Lowe, Tom E.; Golightly, Andrew; Sherlock, Chris Accelerating inference for stochastic kinetic models. (English) Zbl 07711788 Comput. Stat. Data Anal. 185, Article ID 107760, 21 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{T. E. Lowe} et al., Comput. Stat. Data Anal. 185, Article ID 107760, 21 p. (2023; Zbl 07711788) Full Text: DOI arXiv
Li, Xiao; Li, Yuqiang; Wu, Xianyi Empirical Gittins index strategies with \(\varepsilon\)-explorations for multi-armed bandit problems. (English) Zbl 07708608 Comput. Stat. Data Anal. 180, Article ID 107610, 26 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{X. Li} et al., Comput. Stat. Data Anal. 180, Article ID 107610, 26 p. (2023; Zbl 07708608) Full Text: DOI
Pereira, Luz Adriana; Gutiérrez, Luis; Taylor-Rodríguez, Daniel; Mena, Ramsés H. Bayesian nonparametric hypothesis testing for longitudinal data analysis. (English) Zbl 07708445 Comput. Stat. Data Anal. 179, Article ID 107629, 14 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{L. A. Pereira} et al., Comput. Stat. Data Anal. 179, Article ID 107629, 14 p. (2023; Zbl 07708445) Full Text: DOI
Degras, David; Ting, Chee-Ming; Ombao, Hernando Markov-switching state-space models with applications to neuroimaging. (English) Zbl 07561887 Comput. Stat. Data Anal. 174, Article ID 107525, 23 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Degras} et al., Comput. Stat. Data Anal. 174, Article ID 107525, 23 p. (2022; Zbl 07561887) Full Text: DOI arXiv
Granados-Garcia, Guilllermo; Fiecas, Mark; Babak, Shahbaba; Fortin, Norbert J.; Ombao, Hernando Brain waves analysis via a non-parametric Bayesian mixture of autoregressive kernels. (English) Zbl 07561873 Comput. Stat. Data Anal. 174, Article ID 107409, 18 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Granados-Garcia} et al., Comput. Stat. Data Anal. 174, Article ID 107409, 18 p. (2022; Zbl 07561873) Full Text: DOI arXiv
Narci, Romain; Delattre, Maud; Larédo, Catherine; Vergu, Elisabeta Inference for partially observed epidemic dynamics guided by Kalman filtering techniques. (English) Zbl 07422876 Comput. Stat. Data Anal. 164, Article ID 107319, 23 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Narci} et al., Comput. Stat. Data Anal. 164, Article ID 107319, 23 p. (2021; Zbl 07422876) Full Text: DOI arXiv HAL
Polansky, Alan M.; Pramanik, Paramahansa A motif building process for simulating random networks. (English) Zbl 07422756 Comput. Stat. Data Anal. 162, Article ID 107263, 24 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. M. Polansky} and \textit{P. Pramanik}, Comput. Stat. Data Anal. 162, Article ID 107263, 24 p. (2021; Zbl 07422756) Full Text: DOI
Monterrubio-Gómez, Karla; Roininen, Lassi; Wade, Sara; Damoulas, Theodoros; Girolami, Mark Posterior inference for sparse hierarchical non-stationary models. (English) Zbl 1510.62068 Comput. Stat. Data Anal. 148, Article ID 106954, 21 p. (2020). MSC: 62-08 62G05 62M40 62M30 60G15 PDFBibTeX XMLCite \textit{K. Monterrubio-Gómez} et al., Comput. Stat. Data Anal. 148, Article ID 106954, 21 p. (2020; Zbl 1510.62068) Full Text: DOI arXiv
Spezia, Luigi Bayesian variable selection in non-homogeneous hidden Markov models through an evolutionary Monte Carlo method. (English) Zbl 1510.62344 Comput. Stat. Data Anal. 143, Article ID 106840, 17 p. (2020). MSC: 62M05 62F15 62P12 62-08 65C05 65C40 PDFBibTeX XMLCite \textit{L. Spezia}, Comput. Stat. Data Anal. 143, Article ID 106840, 17 p. (2020; Zbl 1510.62344) Full Text: DOI
Yu, Ting-Hung; Tsai, Henghsiu; Rachinger, Heiko Approximate maximum likelihood estimation of a threshold diffusion process. (English) Zbl 1507.62198 Comput. Stat. Data Anal. 142, Article ID 106823, 14 p. (2020). MSC: 62-08 62M05 60J60 62F12 62M10 PDFBibTeX XMLCite \textit{T.-H. Yu} et al., Comput. Stat. Data Anal. 142, Article ID 106823, 14 p. (2020; Zbl 1507.62198) Full Text: DOI
de Gunst, Mathisca; Knapik, Bartek; Mandjes, Michel; Sollie, Birgit Parameter estimation for a discretely observed population process under Markov-modulation. (English) Zbl 1496.62216 Comput. Stat. Data Anal. 140, 88-103 (2019). MSC: 62P99 60K25 60K37 PDFBibTeX XMLCite \textit{M. de Gunst} et al., Comput. Stat. Data Anal. 140, 88--103 (2019; Zbl 1496.62216) Full Text: DOI
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 PDFBibTeX XMLCite \textit{X. Wang} et al., Comput. Stat. Data Anal. 136, 123--136 (2019; Zbl 1507.62180) Full Text: DOI Link
Golightly, Andrew; Bradley, Emma; Lowe, Tom; Gillespie, Colin S. Correlated pseudo-marginal schemes for time-discretised stochastic kinetic models. (English) Zbl 1507.62064 Comput. Stat. Data Anal. 136, 92-107 (2019). MSC: 62-08 62F15 62M05 60J22 65C05 PDFBibTeX XMLCite \textit{A. Golightly} et al., Comput. Stat. Data Anal. 136, 92--107 (2019; Zbl 1507.62064) Full Text: DOI arXiv
Nicosia, Aurélien; Duchesne, Thierry; Rivest, Louis-Paul; Fortin, Daniel A general hidden state random walk model for animal movement. (English) Zbl 1466.62168 Comput. Stat. Data Anal. 105, 76-95 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Nicosia} et al., Comput. Stat. Data Anal. 105, 76--95 (2017; Zbl 1466.62168) Full Text: DOI arXiv
Monbet, Valérie; Ailliot, Pierre Sparse vector Markov switching autoregressive models. Application to multivariate time series of temperature. (English) Zbl 1466.62165 Comput. Stat. Data Anal. 108, 40-51 (2017). MSC: 62-08 62P12 62M10 PDFBibTeX XMLCite \textit{V. Monbet} and \textit{P. Ailliot}, Comput. Stat. Data Anal. 108, 40--51 (2017; Zbl 1466.62165) Full Text: DOI HAL
Crane, Harry A hidden Markov model for latent temporal clustering with application to ideological alignment in the U.S. Supreme Court. (English) Zbl 1466.62048 Comput. Stat. Data Anal. 110, 19-36 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{H. Crane}, Comput. Stat. Data Anal. 110, 19--36 (2017; Zbl 1466.62048) Full Text: DOI
González, M.; Minuesa, C.; del Puerto, I. Maximum likelihood estimation and expectation-maximization algorithm for controlled branching processes. (English) Zbl 1468.62067 Comput. Stat. Data Anal. 93, 209-227 (2016). MSC: 62-08 60J80 62M05 PDFBibTeX XMLCite \textit{M. González} et al., Comput. Stat. Data Anal. 93, 209--227 (2016; Zbl 1468.62067) Full Text: DOI arXiv
Virbickaitė, Audronė; Ausín, M. Concepción; Galeano, Pedro A Bayesian non-parametric approach to asymmetric dynamic conditional correlation model with application to portfolio selection. (English) Zbl 1466.62206 Comput. Stat. Data Anal. 100, 814-829 (2016). MSC: 62-08 62F15 62M10 62P05 PDFBibTeX XMLCite \textit{A. Virbickaitė} et al., Comput. Stat. Data Anal. 100, 814--829 (2016; Zbl 1466.62206) Full Text: DOI arXiv
Horrocks, Julie; Rueffer, Matthew A Bayesian approach to estimating animal density from binary acoustic transects. (English) Zbl 1506.62082 Comput. Stat. Data Anal. 80, 17-25 (2014). MSC: 62-08 62P12 62M30 62F15 PDFBibTeX XMLCite \textit{J. Horrocks} and \textit{M. Rueffer}, Comput. Stat. Data Anal. 80, 17--25 (2014; Zbl 1506.62082) Full Text: DOI
Bonneau, Mathieu; Gaba, Sabrina; Peyrard, Nathalie; Sabbadin, Régis Reinforcement learning-based design of sampling policies under cost constraints in Markov random fields: application to weed map reconstruction. (English) Zbl 1506.62024 Comput. Stat. Data Anal. 72, 30-44 (2014). MSC: 62-08 68T05 62D05 62P12 90C40 PDFBibTeX XMLCite \textit{M. Bonneau} et al., Comput. Stat. Data Anal. 72, 30--44 (2014; Zbl 1506.62024) Full Text: DOI
van der Meulen, Frank; Schauer, Moritz; van Zanten, Harry Reversible jump MCMC for nonparametric drift estimation for diffusion processes. (English) Zbl 1471.62197 Comput. Stat. Data Anal. 71, 615-632 (2014). MSC: 62-08 62G05 62M05 60J60 PDFBibTeX XMLCite \textit{F. van der Meulen} et al., Comput. Stat. Data Anal. 71, 615--632 (2014; Zbl 1471.62197) Full Text: DOI arXiv
Hautphenne, Sophie; Fackrell, Mark An EM algorithm for the model fitting of Markovian binary trees. (English) Zbl 1471.62088 Comput. Stat. Data Anal. 70, 19-34 (2014). MSC: 62-08 62M05 60J80 62F10 PDFBibTeX XMLCite \textit{S. Hautphenne} and \textit{M. Fackrell}, Comput. Stat. Data Anal. 70, 19--34 (2014; Zbl 1471.62088) Full Text: DOI
Chang, Hsiu-Ching; Chung, Hwan Dealing with multiple local modalities in latent class profile analysis. (English) Zbl 1471.62037 Comput. Stat. Data Anal. 68, 296-310 (2013). MSC: 62-08 PDFBibTeX XMLCite \textit{H.-C. Chang} and \textit{H. Chung}, Comput. Stat. Data Anal. 68, 296--310 (2013; Zbl 1471.62037) Full Text: DOI
Kim, Jung Seek; Ratchford, Brian T. A Bayesian multivariate probit for ordinal data with semiparametric random-effects. (English) Zbl 1468.62100 Comput. Stat. Data Anal. 64, 192-208 (2013). MSC: 62-08 62F15 62G05 PDFBibTeX XMLCite \textit{J. S. Kim} and \textit{B. T. Ratchford}, Comput. Stat. Data Anal. 64, 192--208 (2013; Zbl 1468.62100) Full Text: DOI
Yen, Amy Ming-Fang; Chen, Hsiu-Hsi Stochastic models for multiple pathways of temporal natural history on co-morbidity of chronic disease. (English) Zbl 1365.62437 Comput. Stat. Data Anal. 57, No. 1, 570-588 (2013). MSC: 62P10 92C50 PDFBibTeX XMLCite \textit{A. M. F. Yen} and \textit{H.-H. Chen}, Comput. Stat. Data Anal. 57, No. 1, 570--588 (2013; Zbl 1365.62437) Full Text: DOI Link
Varughese, Melvin M. Parameter estimation for multivariate diffusion systems. (English) Zbl 1365.62089 Comput. Stat. Data Anal. 57, No. 1, 417-428 (2013). MSC: 62F10 60J60 60J22 62P05 91B84 PDFBibTeX XMLCite \textit{M. M. Varughese}, Comput. Stat. Data Anal. 57, No. 1, 417--428 (2013; Zbl 1365.62089) Full Text: DOI arXiv
Bolin, David; Lindgren, Finn A comparison between Markov approximations and other methods for large spatial data sets. (English) Zbl 1349.62445 Comput. Stat. Data Anal. 61, 7-21 (2013). MSC: 62M30 62M40 PDFBibTeX XMLCite \textit{D. Bolin} and \textit{F. Lindgren}, Comput. Stat. Data Anal. 61, 7--21 (2013; Zbl 1349.62445) Full Text: DOI arXiv Link
Tang, Nian-Sheng; Duan, Xing-De A semiparametric Bayesian approach to generalized partial linear mixed models for longitudinal data. (English) Zbl 1255.62120 Comput. Stat. Data Anal. 56, No. 12, 4348-4365 (2012). MSC: 62G08 62F15 65D07 65C40 65C60 PDFBibTeX XMLCite \textit{N.-S. Tang} and \textit{X.-D. Duan}, Comput. Stat. Data Anal. 56, No. 12, 4348--4365 (2012; Zbl 1255.62120) Full Text: DOI
Chung, Hwan; Chang, Hsiu-Ching Bayesian approaches to the model selection problem in the analysis of latent stage-sequential process. (English) Zbl 1255.62307 Comput. Stat. Data Anal. 56, No. 12, 4097-4110 (2012). MSC: 62M99 62G99 62F15 62L99 65C40 PDFBibTeX XMLCite \textit{H. Chung} and \textit{H.-C. Chang}, Comput. Stat. Data Anal. 56, No. 12, 4097--4110 (2012; Zbl 1255.62307) Full Text: DOI
Raknerud, Arvid; Skare, Øivind Indirect inference methods for stochastic volatility models based on non-Gaussian Ornstein-Uhlenbeck processes. (English) Zbl 1255.62322 Comput. Stat. Data Anal. 56, No. 11, 3260-3275 (2012). MSC: 62P05 62M05 60J70 62-04 PDFBibTeX XMLCite \textit{A. Raknerud} and \textit{Ø. Skare}, Comput. Stat. Data Anal. 56, No. 11, 3260--3275 (2012; Zbl 1255.62322) Full Text: DOI
Zhao, Xiaobing; Zhou, Xian Modeling gap times between recurrent events by marginal rate function. (English) Zbl 1239.62101 Comput. Stat. Data Anal. 56, No. 2, 370-383 (2012). MSC: 62M09 62F12 62P10 65C60 62M05 PDFBibTeX XMLCite \textit{X. Zhao} and \textit{X. Zhou}, Comput. Stat. Data Anal. 56, No. 2, 370--383 (2012; Zbl 1239.62101) Full Text: DOI
Taufer, Emanuele; Leonenko, Nikolai; Bee, Marco Characteristic function estimation of Ornstein-Uhlenbeck-based stochastic volatility models. (English) Zbl 1464.62170 Comput. Stat. Data Anal. 55, No. 8, 2525-2539 (2011). MSC: 62-08 62P05 62M05 60G51 PDFBibTeX XMLCite \textit{E. Taufer} et al., Comput. Stat. Data Anal. 55, No. 8, 2525--2539 (2011; Zbl 1464.62170) Full Text: DOI
Lopes, Hedibert Freitas; Gamerman, Dani; Salazar, Esther Generalized spatial dynamic factor models. (English) Zbl 1328.65032 Comput. Stat. Data Anal. 55, No. 3, 1319-1330 (2011). MSC: 65C60 62-07 62H25 PDFBibTeX XMLCite \textit{H. F. Lopes} et al., Comput. Stat. Data Anal. 55, No. 3, 1319--1330 (2011; Zbl 1328.65032) Full Text: DOI
Ren, Qian; Banerjee, Sudipto; Finley, Andrew O.; Hodges, James S. Variational Bayesian methods for spatial data analysis. (English) Zbl 1271.62113 Comput. Stat. Data Anal. 55, No. 12, 3197-3217 (2011). MSC: 62H11 62F15 65C40 PDFBibTeX XMLCite \textit{Q. Ren} et al., Comput. Stat. Data Anal. 55, No. 12, 3197--3217 (2011; Zbl 1271.62113) Full Text: DOI
Monsalve-Cobis, Abelardo; González-Manteiga, Wenceslao; Febrero-Bande, Manuel Goodness-of-fit test for interest rate models: an approach based on empirical processes. (English) Zbl 1262.91154 Comput. Stat. Data Anal. 55, No. 12, 3073-3092 (2011). MSC: 91G70 62M05 62M10 91G30 PDFBibTeX XMLCite \textit{A. Monsalve-Cobis} et al., Comput. Stat. Data Anal. 55, No. 12, 3073--3092 (2011; Zbl 1262.91154) Full Text: DOI
Wan, Wai-Yin; Chan, Jennifer So-Kuen Bayesian analysis of robust Poisson geometric process model using heavy-tailed distributions. (English) Zbl 1247.62099 Comput. Stat. Data Anal. 55, No. 1, 687-702 (2011). MSC: 62F15 62M09 65C40 62G32 65C60 PDFBibTeX XMLCite \textit{W.-Y. Wan} and \textit{J. S. K. Chan}, Comput. Stat. Data Anal. 55, No. 1, 687--702 (2011; Zbl 1247.62099) Full Text: DOI Link
Krnjajić, Milovan; Kottas, Athanasios; Draper, David Parametric and nonparametric Bayesian model specification: a case study involving models for count data. (English) Zbl 1452.62225 Comput. Stat. Data Anal. 52, No. 4, 2110-2128 (2008). MSC: 62F15 62G05 62P10 62-08 PDFBibTeX XMLCite \textit{M. Krnjajić} et al., Comput. Stat. Data Anal. 52, No. 4, 2110--2128 (2008; Zbl 1452.62225) Full Text: DOI
Nieto-Barajas, Luis E.; Walker, Stephen G. A Bayesian semi-parametric bivariate failure time model. (English) Zbl 1445.62059 Comput. Stat. Data Anal. 51, No. 12, 6102-6113 (2007). MSC: 62G05 62N05 62F15 62H05 62P10 PDFBibTeX XMLCite \textit{L. E. Nieto-Barajas} and \textit{S. G. Walker}, Comput. Stat. Data Anal. 51, No. 12, 6102--6113 (2007; Zbl 1445.62059) Full Text: DOI
Jara, Alejandro; García-Zattera, María José; Lesaffre, Emmanuel A Dirichlet process mixture model for the analysis of correlated binary responses. (English) Zbl 1445.62148 Comput. Stat. Data Anal. 51, No. 11, 5402-5415 (2007). MSC: 62H30 62F15 62-08 PDFBibTeX XMLCite \textit{A. Jara} et al., Comput. Stat. Data Anal. 51, No. 11, 5402--5415 (2007; Zbl 1445.62148) Full Text: DOI
Schweinberger, Michael; Snijders, Tom A. B. Markov models for digraph panel data: Monte Carlo-based derivative estimation. (English) Zbl 1162.62402 Comput. Stat. Data Anal. 51, No. 9, 4465-4483 (2007). MSC: 62M05 65C05 62F10 PDFBibTeX XMLCite \textit{M. Schweinberger} and \textit{T. A. B. Snijders}, Comput. Stat. Data Anal. 51, No. 9, 4465--4483 (2007; Zbl 1162.62402) Full Text: DOI
Gutiérrez, R.; Rico, N.; Román, P.; Torres, F. Approximate and generalized confidence bands for the mean and mode functions of the lognormal diffusion process. (English) Zbl 1161.62395 Comput. Stat. Data Anal. 51, No. 8, 4038-4053 (2007). MSC: 62M05 62F25 PDFBibTeX XMLCite \textit{R. Gutiérrez} et al., Comput. Stat. Data Anal. 51, No. 8, 4038--4053 (2007; Zbl 1161.62395) Full Text: DOI
Philippe, Anne Bayesian analysis of autoregressive moving average processes with unknown orders. (English) Zbl 1157.62365 Comput. Stat. Data Anal. 51, No. 3, 1904-1923 (2006). MSC: 62F15 62M10 65C40 PDFBibTeX XMLCite \textit{A. Philippe}, Comput. Stat. Data Anal. 51, No. 3, 1904--1923 (2006; Zbl 1157.62365) Full Text: DOI
van Lieshout, M. N. M.; Stoica, R. S. Perfect simulation for marked point processes. (English) Zbl 1157.65311 Comput. Stat. Data Anal. 51, No. 2, 679-698 (2006). MSC: 65C50 60G55 65C40 PDFBibTeX XMLCite \textit{M. N. M. van Lieshout} and \textit{R. S. Stoica}, Comput. Stat. Data Anal. 51, No. 2, 679--698 (2006; Zbl 1157.65311) Full Text: DOI Link
Bouzas, P. R.; Valderrama, M. J.; Aguilera, A. M.; Ruiz-Fuentes, N. Modelling the mean of a doubly stochastic Poisson process by functional data analysis. (English) Zbl 1445.62212 Comput. Stat. Data Anal. 50, No. 10, 2655-2667 (2006). MSC: 62M05 60G55 62H25 62R10 PDFBibTeX XMLCite \textit{P. R. Bouzas} et al., Comput. Stat. Data Anal. 50, No. 10, 2655--2667 (2006; Zbl 1445.62212) Full Text: DOI
Hu, Xiaomi Approximation of partial distribution in renewal function calculation. (English) Zbl 1445.60068 Comput. Stat. Data Anal. 50, No. 6, 1615-1624 (2006). MSC: 60K10 60K20 90B25 PDFBibTeX XMLCite \textit{X. Hu}, Comput. Stat. Data Anal. 50, No. 6, 1615--1624 (2006; Zbl 1445.60068) Full Text: DOI
Chan, Jennifer S. K.; Lam, Yeh; Leung, Doris Y. P. Statistical inference for geometric processes with gamma distributions. (English) Zbl 1429.62377 Comput. Stat. Data Anal. 47, No. 3, 565-581 (2004). MSC: 62M09 60K20 90B25 PDFBibTeX XMLCite \textit{J. S. K. Chan} et al., Comput. Stat. Data Anal. 47, No. 3, 565--581 (2004; Zbl 1429.62377) Full Text: DOI
Lee, Jaeyong; Kim, Yongdai A new algorithm to generate beta processes. (English) Zbl 1429.62023 Comput. Stat. Data Anal. 47, No. 3, 441-453 (2004). MSC: 62-08 65C10 PDFBibTeX XMLCite \textit{J. Lee} and \textit{Y. Kim}, Comput. Stat. Data Anal. 47, No. 3, 441--453 (2004; Zbl 1429.62023) Full Text: DOI
Scott, Steven L. A Bayesian paradigm for designing intrusion detection systems. (English) Zbl 1429.62721 Comput. Stat. Data Anal. 45, No. 1, 69-83 (2004). MSC: 62P99 62F15 PDFBibTeX XMLCite \textit{S. L. Scott}, Comput. Stat. Data Anal. 45, No. 1, 69--83 (2004; Zbl 1429.62721) Full Text: DOI
Rotondi, R. On the influence of the proposal distributions on a reversible jump MCMC algorithm applied to the detection of multiple change-points. (English) Zbl 0993.62027 Comput. Stat. Data Anal. 40, No. 3, 633-653 (2002). MSC: 62F15 65C40 86A15 PDFBibTeX XMLCite \textit{R. Rotondi}, Comput. Stat. Data Anal. 40, No. 3, 633--653 (2002; Zbl 0993.62027) Full Text: DOI
Rydén, Tobias An EM algorithm for estimation in Markov-modulated Poisson processes. (English) Zbl 0875.62405 Comput. Stat. Data Anal. 21, No. 4, 431-447 (1996). MSC: 62M05 65C99 PDFBibTeX XMLCite \textit{T. Rydén}, Comput. Stat. Data Anal. 21, No. 4, 431--447 (1996; Zbl 0875.62405) Full Text: DOI
Granville, V.; Rasson, J. P. A Bayesian filter for a mixture model of noise in image remote sensing. (English) Zbl 0875.62435 Comput. Stat. Data Anal. 15, No. 3, 297-308 (1993). MSC: 62M20 62P99 65C99 62F15 62M40 PDFBibTeX XMLCite \textit{V. Granville} and \textit{J. P. Rasson}, Comput. Stat. Data Anal. 15, No. 3, 297--308 (1993; Zbl 0875.62435) Full Text: DOI