC: 62H22 62F15

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Viani, Alessandro; Luria, Gianvittorio; Sorrentino, Alberto; Bornfleth, Harald

Where Bayes tweaks Gauss: conditionally Gaussian priors for stable multi-dipole estimation. (English) Zbl 1473.62097

Inverse Probl. Imaging 15, No. 5, 1099-1119 (2021).

MSC: 62F15 62H35 62L12 92C55 65C05 62P10

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Girón, Fco. Javier; del Castillo, Carmen

A Bayesian solution to the Behrens-Fisher problem. (English) Zbl 1472.62029

Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 115, No. 4, Paper No. 158, 15 p. (2021).

MSC: 62E15 62F15

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Sansom, Philip G.; Stephenson, David B.; Bracegirdle, Thomas J.

On constraining projections of future climate using observations and simulations from multiple climate models. (English) Zbl 1464.86002

J. Am. Stat. Assoc. 116, No. 534, 546-557 (2021).

MSC: 86A08 62P12

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Yang, Si; Puggioni, Gavino

Bayesian zero-inflated growth mixture models with application to health risk behavior data. (English) Zbl 07342187

Stat. Interface 14, No. 2, 151-163 (2021).

MSC: 62C10 62P15 62C12

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Huang, Yong; Beck, James L.; Li, Hui; Ren, Yulong

Sequential sparse Bayesian learning with applications to system identification for damage assessment and recursive reconstruction of image sequences. (English) Zbl 1506.62265

Comput. Methods Appl. Mech. Eng. 373, Article ID 113545, 25 p. (2021).

MSC: 62F15 62L12 65C20 94A08

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Kadane, Joseph B.

Principles of uncertainty. 2nd updated edition. (English) Zbl 1441.62004

Chapman & Hall/CRC Texts in Statistical Science Series. Boca Raton, FL: CRC Press (ISBN 978-1-138-05273-4/hbk; 978-0-367-53973-3/pbk 978-1-315-16756-5/ebook). xxv, 498 p. (2021).

MSC: 62-01 62C10 62F15 62C12 60K20 60J22

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Chitakasempornkul, K.; Rosa, G. J. M.; Jager, A.; Bello, N. M.

Hierarchical modeling of structural coefficients for heterogeneous networks with an application to animal production systems. (English) Zbl 07603038

J. Agric. Biol. Environ. Stat. 25, No. 4, 1-22 (2020).

MSC: 62P12

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Janicki, Ryan

Properties of the beta regression model for small area estimation of proportions and application to estimation of poverty rates. (English) Zbl 1511.62019

Commun. Stat., Theory Methods 49, No. 9, 2264-2284 (2020).

MSC: 62D05 62F15 62J05

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Li, Qian; Shamshoian, John; Şentürk, Damla; Sugar, Catherine; Jeste, Shafali; DiStefano, Charlotte; Telesca, Donatello

Region-referenced spectral power dynamics of EEG signals: a hierarchical modeling approach. (English) Zbl 1498.62236

Ann. Appl. Stat. 14, No. 4, 2053-2068 (2020).

MSC: 62P10 62H25 62F15 62R10 62-08

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da Silva, Nívea B.; Prates, Marcos O.; Gonçalves, Flávio B.

Bayesian linear regression models with flexible error distributions. (English) Zbl 07480193

J. Stat. Comput. Simulation 90, No. 14, 2571-2591 (2020).

MSC: 62F15 62J05 62J12 62-XX

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Kazemi, Iraj; Hassanzadeh, Fatemeh

Modelling multivariate, overdispersed count data with correlated and non-normal heterogeneity effects. (English) Zbl 1472.60026

SORT 44, No. 2, 335-356 (2020).

MSC: 60E05 62J12 62J99 62H20

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Sandholtz, Nathan; Bornn, Luke

Markov decision processes with dynamic transition probabilities: an analysis of shooting strategies in basketball. (English) Zbl 1470.62179

Ann. Appl. Stat. 14, No. 3, 1122-1145 (2020).

MSC: 62P25 62M05 62C25

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Zhang, Bohai; Cressie, Noel

Bayesian inference of spatio-temporal changes of arctic sea ice. (English) Zbl 1459.62212

Bayesian Anal. 15, No. 2, 605-631 (2020).

MSC: 62P12 62F15 62H11 62J12 62M20 60G15 86A05

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Jeong, Himchan; Valdez, Emiliano A.

Bayesian credibility premium with GB2 copulas. (English) Zbl 1457.62158

Depend. Model. 8, 157-171 (2020).

MSC: 62H05 62E15 62F15 62P05

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Geirsson, Óli Páll; Hrafnkelsson, Birgir; Simpson, Daniel; Sigurdarson, Helgi

LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models. (English) Zbl 07292510

Stat. Sci. 35, No. 2, 218-233 (2020).

MSC: 62-XX

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Lokonon, Bruno Enagnon; Moussa, Freedath Djibril; Diouf, Saliou; Kakaï, Romain Glèlè

Empirical performance of estimation methods in beta mixed models with application to ecological data. (English. French summary) Zbl 1451.62079

Afr. Stat. 15, No. 2, 2279-2293 (2020).

MSC: 62J05 62J12 62P12 62F15

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Christen, J. Andrés; Parker, Albert E.

Systematic statistical analysis of microbial data from dilution series. (English) Zbl 07270328

J. Agric. Biol. Environ. Stat. 25, No. 3, 339-364 (2020).

MSC: 62P12

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Argiento, Raffaele; Cremaschi, Andrea; Vannucci, Marina

Hierarchical normalized completely random measures to cluster grouped data. (English) Zbl 1437.62224

J. Am. Stat. Assoc. 115, No. 529, 318-333 (2020).

MSC: 62H30 62G05 62F15

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Williams, Jonathan P.; Storlie, Curtis B.; Therneau, Terry M.; Clifford, R. Jack Jr.; Hannig, Jan

A Bayesian approach to multistate hidden Markov models: application to dementia progression. (English) Zbl 1437.62656

J. Am. Stat. Assoc. 115, No. 529, 16-31 (2020).

MSC: 62P10 62F15 62M05

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Li, Yicheng; Raftery, Adrian E.

Estimating and forecasting the smoking-attributable mortality fraction for both genders jointly in over 60 countries. (English) Zbl 1439.62222

Ann. Appl. Stat. 14, No. 1, 381-408 (2020).

MSC: 62P10 62N05 62M20 62J12

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Haining, Robert; Li, Guangquan

Modelling spatial and spatial-temporal data. A Bayesian approach. (English) Zbl 1446.62002

Chapman & Hall/CRC Statistics in the Social and Behavioural Sciences Series. Boca Raton, FL: CRC Press (ISBN 978-1-4822-3742-9/hbk; 978-1-032-17500-3/pbk; 978-0-429-08893-3/ebook). xxvi, 608 p. (2020).

Reviewer: Thorsten Dickhaus (Berlin)

MSC: 62-02 62H11 62M30 62F15 62D05 62P20 62-08

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Posch, Konstantin; Arbeiter, Maximilian; Pilz, Juergen

A novel Bayesian approach for variable selection in linear regression models. (English) Zbl 1504.62101

Comput. Stat. Data Anal. 144, Article ID 106881, 24 p. (2020).

MSC: 62J05 62F15 62F12

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Selland Kleppe, Tore

Dynamically rescaled Hamiltonian Monte Carlo for Bayesian hierarchical models. (English) Zbl 07499072

J. Comput. Graph. Stat. 28, No. 3, 493-507 (2019).

MSC: 62-XX

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Miller, Jeffrey W.

Fast and accurate approximation of the full conditional for gamma shape parameters. (English) Zbl 07499069

J. Comput. Graph. Stat. 28, No. 2, 476-480 (2019).

MSC: 62-XX

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Wei, Zheng; Conlon, Erin M.

Parallel Markov chain Monte Carlo for Bayesian hierarchical models with big data, in two stages. (English) Zbl 1516.62659

J. Appl. Stat. 46, No. 11, 1917-1936 (2019).

MSC: 62-XX

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Zagaris, Antonios

Data-informed modeling in the health sciences. (English) Zbl 1436.62657

Kaper, Hans G. (ed.) et al., Mathematics of planet Earth. Protecting our planet, learning from the past, safeguarding for the future. Cham: Springer. Math. Planet Earth 5, 129-173 (2019).

MSC: 62P10 92-10 92C50

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Musgrove, Donald; Young, Derek S.; Hughes, John; Eberly, Lynn E.

A sparse areal mixed model for multivariate outcomes, with an application to zero-inflated census data. (English) Zbl 1434.62098

Diawara, Norou (ed.), Modern statistical methods for spatial and multivariate data. Cham: Springer. STEAM-H, Sci. Technol. Eng. Agric. Math. Health, 51-74 (2019).

MSC: 62H12 62M30 62J05 62P20

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Cox, Gregory E.; Criss, Amy H.

Parametric supplements to systems factorial analysis: identifying interactive parallel processing using systems of accumulators. (English) Zbl 1437.91355

J. Math. Psychol. 92, Article ID 102247, 19 p. (2019).

MSC: 91E10 91-02

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Baer, Daniel R.; Lawson, Andrew B.

Evaluation of Bayesian multiple stage estimation under spatial CAR model variants. (English) Zbl 07193715

J. Stat. Comput. Simulation 89, No. 1, 98-144 (2019).

MSC: 62-XX

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Zhu, Li; Huo, Zhiguang; Ma, Tianzhou; Oesterreich, Steffi; Tseng, George C.

Bayesian indicator variable selection to incorporate hierarchical overlapping group structure in multi-omics applications. (English) Zbl 1437.62284

Ann. Appl. Stat. 13, No. 4, 2611-2636 (2019).

MSC: 62J07 62F15 62J05 62P10

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Tipton, John R.; Hooten, Mevin B.; Nolan, Connor; Booth, Robert K.; McLachlan, Jason

Predicting paleoclimate from compositional data using multivariate Gaussian process inverse prediction. (English) Zbl 1435.62415

Ann. Appl. Stat. 13, No. 4, 2363-2388 (2019).

MSC: 62P12 62M20 62H12 86A32

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Cremaschi, Andrea; Argiento, Raffaele; Shoemaker, Katherine; Peterson, Christine; Vannucci, Marina

Hierarchical normalized completely random measures for robust graphical modeling. (English) Zbl 1435.62121

Bayesian Anal. 14, No. 4, 1271-1301 (2019).

MSC: 62G05 62P10 62H12 60G57 62H30

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Verde, Pablo Emilio

The hierarchical metaregression approach and learning from clinical evidence. (English) Zbl 1429.62624

Biom. J. 61, No. 3, 535-557 (2019).

MSC: 62P10

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Perreault, Logan; Sheppard, John

Compact structures for continuous time Bayesian networks. (English) Zbl 1466.62347

Int. J. Approx. Reasoning 109, 19-41 (2019).

MSC: 62H22 62H30

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Xuan, Junyu; Lu, Jie; Zhang, Guangquan

Cooperative hierarchical Dirichlet processes: superposition vs. maximization. (English) Zbl 1478.68303

Artif. Intell. 271, 43-73 (2019).

MSC: 68T05 62H22

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Conversano, Claudio; Cannas, Massimo; Mola, Francesco; Sironi, Emiliano

Random effects clustering in multilevel modeling: choosing a proper partition. (English) Zbl 1474.62012

Adv. Data Anal. Classif., ADAC 13, No. 1, 279-301 (2019).

MSC: 62C10 62C12 62H30 62J12 62J20

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Wang, Xia; Shojaie, Ali; Zou, Jian

Bayesian hidden Markov models for dependent large-scale multiple testing. (English) Zbl 1507.62180

Comput. Stat. Data Anal. 136, 123-136 (2019).

MSC: 62-08 62F15 62J15 62M05 62P10

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Bradley, Jonathan R.; Wikle, Christopher K.; Holan, Scott H.

Spatio-temporal models for big multinomial data using the conditional multivariate logit-beta distribution. (English) Zbl 1418.62303

J. Time Ser. Anal. 40, No. 3, 363-382 (2019).

MSC: 62M10 62H11 62F15 62P20 62J12

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Mulder, Joris; Fox, Jean-Paul

Bayes factor testing of multiple intraclass correlations. (English) Zbl 1416.62353

Bayesian Anal. 14, No. 2, 521-552 (2019).

MSC: 62H30 62P25 62H20 62F15

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Full Text: DOI Euclid

Camerlenghi, Federico; Lijoi, Antonio; Orbanz, Peter; Prünster, Igor

Distribution theory for hierarchical processes. (English) Zbl 1478.60151

Ann. Stat. 47, No. 1, 67-92 (2019).

MSC: 60G57 62F15 62G05

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O’Hagan, Adrian; White, Arthur

Improved model-based clustering performance using Bayesian initialization averaging. (English) Zbl 1417.62177

Comput. Stat. 34, No. 1, 201-231 (2019).

MSC: 62H30 62F10 62F15 62P10 62-08

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Keefe, Matthew J.; Ferreira, Marco A. R.; Franck, Christopher T.

Objective Bayesian analysis for Gaussian hierarchical models with intrinsic conditional autoregressive priors. (English) Zbl 1409.62187

Bayesian Anal. 14, No. 1, 181-209 (2019).

MSC: 62M30 62F15 62M10 62P20

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Soriano, Jacopo; Ma, Li

Mixture modeling on related samples by \(\psi\)-stick breaking and kernel perturbation. (English) Zbl 1409.62129

Bayesian Anal. 14, No. 1, 161-180 (2019).

MSC: 62H30 62G07 62G99 62F15

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Cespedes, Marcela I.

Detection of longitudinal brain atrophy patterns consistent with progression towards Alzheimer’s disease. (Abstract of thesis). (English) Zbl 1407.62398

Bull. Aust. Math. Soc. 99, No. 1, 174-176 (2019).

MSC: 62P10 62C10 60J10 62J10 65C05 92C55

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Calvetti, D.; Somersalo, E.

Inverse problems: from regularization to Bayesian inference. (English) Zbl 07910815

Wiley Interdiscip. Rev., WIREs Comput. Stat. 10, No. 3, Article ID e1427, 19 p. (2018).

MSC: 62-08

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