Mckinley, Trevelyan J.; Neal, Peter; Spencer, Simon E. F.; Conlan, Andrew J. K.; Tiley, Laurence Efficient Bayesian model choice for partially observed processes: with application to an experimental transmission study of an infectious disease. (English) Zbl 07307951 Bayesian Anal. 15, No. 3, 839-870 (2020). MSC: 62P10 62F15 92C60 PDF BibTeX XML Cite \textit{T. J. Mckinley} et al., Bayesian Anal. 15, No. 3, 839--870 (2020; Zbl 07307951) Full Text: DOI Euclid
Arenz, Oleg; Zhong, Mingjun; Neumann, Gerhard Trust-region variational inference with Gaussian mixture models. (English) Zbl 07307467 J. Mach. Learn. Res. 21, Paper No. 163, 60 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{O. Arenz} et al., J. Mach. Learn. Res. 21, Paper No. 163, 60 p. (2020; Zbl 07307467) Full Text: Link
Tonolini, Francesco; Radford, Jack; Turpin, Alex; Faccio, Daniele; Murray-Smith, Roderick Variational inference for computational imaging inverse problems. (English) Zbl 07306876 J. Mach. Learn. Res. 21, Paper No. 179, 46 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Tonolini} et al., J. Mach. Learn. Res. 21, Paper No. 179, 46 p. (2020; Zbl 07306876) Full Text: Link
Aït-Kaci, Hassan; Pasi, Gabriella Fuzzy lattice operations on first-order terms over signatures with similar constructors: a constraint-based approach. (English) Zbl 1452.06008 Fuzzy Sets Syst. 391, 1-46 (2020). MSC: 06D72 68N17 PDF BibTeX XML Cite \textit{H. Aït-Kaci} and \textit{G. Pasi}, Fuzzy Sets Syst. 391, 1--46 (2020; Zbl 1452.06008) Full Text: DOI
Zhang, Fengyue; Wang, Lichun Linear approximate Bayes estimator for uniform distribution. (English) Zbl 07295018 Chin. J. Appl. Probab. Stat. 36, No. 3, 249-260 (2020). MSC: 62F15 62F10 PDF BibTeX XML Cite \textit{F. Zhang} and \textit{L. Wang}, Chin. J. Appl. Probab. Stat. 36, No. 3, 249--260 (2020; Zbl 07295018) Full Text: DOI
Chen, Ye; Ryzhov, Ilya O. Technical note: Consistency analysis of sequential learning under approximate Bayesian inference. (English) Zbl 1445.90043 Oper. Res. 68, No. 1, 295-307 (2020). MSC: 90B50 90C59 68T05 PDF BibTeX XML Cite \textit{Y. Chen} and \textit{I. O. Ryzhov}, Oper. Res. 68, No. 1, 295--307 (2020; Zbl 1445.90043) Full Text: DOI
Jiang, Fei; Cheng, Qing; Yin, Guosheng; Shen, Haipeng Functional censored quantile regression. (English) Zbl 1445.62336 J. Am. Stat. Assoc. 115, No. 530, 931-944 (2020). MSC: 62R10 62G08 62G20 62N01 PDF BibTeX XML Cite \textit{F. Jiang} et al., J. Am. Stat. Assoc. 115, No. 530, 931--944 (2020; Zbl 1445.62336) Full Text: DOI
Burt, David R.; Rasmussen, Carl Edward; van der Wilk, Mark Convergence of sparse variational inference in Gaussian processes regression. (English) Zbl 07255162 J. Mach. Learn. Res. 21, Paper No. 131, 63 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. R. Burt} et al., J. Mach. Learn. Res. 21, Paper No. 131, 63 p. (2020; Zbl 07255162) Full Text: Link
Radev, Stefan T.; Mertens, Ulf K.; Voss, Andreas; Köthe, Ullrich Towards end-to-end likelihood-free inference with convolutional neural networks. (English) Zbl 1440.62344 Br. J. Math. Stat. Psychol. 73, No. 1, 23-43 (2020). MSC: 62M45 62P15 62F15 62-08 62D20 PDF BibTeX XML Cite \textit{S. T. Radev} et al., Br. J. Math. Stat. Psychol. 73, No. 1, 23--43 (2020; Zbl 1440.62344) Full Text: DOI
Corbacho, Casimiro; Molina, Manuel; Mota, Manuel Mathematical modeling of the population dynamics of long-lived raptor species: application to Eurasian black vulture colonies. (English) Zbl 07225709 Aguiar, Maira (ed.) et al., Current trends in dynamical systems in biology and natural sciences. Selected contributions presented at the ninth international workshop of dynamical systems applied to biology and natural sciences, DSABNS, Turin, Italy, February 7–9, 2018. Cham: Springer (ISBN 978-3-030-41119-0/hbk; 978-3-030-41120-6/ebook). SEMA SIMAI Springer Series 21, 111-123 (2020). Reviewer: Paul Georgescu (Iaşi) MSC: 37N25 92D25 92B05 PDF BibTeX XML Cite \textit{C. Corbacho} et al., SEMA SIMAI Springer Ser. 21, 111--123 (2020; Zbl 07225709) Full Text: DOI
Wei, Jie; Chen, Hui Determining the number of factors in approximate factor models by twice K-fold cross validation. (English) Zbl 1443.62163 Econ. Lett. 191, Article ID 109149, 5 p. (2020). MSC: 62H12 62H25 62D20 62P20 PDF BibTeX XML Cite \textit{J. Wei} and \textit{H. Chen}, Econ. Lett. 191, Article ID 109149, 5 p. (2020; Zbl 1443.62163) Full Text: DOI
González, Miguel; Martínez, Rodrigo; Minuesa, Carmen; del Puerto, Inés Approximate Bayesian computation in controlled branching processes: the role of summary statistics. (English) Zbl 1437.60054 Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 114, No. 3, Paper No. 116, 29 p. (2020). MSC: 60J80 62F15 PDF BibTeX XML Cite \textit{M. González} et al., Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 114, No. 3, Paper No. 116, 29 p. (2020; Zbl 1437.60054) Full Text: DOI
Tsiotas, Georgios An ABC approach for CAViaR models with asymmetric kernels. (English) Zbl 07194345 J. Stat. Comput. Simulation 90, No. 8, 1373-1398 (2020). MSC: 62 PDF BibTeX XML Cite \textit{G. Tsiotas}, J. Stat. Comput. Simulation 90, No. 8, 1373--1398 (2020; Zbl 07194345) Full Text: DOI
Lyles, Robert H.; Weiss, Paul; Waller, Lance A. Calibrated Bayesian credible intervals for binomial proportions. (English) Zbl 07194274 J. Stat. Comput. Simulation 90, No. 1, 75-89 (2020). MSC: 62 PDF BibTeX XML Cite \textit{R. H. Lyles} et al., J. Stat. Comput. Simulation 90, No. 1, 75--89 (2020; Zbl 07194274) Full Text: DOI
South, Leah Contributions to computational Bayesian statistics. (Abstract of thesis). (English) Zbl 1437.62044 Bull. Aust. Math. Soc. 101, No. 2, 348-349 (2020). MSC: 62-08 62F15 65C05 62P10 PDF BibTeX XML Cite \textit{L. South}, Bull. Aust. Math. Soc. 101, No. 2, 348--349 (2020; Zbl 1437.62044) Full Text: DOI
Buckwar, Evelyn; Tamborrino, Massimiliano; Tubikanec, Irene Spectral density-based and measure-preserving ABC for partially observed diffusion processes. An illustration on Hamiltonian SDEs. (English) Zbl 07174263 Stat. Comput. 30, No. 3, 627-648 (2020). MSC: 62-08 65C20 60H10 65C30 PDF BibTeX XML Cite \textit{E. Buckwar} et al., Stat. Comput. 30, No. 3, 627--648 (2020; Zbl 07174263) Full Text: DOI
Sirén, Jukka; Kaski, Samuel Local dimension reduction of summary statistics for likelihood-free inference. (English) Zbl 1436.62099 Stat. Comput. 30, No. 3, 559-570 (2020). MSC: 62F15 62J05 PDF BibTeX XML Cite \textit{J. Sirén} and \textit{S. Kaski}, Stat. Comput. 30, No. 3, 559--570 (2020; Zbl 1436.62099) Full Text: DOI
An, Ziwen; Nott, David J.; Drovandi, Christopher Robust Bayesian synthetic likelihood via a semi-parametric approach. (English) Zbl 1436.62090 Stat. Comput. 30, No. 3, 543-557 (2020). MSC: 62F15 62F35 62H05 PDF BibTeX XML Cite \textit{Z. An} et al., Stat. Comput. 30, No. 3, 543--557 (2020; Zbl 1436.62090) Full Text: DOI
Overstall, Antony; Mcgree, James Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation. (English) Zbl 1437.62303 Bayesian Anal. 15, No. 1, 103-131 (2020). MSC: 62K05 62F15 62P10 62H05 60G15 PDF BibTeX XML Cite \textit{A. Overstall} and \textit{J. Mcgree}, Bayesian Anal. 15, No. 1, 103--131 (2020; Zbl 1437.62303) Full Text: DOI Euclid
Moores, Matthew; Nicholls, Geoff; Pettitt, Anthony; Mengersen, Kerrie Scalable Bayesian inference for the inverse temperature of a hidden Potts model. (English) Zbl 1437.62324 Bayesian Anal. 15, No. 1, 1-27 (2020). MSC: 62M05 62M40 62F15 62H35 PDF BibTeX XML Cite \textit{M. Moores} et al., Bayesian Anal. 15, No. 1, 1--27 (2020; Zbl 1437.62324) Full Text: DOI Euclid
Barajas-Solano, D. A.; Tartakovsky, A. M. Approximate Bayesian model inversion for PDEs with heterogeneous and state-dependent coefficients. (English) Zbl 07302031 J. Comput. Phys. 395, 247-262 (2019). MSC: 62F15 35B30 PDF BibTeX XML Cite \textit{D. A. Barajas-Solano} and \textit{A. M. Tartakovsky}, J. Comput. Phys. 395, 247--262 (2019; Zbl 07302031) Full Text: DOI
Ehler, Martin; Gräf, Manuel; Oates, Chris. J. Optimal Monte Carlo integration on closed manifolds. (English) Zbl 1436.62724 Stat. Comput. 29, No. 6, 1203-1214 (2019). MSC: 62R30 62F15 65C05 41A55 53C20 PDF BibTeX XML Cite \textit{M. Ehler} et al., Stat. Comput. 29, No. 6, 1203--1214 (2019; Zbl 1436.62724) Full Text: DOI
Rutter, Carolyn M.; Ozik, Jonathan; Deyoreo, Maria; Collier, Nicholson Microsimulation model calibration using incremental mixture approximate Bayesian computation. (English) Zbl 1435.62398 Ann. Appl. Stat. 13, No. 4, 2189-2212 (2019). MSC: 62P10 62F15 PDF BibTeX XML Cite \textit{C. M. Rutter} et al., Ann. Appl. Stat. 13, No. 4, 2189--2212 (2019; Zbl 1435.62398) Full Text: DOI Euclid
King, Guillaume Kon Kam; Canale, Antonio; Ruggiero, Matteo Bayesian functional forecasting with locally-autoregressive dependent processes. (English) Zbl 1435.62348 Bayesian Anal. 14, No. 4, 1121-1141 (2019). MSC: 62M20 62R10 62M10 62P20 PDF BibTeX XML Cite \textit{G. K. K. King} et al., Bayesian Anal. 14, No. 4, 1121--1141 (2019; Zbl 1435.62348) Full Text: DOI Euclid
Arbel, Julyan; Crispino, Marta; Girard, Stéphane Dependence properties and Bayesian inference for asymmetric multivariate copulas. (English) Zbl 1428.62253 J. Multivariate Anal. 174, Article ID 104530, 20 p. (2019). MSC: 62H20 62F15 62H05 PDF BibTeX XML Cite \textit{J. Arbel} et al., J. Multivariate Anal. 174, Article ID 104530, 20 p. (2019; Zbl 1428.62253) Full Text: DOI arXiv
Hartmann, Marcelo; Vanhatalo, Jarno Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic Student-\(t\) model. (English) Zbl 1430.62046 Stat. Comput. 29, No. 4, 753-773 (2019). MSC: 62F03 60G15 62B10 62R30 62J02 65C05 PDF BibTeX XML Cite \textit{M. Hartmann} and \textit{J. Vanhatalo}, Stat. Comput. 29, No. 4, 753--773 (2019; Zbl 1430.62046) Full Text: DOI
Maire, Florian; Friel, Nial; Alquier, Pierre Informed sub-sampling MCMC: approximate Bayesian inference for large datasets. (English) Zbl 1430.62059 Stat. Comput. 29, No. 3, 449-482 (2019). MSC: 62F15 62-08 65C05 60J10 PDF BibTeX XML Cite \textit{F. Maire} et al., Stat. Comput. 29, No. 3, 449--482 (2019; Zbl 1430.62059) Full Text: DOI
Cárdenas-Viedma, M. A.; Marín, R. FTClogic: fuzzy temporal constraint logic. (English) Zbl 1423.03076 Fuzzy Sets Syst. 363, 84-112 (2019). MSC: 03B52 03B44 03B70 68T37 PDF BibTeX XML Cite \textit{M. A. Cárdenas-Viedma} and \textit{R. Marín}, Fuzzy Sets Syst. 363, 84--112 (2019; Zbl 1423.03076) Full Text: DOI
Ditlevsen, Susanne; Samson, Adeline Hypoelliptic diffusions: filtering and inference from complete and partial observations. (English) Zbl 1420.62094 J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 2, 361-384 (2019). MSC: 62F10 60J60 62M20 PDF BibTeX XML Cite \textit{S. Ditlevsen} and \textit{A. Samson}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 2, 361--384 (2019; Zbl 1420.62094) Full Text: DOI
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P. Approximate Bayesian computation with the Wasserstein distance. (English) Zbl 1420.62022 J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 2, 235-269 (2019). MSC: 62C10 62M10 60K25 60G51 PDF BibTeX XML Cite \textit{E. Bernton} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 2, 235--269 (2019; Zbl 1420.62022) Full Text: DOI
Christianson, Annette; Sivaganesan, Siva An approximate posterior simulation for GLMM with large samples. (English) Zbl 1425.62089 J. Stat. Theory Pract. 13, No. 3, Paper No. 45, 16 p. (2019). MSC: 62J12 62H30 PDF BibTeX XML Cite \textit{A. Christianson} and \textit{S. Sivaganesan}, J. Stat. Theory Pract. 13, No. 3, Paper No. 45, 16 p. (2019; Zbl 1425.62089) Full Text: DOI
Zhang, Chen; Arridge, Simon; Jin, Bangti Expectation propagation for Poisson data. (English) Zbl 1425.62050 Inverse Probl. 35, No. 8, Article ID 085006, 27 p. (2019). Reviewer: Fraser Daly (Edinburgh) MSC: 62F15 62E17 68U10 PDF BibTeX XML Cite \textit{C. Zhang} et al., Inverse Probl. 35, No. 8, Article ID 085006, 27 p. (2019; Zbl 1425.62050) Full Text: DOI
Ke, Yuqin; Tian, Tianhai Approximate Bayesian computational methods for the inference of unknown parameters. (English) Zbl 1419.65004 Wood, David R. (ed.) et al., 2017 MATRIX annals. Cham: Springer. MATRIX Book Ser. 2, 515-529 (2019). MSC: 65C60 62F15 PDF BibTeX XML Cite \textit{Y. Ke} and \textit{T. Tian}, MATRIX Book Ser. 2, 515--529 (2019; Zbl 1419.65004) Full Text: DOI
Bayliss, C. D.; Fallaize, C.; Howitt, R.; Tretyakov, M. V. Mutation and selection in bacteria: modelling and calibration. (English) Zbl 1415.92121 Bull. Math. Biol. 81, No. 3, 639-675 (2019). MSC: 92D10 92D15 62P10 62F15 PDF BibTeX XML Cite \textit{C. D. Bayliss} et al., Bull. Math. Biol. 81, No. 3, 639--675 (2019; Zbl 1415.92121) Full Text: DOI
Bingham, Eli; Chen, Jonathan P.; Jankowiak, Martin; Obermeyer, Fritz; Pradhan, Neeraj; Karaletsos, Theofanis; Singh, Rohit; Szerlip, Paul; Horsfall, Paul; Goodman, Noah D. Pyro: deep universal probabilistic programming. (English) Zbl 07049747 J. Mach. Learn. Res. 20, Paper No. 28, 6 p. (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{E. Bingham} et al., J. Mach. Learn. Res. 20, Paper No. 28, 6 p. (2019; Zbl 07049747) Full Text: Link
Fan, Jianqing; Wang, Weichen; Zhong, Yiqiao Robust covariance estimation for approximate factor models. (English) Zbl 1452.62410 J. Econom. 208, No. 1, 5-22 (2019). MSC: 62H25 62H12 62F12 62F35 62P20 PDF BibTeX XML Cite \textit{J. Fan} et al., J. Econom. 208, No. 1, 5--22 (2019; Zbl 1452.62410) Full Text: DOI
Järvenpää, Marko; Gutmann, Michael U.; Pleska, Arijus; Vehtari, Aki; Marttinen, Pekka Efficient acquisition rules for model-based approximate Bayesian computation. (English) Zbl 1416.62453 Bayesian Anal. 14, No. 2, 595-622 (2019). MSC: 62L05 62F15 60G15 PDF BibTeX XML Cite \textit{M. Järvenpää} et al., Bayesian Anal. 14, No. 2, 595--622 (2019; Zbl 1416.62453) Full Text: DOI Euclid
Vo, Brenda N.; Drovandi, Christopher C.; Pettitt, Anthony N. Bayesian parametric bootstrap for models with intractable likelihoods. (English) Zbl 1409.62066 Bayesian Anal. 14, No. 1, 211-234 (2019). MSC: 62F15 62F40 62P10 PDF BibTeX XML Cite \textit{B. N. Vo} et al., Bayesian Anal. 14, No. 1, 211--234 (2019; Zbl 1409.62066) Full Text: DOI Euclid
Vankov, Emilian R.; Guindani, Michele; Ensor, Katherine B. Filtering and estimation for a class of stochastic volatility models with intractable likelihoods. (English) Zbl 1409.62184 Bayesian Anal. 14, No. 1, 29-52 (2019). MSC: 62M20 62F15 62P20 PDF BibTeX XML Cite \textit{E. R. Vankov} et al., Bayesian Anal. 14, No. 1, 29--52 (2019; Zbl 1409.62184) Full Text: DOI Euclid
Tavaré, Simon The linear birth-death process: an inferential retrospective. (English) Zbl 1436.62100 Adv. Appl. Probab. 50, No. A, 253-269 (2018). MSC: 62F15 65C05 PDF BibTeX XML Cite \textit{S. Tavaré}, Adv. Appl. Probab. 50, No. A, 253--269 (2018; Zbl 1436.62100) Full Text: DOI
Frank, Anna S. J.; Subbey, Sam Predictability of marine population trajectories affected by birth and harvest pulses. (English) Zbl 1414.62443 Kilgour, D. Marc (ed.) et al., Recent advances in mathematical and statistical methods. IV AMMCS international conference, Waterloo, Canada, August 20–25, 2017. Cham: Springer. Springer Proc. Math. Stat. 259, 363-374 (2018). MSC: 62P10 62M20 PDF BibTeX XML Cite \textit{A. S. J. Frank} and \textit{S. Subbey}, Springer Proc. Math. Stat. 259, 363--374 (2018; Zbl 1414.62443) Full Text: DOI
McKinley, Trevelyan J.; Vernon, Ian; Andrianakis, Ioannis; McCreesh, Nicky; Oakley, Jeremy E.; Nsubuga, Rebecca N.; Goldstein, Michael; White, Richard G. Approximate Bayesian computation and simulation-based inference for complex stochastic epidemic models. (English) Zbl 1407.62406 Stat. Sci. 33, No. 1, 4-18 (2018). MSC: 62P10 62F15 92C60 PDF BibTeX XML Cite \textit{T. J. McKinley} et al., Stat. Sci. 33, No. 1, 4--18 (2018; Zbl 1407.62406) Full Text: DOI Euclid
Järvenpää, Marko; Gutmann, Michael U.; Vehtari, Aki; Marttinen, Pekka Gaussian process modelling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria. (English) Zbl 1411.62320 Ann. Appl. Stat. 12, No. 4, 2228-2251 (2018). MSC: 62P10 60G15 62F15 92D10 PDF BibTeX XML Cite \textit{M. Järvenpää} et al., Ann. Appl. Stat. 12, No. 4, 2228--2251 (2018; Zbl 1411.62320) Full Text: DOI Euclid
Kwisthout, Johan Approximate inference in Bayesian networks: parameterized complexity results. (English) Zbl 1446.68076 Int. J. Approx. Reasoning 93, 119-131 (2018). MSC: 68Q27 62H22 68T37 68W20 PDF BibTeX XML Cite \textit{J. Kwisthout}, Int. J. Approx. Reasoning 93, 119--131 (2018; Zbl 1446.68076) Full Text: DOI
Serhiyenko, Volodymyr; Ravishanker, Nalini; Venkatesan, Rajkumar Multi-stage multivariate modeling of temporal patterns in prescription counts for competing drugs in a therapeutic category. (English) Zbl 1411.62328 Appl. Stoch. Models Bus. Ind. 34, No. 1, 61-78 (2018). MSC: 62P10 62H25 62H30 62M10 PDF BibTeX XML Cite \textit{V. Serhiyenko} et al., Appl. Stoch. Models Bus. Ind. 34, No. 1, 61--78 (2018; Zbl 1411.62328) Full Text: DOI
Estoup, Arnaud; Raynal, Louis; Verdu, Paul; Marin, Jean-Michel Model choice using approximate Bayesian computation and random forests: analyses based on model grouping to make inferences about the genetic history of Pygmy human populations. (Choix de modèles par calcul bayésien approximé et forêts aléatoires : analyses basées sur le groupement de modèles pour inférer l’histoire génétique des populations Pygmées.) (English. French summary) Zbl 1410.62177 J. SFdS 159, No. 3, 167-190 (2018). MSC: 62P10 62F15 PDF BibTeX XML Cite \textit{A. Estoup} et al., J. SFdS 159, No. 3, 167--190 (2018; Zbl 1410.62177) Full Text: Link
Dutta, Ritabrata; Mira, Antonietta; Onnela, Jukka-Pekka Bayesian inference of spreading processes on networks. (English) Zbl 1404.92179 Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 474, No. 2215, Article ID 20180129, 18 p. (2018). MSC: 92D30 62F15 62P10 91D30 PDF BibTeX XML Cite \textit{R. Dutta} et al., Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 474, No. 2215, Article ID 20180129, 18 p. (2018; Zbl 1404.92179) Full Text: DOI
Kangasrääsiö, Antti; Kaski, Samuel Inverse reinforcement learning from summary data. (English) Zbl 06990192 Mach. Learn. 107, No. 8-10, 1517-1535 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Kangasrääsiö} and \textit{S. Kaski}, Mach. Learn. 107, No. 8--10, 1517--1535 (2018; Zbl 06990192) Full Text: DOI
van de Wetering, John Ordering quantum states and channels based on positive Bayesian evidence. (English) Zbl 1400.81021 J. Math. Phys. 59, No. 10, 102201, 16 p. (2018). MSC: 81P16 62F15 81P50 94A40 PDF BibTeX XML Cite \textit{J. van de Wetering}, J. Math. Phys. 59, No. 10, 102201, 16 p. (2018; Zbl 1400.81021) Full Text: DOI
Zhou, Wen-Xin; Bose, Koushiki; Fan, Jianqing; Liu, Han A new perspective on robust \(M\)-estimation: finite sample theory and applications to dependence-adjusted multiple testing. (English) Zbl 1409.62154 Ann. Stat. 46, No. 5, 1904-1931 (2018). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62J15 62H15 62F35 62J05 62E20 PDF BibTeX XML Cite \textit{W.-X. Zhou} et al., Ann. Stat. 46, No. 5, 1904--1931 (2018; Zbl 1409.62154) Full Text: DOI Euclid arXiv
Wang, Yanyan; Chen, Qun; Zhong, Ping; Li, Zhanhuai Online inference based on approximate factors for probabilistic knowledge bases. (Chinese. English summary) Zbl 1413.68137 J. Softw. 29, No. 2, 383-395 (2018). MSC: 68T35 68T37 PDF BibTeX XML Cite \textit{Y. Wang} et al., J. Softw. 29, No. 2, 383--395 (2018; Zbl 1413.68137) Full Text: DOI
Carrara, Nicholas; Caticha, Ariel Quantum phases in entropic dynamics. (English) Zbl 1397.62123 Polpo, Adriano (ed.) et al., Bayesian inference and maximum entropy methods in science and engineering. MaxEnt 37, Jarinu, Brazil, July 09–14, 2017. Cham: Springer (ISBN 978-3-319-91142-7/hbk; 978-3-319-91143-4/ebook). Springer Proceedings in Mathematics & Statistics 239, 1-11 (2018). MSC: 62G05 94A17 81Q05 62P35 PDF BibTeX XML Cite \textit{N. Carrara} and \textit{A. Caticha}, in: Bayesian inference and maximum entropy methods in science and engineering. MaxEnt 37, Jarinu, Brazil, July 09--14, 2017. Cham: Springer. 1--11 (2018; Zbl 1397.62123) Full Text: DOI
Nicholson, Ruanui; Petra, Noémi; Kaipio, Jari P. Estimation of the Robin coefficient field in a Poisson problem with uncertain conductivity field. (English) Zbl 1404.65241 Inverse Probl. 34, No. 11, Article ID 115005, 26 p. (2018). MSC: 65N21 35J25 35R30 62F15 PDF BibTeX XML Cite \textit{R. Nicholson} et al., Inverse Probl. 34, No. 11, Article ID 115005, 26 p. (2018; Zbl 1404.65241) Full Text: DOI
Rodrigues, G. S.; Prangle, D.; Sisson, S. A. Recalibration: a post-processing method for approximate Bayesian computation. (English) Zbl 06921192 Comput. Stat. Data Anal. 126, 53-66 (2018). MSC: 62 PDF BibTeX XML Cite \textit{G. S. Rodrigues} et al., Comput. Stat. Data Anal. 126, 53--66 (2018; Zbl 06921192) Full Text: DOI
Gressani, Oswaldo; Lambert, Philippe Fast Bayesian inference using Laplace approximations in a flexible promotion time cure model based on P-splines. (English) Zbl 06920885 Comput. Stat. Data Anal. 124, 151-167 (2018). MSC: 62 PDF BibTeX XML Cite \textit{O. Gressani} and \textit{P. Lambert}, Comput. Stat. Data Anal. 124, 151--167 (2018; Zbl 06920885) Full Text: DOI
Warne, David J.; Baker, Ruth E.; Simpson, Matthew J. Multilevel rejection sampling for approximate Bayesian computation. (English) Zbl 06920880 Comput. Stat. Data Anal. 124, 71-86 (2018). MSC: 62 PDF BibTeX XML Cite \textit{D. J. Warne} et al., Comput. Stat. Data Anal. 124, 71--86 (2018; Zbl 06920880) Full Text: DOI
Panigrahi, Snigdha; Taylor, Jonathan Scalable methods for Bayesian selective inference. (English) Zbl 1407.62083 Electron. J. Stat. 12, No. 2, 2355-2400 (2018). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62F15 62J07 60F10 PDF BibTeX XML Cite \textit{S. Panigrahi} and \textit{J. Taylor}, Electron. J. Stat. 12, No. 2, 2355--2400 (2018; Zbl 1407.62083) Full Text: DOI Euclid
Kursawe, Jochen; Baker, Ruth E.; Fletcher, Alexander G. Approximate Bayesian computation reveals the importance of repeated measurements for parameterising cell-based models of growing tissues. (English) Zbl 1397.92165 J. Theor. Biol. 443, 66-81 (2018). MSC: 92C37 92-08 92C15 62P10 PDF BibTeX XML Cite \textit{J. Kursawe} et al., J. Theor. Biol. 443, 66--81 (2018; Zbl 1397.92165) Full Text: DOI
Grasmair, Markus; Li, Housen; Munk, Axel Variational multiscale nonparametric regression: smooth functions. (English. French summary) Zbl 1393.62014 Ann. Inst. Henri Poincaré, Probab. Stat. 54, No. 2, 1058-1097 (2018). MSC: 62G08 62G20 PDF BibTeX XML Cite \textit{M. Grasmair} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 54, No. 2, 1058--1097 (2018; Zbl 1393.62014) Full Text: DOI Euclid arXiv
Karabatsos, George; Leisen, Fabrizio An approximate likelihood perspective on ABC methods. (English) Zbl 1391.60003 Stat. Surv. 12, 66-104 (2018). MSC: 60-08 62F15 62G05 PDF BibTeX XML Cite \textit{G. Karabatsos} and \textit{F. Leisen}, Stat. Surv. 12, 66--104 (2018; Zbl 1391.60003) Full Text: DOI Euclid
Prakash, Gyan Empirical estimation based on progressive first failure censored generalized Pareto data. (English. French summary) Zbl 06885667 Afr. Stat. 13, No. 2, 1683-1697 (2018). MSC: 62F15 65C05 62N01 PDF BibTeX XML Cite \textit{G. Prakash}, Afr. Stat. 13, No. 2, 1683--1697 (2018; Zbl 06885667) Full Text: DOI Euclid
Forneron, Jean-Jacques; Ng, Serena The ABC of simulation estimation with auxiliary statistics. (English) Zbl 1452.62905 J. Econom. 205, No. 1, 112-139 (2018). MSC: 62P20 62F15 62-08 PDF BibTeX XML Cite \textit{J.-J. Forneron} and \textit{S. Ng}, J. Econom. 205, No. 1, 112--139 (2018; Zbl 1452.62905) Full Text: DOI
Browning, Alexander P.; McCue, Scott W.; Binny, Rachelle N.; Plank, Michael J.; Shah, Esha T.; Simpson, Matthew J. Inferring parameters for a lattice-free model of cell migration and proliferation using experimental data. (English) Zbl 1394.92019 J. Theor. Biol. 437, 251-260 (2018). MSC: 92C17 62P10 62F15 PDF BibTeX XML Cite \textit{A. P. Browning} et al., J. Theor. Biol. 437, 251--260 (2018; Zbl 1394.92019) Full Text: DOI
Arbia, Giuseppe; Bee, Marco; Espa, Giuseppe; Santi, Flavio Fitting spatial regressions to large datasets using unilateral approximations. (English) Zbl 1402.62213 Commun. Stat., Theory Methods 47, No. 1, 222-238 (2018). MSC: 62M30 62F10 PDF BibTeX XML Cite \textit{G. Arbia} et al., Commun. Stat., Theory Methods 47, No. 1, 222--238 (2018; Zbl 1402.62213) Full Text: DOI
Mousavi, Ali; Maleki, Arian; Baraniuk, Richard G. Consistent parameter estimation for Lasso and approximate message passing. (English) Zbl 1401.62116 Ann. Stat. 46, No. 1, 119-148 (2018). Reviewer: Hannelore Liero (Potsdam) MSC: 62J07 62G05 62J05 62G20 PDF BibTeX XML Cite \textit{A. Mousavi} et al., Ann. Stat. 46, No. 1, 119--148 (2018; Zbl 1401.62116) Full Text: DOI
Ong, Victor M. H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. Variational Bayes with synthetic likelihood. (English) Zbl 1384.65015 Stat. Comput. 28, No. 4, 971-988 (2018). MSC: 65C60 62F15 PDF BibTeX XML Cite \textit{V. M. H. Ong} et al., Stat. Comput. 28, No. 4, 971--988 (2018; Zbl 1384.65015) Full Text: DOI
Kamper, Francois; du Preez, Johan A.; Steel, Sarel J.; Wagner, Stephan Regularized Gaussian belief propagation. (English) Zbl 06847978 Stat. Comput. 28, No. 3, 653-672 (2018). MSC: 62H12 62E20 PDF BibTeX XML Cite \textit{F. Kamper} et al., Stat. Comput. 28, No. 3, 653--672 (2018; Zbl 06847978) Full Text: DOI
Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka Likelihood-free inference via classification. (English) Zbl 1384.62089 Stat. Comput. 28, No. 2, 411-425 (2018). MSC: 62F15 62F12 62P10 PDF BibTeX XML Cite \textit{M. U. Gutmann} et al., Stat. Comput. 28, No. 2, 411--425 (2018; Zbl 1384.62089) Full Text: DOI
Bond, Rachael L.; He, Yang-Hui; Ormerod, Thomas C. A quantum framework for likelihood ratios. (English) Zbl 1383.81049 Int. J. Quantum Inf. 16, No. 1, Article ID 1850002, 14 p. (2018). MSC: 81P50 62F15 81P40 62C12 PDF BibTeX XML Cite \textit{R. L. Bond} et al., Int. J. Quantum Inf. 16, No. 1, Article ID 1850002, 14 p. (2018; Zbl 1383.81049) Full Text: DOI arXiv
Vakilzadeh, Majid K.; Beck, James L.; Abrahamsson, Thomas Using approximate Bayesian computation by subset simulation for efficient posterior assessment of dynamic state-space model classes. (English) Zbl 1383.62068 SIAM J. Sci. Comput. 40, No. 1, B168-B195 (2018). MSC: 62F15 65C40 65C60 PDF BibTeX XML Cite \textit{M. K. Vakilzadeh} et al., SIAM J. Sci. Comput. 40, No. 1, B168--B195 (2018; Zbl 1383.62068) Full Text: DOI
Crackel, Roberto; Flegal, James Bayesian inference for a flexible class of bivariate beta distributions. (English) Zbl 07191939 J. Stat. Comput. Simulation 87, No. 2, 295-312 (2017). MSC: 62 PDF BibTeX XML Cite \textit{R. Crackel} and \textit{J. Flegal}, J. Stat. Comput. Simulation 87, No. 2, 295--312 (2017; Zbl 07191939) Full Text: DOI
Klinger, Emmanuel; Hasenauer, Jan A scheme for adaptive selection of population sizes in approximate Bayesian computation – sequential Monte Carlo. (English) Zbl 1416.92073 Feret, Jérôme (ed.) et al., Computational methods in systems biology. 15th international conference, CMSB 2017, Darmstadt, Germany, September 27–29, 2017. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10545, 128-144 (2017). MSC: 92C42 92-08 PDF BibTeX XML Cite \textit{E. Klinger} and \textit{J. Hasenauer}, Lect. Notes Comput. Sci. 10545, 128--144 (2017; Zbl 1416.92073) Full Text: DOI
Kim, J. K.; Yang, S. A note on multiple imputation under complex sampling. (English) Zbl 07072193 Biometrika 104, No. 1, 221-228 (2017). MSC: 62P10 PDF BibTeX XML Cite \textit{J. K. Kim} and \textit{S. Yang}, Biometrika 104, No. 1, 221--228 (2017; Zbl 07072193) Full Text: DOI
Faustino, N. Hypercomplex Fock states for discrete electromagnetic Schrödinger operators: a Bayesian probability perspective. (English) Zbl 1426.81035 Appl. Math. Comput. 315, 531-548 (2017). MSC: 81Q05 30G35 33C20 62F15 81Q60 PDF BibTeX XML Cite \textit{N. Faustino}, Appl. Math. Comput. 315, 531--548 (2017; Zbl 1426.81035) Full Text: DOI
Yu, Zhaofei; Chen, Feng; Dong, Jianwu Neural network implementation of inference on binary Markov random fields with probability coding. (English) Zbl 1411.92010 Appl. Math. Comput. 301, 193-200 (2017). MSC: 92B20 PDF BibTeX XML Cite \textit{Z. Yu} et al., Appl. Math. Comput. 301, 193--200 (2017; Zbl 1411.92010) Full Text: DOI
Bertl, Johanna; Ewing, Gregory; Kosiol, Carolin; Futschik, Andreas Approximate maximum likelihood estimation for population genetic inference. (English) Zbl 1396.92050 Stat. Appl. Genet. Mol. Biol. 16, No. 5-6, 387-405 (2017). MSC: 92D10 62P10 62F15 PDF BibTeX XML Cite \textit{J. Bertl} et al., Stat. Appl. Genet. Mol. Biol. 16, No. 5--6, 387--405 (2017; Zbl 1396.92050) Full Text: DOI
Li, J.; Nott, D. J.; Fan, Y.; Sisson, S. A. Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model. (English) Zbl 06917861 Comput. Stat. Data Anal. 106, 77-89 (2017). MSC: 62 PDF BibTeX XML Cite \textit{J. Li} et al., Comput. Stat. Data Anal. 106, 77--89 (2017; Zbl 06917861) Full Text: DOI
Callahan, Margaret; Calvetti, Daniela; Somersalo, Erkki Beyond the model limit: parameter inference across scales. (English) Zbl 1398.65117 SIAM/ASA J. Uncertain. Quantif. 5, 665-693 (2017). MSC: 65J22 93A30 62F15 PDF BibTeX XML Cite \textit{M. Callahan} et al., SIAM/ASA J. Uncertain. Quantif. 5, 665--693 (2017; Zbl 1398.65117) Full Text: DOI
Mandt, Stephan; Hoffman, Matthew D.; Blei, David M. Stochastic gradient descent as approximate Bayesian inference. (English) Zbl 1442.62055 J. Mach. Learn. Res. 18(2017-2018), Paper No. 134, 35 p. (2017). MSC: 62F15 62L20 65C05 PDF BibTeX XML Cite \textit{S. Mandt} et al., J. Mach. Learn. Res. 18, Paper No. 134, 35 p. (2017; Zbl 1442.62055) Full Text: Link
Fallah, R.; Arashi, M.; Tabatabaey, S. M. M. On the ridge regression estimator with sub-space restriction. (English) Zbl 06841808 Commun. Stat., Theory Methods 46, No. 23, 11854-11865 (2017). MSC: 62F15 62H05 PDF BibTeX XML Cite \textit{R. Fallah} et al., Commun. Stat., Theory Methods 46, No. 23, 11854--11865 (2017; Zbl 06841808) Full Text: DOI
Mandt, Stephan; Wenzel, Florian; Nakajima, Shinichi; Cunningham, John; Lippert, Christoph; Kloft, Marius Sparse probit linear mixed model. (English) Zbl 06839939 Mach. Learn. 106, No. 9-10, 1621-1642 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Mandt} et al., Mach. Learn. 106, No. 9--10, 1621--1642 (2017; Zbl 06839939) Full Text: DOI
Mousavi, Ali; Maleki, Arian; Baraniuk, Richard G. Consistent parameter estimation for Lasso and approximate message passing. (English) Zbl 1390.62123 Ann. Stat. 45, No. 6, 2427-2454 (2017). Reviewer: Romeo Negrea (Timişoara) MSC: 62J07 62G05 62G20 PDF BibTeX XML Cite \textit{A. Mousavi} et al., Ann. Stat. 45, No. 6, 2427--2454 (2017; Zbl 1390.62123) Full Text: DOI Euclid arXiv
Jiang, Bai; Wu, Tung-Yu; Zheng, Charles; Wong, Wing H. Learning summary statistic for approximate Bayesian computation via deep neural network. (English) Zbl 1392.62073 Stat. Sin. 27, No. 4, 1595-1618 (2017). MSC: 62F15 68T05 PDF BibTeX XML Cite \textit{B. Jiang} et al., Stat. Sin. 27, No. 4, 1595--1618 (2017; Zbl 1392.62073) Full Text: DOI
Graham, Matthew M.; Storkey, Amos J. Asymptotically exact inference in differentiable generative models. (English) Zbl 1380.65025 Electron. J. Stat. 11, No. 2, 5105-5164 (2017). MSC: 65C60 62F15 65C05 65C40 60J22 PDF BibTeX XML Cite \textit{M. M. Graham} and \textit{A. J. Storkey}, Electron. J. Stat. 11, No. 2, 5105--5164 (2017; Zbl 1380.65025) Full Text: DOI Euclid
Guan, Zhong Bernstein polynomial model for grouped continuous data. (English) Zbl 1416.62179 J. Nonparametric Stat. 29, No. 4, 831-848 (2017). MSC: 62G05 62G07 62G20 62P10 PDF BibTeX XML Cite \textit{Z. Guan}, J. Nonparametric Stat. 29, No. 4, 831--848 (2017; Zbl 1416.62179) Full Text: DOI
Lu, Fei; Lin, Kevin K.; Chorin, Alexandre J. Data-based stochastic model reduction for the Kuramoto-Sivashinsky equation. (English) Zbl 1376.35100 Physica D 340, 46-57 (2017). MSC: 35R30 35B30 62F99 PDF BibTeX XML Cite \textit{F. Lu} et al., Physica D 340, 46--57 (2017; Zbl 1376.35100) Full Text: DOI
Browning, Alexander P.; McCue, Scott W.; Simpson, Matthew J. A Bayesian computational approach to explore the optimal duration of a cell proliferation assay. (English) Zbl 1373.92004 Bull. Math. Biol. 79, No. 8, 1888-1906 (2017). MSC: 92-08 92C37 62F15 62P10 PDF BibTeX XML Cite \textit{A. P. Browning} et al., Bull. Math. Biol. 79, No. 8, 1888--1906 (2017; Zbl 1373.92004) Full Text: DOI
Xu, Qifa; Yu, Yihan; Jiang, Cuixia Research on money demand conditional density prediction based on support vector quantile regression. (Chinese. English summary) Zbl 1389.62146 J. Hefei Univ. Technol., Nat. Sci. 40, No. 1, 121-127 (2017). MSC: 62M20 62P05 PDF BibTeX XML Cite \textit{Q. Xu} et al., J. Hefei Univ. Technol., Nat. Sci. 40, No. 1, 121--127 (2017; Zbl 1389.62146) Full Text: DOI
Friedman, Joseph S.; Droulez, Jacques; Bessière, Pierre; Lobo, Jorge; Querlioz, Damien Approximation enhancement for stochastic Bayesian inference. (English) Zbl 1429.62709 Int. J. Approx. Reasoning 85, 139-158 (2017). MSC: 62P30 62F15 65C35 PDF BibTeX XML Cite \textit{J. S. Friedman} et al., Int. J. Approx. Reasoning 85, 139--158 (2017; Zbl 1429.62709) Full Text: DOI
Zhu, Xiaoyuan; Yuan, Changhe Hierarchical beam search for solving most relevant explanation in Bayesian networks. (English) Zbl 1436.68368 J. Appl. Log. 22, 3-13 (2017). MSC: 68T37 PDF BibTeX XML Cite \textit{X. Zhu} and \textit{C. Yuan}, J. Appl. Log. 22, 3--13 (2017; Zbl 1436.68368) Full Text: DOI
Kypraios, Theodore; Neal, Peter; Prangle, Dennis A tutorial introduction to Bayesian inference for stochastic epidemic models using approximate Bayesian computation. (English) Zbl 1377.92091 Math. Biosci. 287, 42-53 (2017). MSC: 92D30 62P10 62F15 92-08 PDF BibTeX XML Cite \textit{T. Kypraios} et al., Math. Biosci. 287, 42--53 (2017; Zbl 1377.92091) Full Text: DOI
Kucukelbir, Alp; Tran, Dustin; Ranganath, Rajesh; Gelman, Andrew; Blei, David M. Automatic differentiation variational inference. (English) Zbl 1437.62109 J. Mach. Learn. Res. 18(2017-2018), Paper No. 14, 45 p. (2017). MSC: 62F15 68Q10 90C15 PDF BibTeX XML Cite \textit{A. Kucukelbir} et al., J. Mach. Learn. Res. 18, Paper No. 14, 45 p. (2017; Zbl 1437.62109) Full Text: Link
Bhaumik, Prithwish; Ghosal, Subhashis Efficient Bayesian estimation and uncertainty quantification in ordinary differential equation models. (English) Zbl 06778295 Bernoulli 23, No. 4B, 3537-3570 (2017). MSC: 62F15 62F12 34A05 65D07 PDF BibTeX XML Cite \textit{P. Bhaumik} and \textit{S. Ghosal}, Bernoulli 23, No. 4B, 3537--3570 (2017; Zbl 06778295) Full Text: DOI Euclid arXiv
Liu, Xiaohui Approximating the projection depth median of dimensions \(p \geq 3\). (English) Zbl 1368.62054 Commun. Stat., Simulation Comput. 46, No. 5, 3756-3768 (2017). MSC: 62F10 62F40 62F35 PDF BibTeX XML Cite \textit{X. Liu}, Commun. Stat., Simulation Comput. 46, No. 5, 3756--3768 (2017; Zbl 1368.62054) Full Text: DOI
Austad, Haakon Michael; Tjelmeland, Håkon Approximate computations for binary Markov random fields and their use in Bayesian models. (English) Zbl 06737711 Stat. Comput. 27, No. 5, 1271-1292 (2017). MSC: 62 PDF BibTeX XML Cite \textit{H. M. Austad} and \textit{H. Tjelmeland}, Stat. Comput. 27, No. 5, 1271--1292 (2017; Zbl 06737711) Full Text: DOI
Wu, Min; Shi, Yimin; Sun, Yudong Statistical analysis for competing risks model from a Weibull distribution under progressively hybrid censoring. (English) Zbl 1395.62308 Commun. Stat., Theory Methods 46, No. 1, 75-86 (2017). MSC: 62N01 62F15 62N05 PDF BibTeX XML Cite \textit{M. Wu} et al., Commun. Stat., Theory Methods 46, No. 1, 75--86 (2017; Zbl 1395.62308) Full Text: DOI
Ghafouri, S.; Rad, A. Habibi; Yousefzadeh, F. Two-sample prediction for progressively type-II censored Weibull lifetimes. (English) Zbl 1360.62469 Commun. Stat., Simulation Comput. 46, No. 2, 1381-1400 (2017). MSC: 62M20 62F10 62F40 62N01 65C05 PDF BibTeX XML Cite \textit{S. Ghafouri} et al., Commun. Stat., Simulation Comput. 46, No. 2, 1381--1400 (2017; Zbl 1360.62469) Full Text: DOI
Cortes, R. X.; Martins, T. G.; Prates, M. O.; Silva, B. A. Inference on dynamic models for non-Gaussian random fields using INLA. (English) Zbl 1362.62054 Braz. J. Probab. Stat. 31, No. 1, 1-23 (2017). MSC: 62F15 62M10 62P25 PDF BibTeX XML Cite \textit{R. X. Cortes} et al., Braz. J. Probab. Stat. 31, No. 1, 1--23 (2017; Zbl 1362.62054) Full Text: DOI Euclid
Leppä-aho, Janne; Pensar, Johan; Roos, Teemu; Corander, Jukka Learning Gaussian graphical models with fractional marginal pseudo-likelihood. (English) Zbl 1407.62193 Int. J. Approx. Reasoning 83, 21-42 (2017). MSC: 62H12 62F15 68T05 PDF BibTeX XML Cite \textit{J. Leppä-aho} et al., Int. J. Approx. Reasoning 83, 21--42 (2017; Zbl 1407.62193) Full Text: DOI
Xia, Dong Estimation of low rank density matrices by Pauli measurements. (English) Zbl 1366.62156 Electron. J. Stat. 11, No. 1, 50-77 (2017). MSC: 62J99 81P50 62H12 PDF BibTeX XML Cite \textit{D. Xia}, Electron. J. Stat. 11, No. 1, 50--77 (2017; Zbl 1366.62156) Full Text: DOI Euclid