Guo, Zijian; Ćevid, Domagoj; Bühlmann, Peter Doubly debiased Lasso: high-dimensional inference under hidden confounding. (English) Zbl 07547932 Ann. Stat. 50, No. 3, 1320-1347 (2022). MSC: 62E20 62F12 62J07 PDFBibTeX XMLCite \textit{Z. Guo} et al., Ann. Stat. 50, No. 3, 1320--1347 (2022; Zbl 07547932) Full Text: DOI arXiv
Marbac, Matthieu; Sedki, Mohammed; Biernacki, Christophe; Vandewalle, Vincent Simultaneous semiparametric estimation of clustering and regression. (English) Zbl 07547626 J. Comput. Graph. Stat. 31, No. 2, 477-485 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Marbac} et al., J. Comput. Graph. Stat. 31, No. 2, 477--485 (2022; Zbl 07547626) Full Text: DOI arXiv
Emmenegger, Corinne; Bühlmann, Peter Regularizing double machine learning in partially linear endogenous models. (English) Zbl 1498.62086 Electron. J. Stat. 15, No. 2, 6461-6543 (2021). MSC: 62G08 62G05 62J05 62G20 62P20 68T05 PDFBibTeX XMLCite \textit{C. Emmenegger} and \textit{P. Bühlmann}, Electron. J. Stat. 15, No. 2, 6461--6543 (2021; Zbl 1498.62086) Full Text: DOI arXiv Link
Kauermann, Göran; Ali, Mehboob Semi-parametric regression when some (expensive) covariates are missing by design. (English) Zbl 1478.62024 Stat. Pap. 62, No. 4, 1675-1696 (2021). MSC: 62D05 62D10 62G08 PDFBibTeX XMLCite \textit{G. Kauermann} and \textit{M. Ali}, Stat. Pap. 62, No. 4, 1675--1696 (2021; Zbl 1478.62024) Full Text: DOI
Chao, Fengqing; Gerland, Patrick; Cook, Alex R.; Alkema, Leontine Global estimation and scenario-based projections of sex ratio at birth and missing female births using a Bayesian hierarchical time series mixture model. (English) Zbl 1478.62322 Ann. Appl. Stat. 15, No. 3, 1499-1528 (2021). MSC: 62P10 62M10 62H12 62H30 PDFBibTeX XMLCite \textit{F. Chao} et al., Ann. Appl. Stat. 15, No. 3, 1499--1528 (2021; Zbl 1478.62322) Full Text: DOI arXiv
Auder, Benjamin; Gassiat, Elisabeth; Loum, Mor Absa Least squares moment identification of binary regression mixture models. (English) Zbl 1472.62119 Metrika 84, No. 4, 561-593 (2021). Reviewer: Wolfgang Näther (Freiberg) MSC: 62J12 62H30 PDFBibTeX XMLCite \textit{B. Auder} et al., Metrika 84, No. 4, 561--593 (2021; Zbl 1472.62119) Full Text: DOI arXiv
Tanaka, Emi; Hui, Francis K. C. Symbolic formulae for linear mixed models. (English) Zbl 1445.62177 Nguyen, Hien (ed.), Statistics and data science. Proceedings of the research school on statistics and data science, RSSDS 2019, Melbourne, Australia, July 24–26, 2019. Singapore: Springer. Commun. Comput. Inf. Sci. 1150, 3-21 (2019). MSC: 62J05 62A01 PDFBibTeX XMLCite \textit{E. Tanaka} and \textit{F. K. C. Hui}, Commun. Comput. Inf. Sci. 1150, 3--21 (2019; Zbl 1445.62177) Full Text: DOI arXiv
Collilieux, Xavier; Lebarbier, Emilie; Robin, Stéphane A factor model approach for the joint segmentation with between-series correlation. (English) Zbl 1441.62135 Scand. J. Stat. 46, No. 3, 686-705 (2019). Reviewer: Ruxandra Stoean (Craiova) MSC: 62H10 62H11 62H20 62M10 90C39 PDFBibTeX XMLCite \textit{X. Collilieux} et al., Scand. J. Stat. 46, No. 3, 686--705 (2019; Zbl 1441.62135) Full Text: DOI arXiv
Yauck, Mamadou; Rivest, Louis-Paul On the estimation of population sizes in capture-recapture experiments. (English) Zbl 1422.62203 J. Multivariate Anal. 173, 512-524 (2019). MSC: 62H17 62P12 PDFBibTeX XMLCite \textit{M. Yauck} and \textit{L.-P. Rivest}, J. Multivariate Anal. 173, 512--524 (2019; Zbl 1422.62203) Full Text: DOI
Adam, Timo; Langrock, Roland; Weiß, Christian H. Penalized estimation of flexible hidden Markov models for time series of counts. (English) Zbl 1427.62091 Metron 77, No. 2, 87-104 (2019). MSC: 62M05 62M10 62G05 62P12 62P10 86A15 PDFBibTeX XMLCite \textit{T. Adam} et al., Metron 77, No. 2, 87--104 (2019; Zbl 1427.62091) Full Text: DOI arXiv
Balabdaoui, Fadoua; Groeneboom, Piet; Hendrickx, Kim Score estimation in the monotone single-index model. (English) Zbl 1418.62103 Scand. J. Stat. 46, No. 2, 517-544 (2019). MSC: 62G05 62F12 62J02 PDFBibTeX XMLCite \textit{F. Balabdaoui} et al., Scand. J. Stat. 46, No. 2, 517--544 (2019; Zbl 1418.62103) Full Text: DOI arXiv
Hauenstein, Severin; Wood, Simon N.; Dormann, Carsten F. Computing AIC for black-box models using generalized degrees of freedom: a comparison with cross-validation. (English) Zbl 07550042 Commun. Stat., Simulation Comput. 47, No. 5, 1382-1396 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Hauenstein} et al., Commun. Stat., Simulation Comput. 47, No. 5, 1382--1396 (2018; Zbl 07550042) Full Text: DOI arXiv
Krakovsky, Yury; Luzgin, Aleksandr Robust interval forecasting algorithm based on a probabilistic cluster model. (English) Zbl 07192660 J. Stat. Comput. Simulation 88, No. 12, 2309-2324 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Krakovsky} and \textit{A. Luzgin}, J. Stat. Comput. Simulation 88, No. 12, 2309--2324 (2018; Zbl 07192660) Full Text: DOI
Quan, Zhiyu; Valdez, Emiliano A. Predictive analytics of insurance claims using multivariate decision trees. (English) Zbl 1434.62131 Depend. Model. 6, 377-407 (2018). MSC: 62H30 62P05 62C25 PDFBibTeX XMLCite \textit{Z. Quan} and \textit{E. A. Valdez}, Depend. Model. 6, 377--407 (2018; Zbl 1434.62131) Full Text: DOI
Li, Yingbo; Clyde, Merlise A. Mixtures of \(g\)-priors in generalized linear models. (English) Zbl 1409.62152 J. Am. Stat. Assoc. 113, No. 524, 1828-1845 (2018). MSC: 62J12 62C10 62F15 PDFBibTeX XMLCite \textit{Y. Li} and \textit{M. A. Clyde}, J. Am. Stat. Assoc. 113, No. 524, 1828--1845 (2018; Zbl 1409.62152) Full Text: DOI arXiv
Barigozzi, Matteo; Cho, Haeran; Fryzlewicz, Piotr Simultaneous multiple change-point and factor analysis for high-dimensional time series. (English) Zbl 1398.62221 J. Econom. 206, No. 1, 187-225 (2018). MSC: 62M10 62H25 62M07 PDFBibTeX XMLCite \textit{M. Barigozzi} et al., J. Econom. 206, No. 1, 187--225 (2018; Zbl 1398.62221) Full Text: DOI arXiv
Perrot-Dockès, Marie; Lévy-Leduc, Céline; Sansonnet, Laure; Chiquet, Julien Variable selection in multivariate linear models with high-dimensional covariance matrix estimation. (English) Zbl 1499.62180 J. Multivariate Anal. 166, 78-97 (2018). MSC: 62H12 62J07 62F12 PDFBibTeX XMLCite \textit{M. Perrot-Dockès} et al., J. Multivariate Anal. 166, 78--97 (2018; Zbl 1499.62180) Full Text: DOI arXiv
Shin, Minsuk; Bhattacharya, Anirban; Johnson, Valen E. Scalable Bayesian variable selection using nonlocal prior densities in ultrahigh-dimensional settings. (English) Zbl 1390.62125 Stat. Sin. 28, No. 2, 1053-1078 (2018). MSC: 62J07 62F15 62J05 PDFBibTeX XMLCite \textit{M. Shin} et al., Stat. Sin. 28, No. 2, 1053--1078 (2018; Zbl 1390.62125) Full Text: DOI arXiv Link
Marra, Giampiero; Radice, Rosalba A joint regression modeling framework for analyzing bivariate binary data in \(\mathsf{R}\). (English) Zbl 06839234 Depend. Model. 5, 268-294 (2017). MSC: 62H99 62J02 PDFBibTeX XMLCite \textit{G. Marra} and \textit{R. Radice}, Depend. Model. 5, 268--294 (2017; Zbl 06839234) Full Text: DOI
Chakar, S.; Lebarbier, E.; Lévy-Leduc, C.; Robin, S. A robust approach for estimating change-points in the mean of an \(\mathrm{AR}(1)\) process. (English) Zbl 1378.62059 Bernoulli 23, No. 2, 1408-1447 (2017). MSC: 62M10 62F10 62F12 62F35 PDFBibTeX XMLCite \textit{S. Chakar} et al., Bernoulli 23, No. 2, 1408--1447 (2017; Zbl 1378.62059) Full Text: DOI arXiv Euclid
Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M. mlr: machine learning in \(\mathbf R\). (English) Zbl 1392.68007 J. Mach. Learn. Res. 17, Paper No. 170, 5 p. (2016). MSC: 68-04 62-04 62H30 62J05 62N05 68T05 PDFBibTeX XMLCite \textit{B. Bischl} et al., J. Mach. Learn. Res. 17, Paper No. 170, 5 p. (2016; Zbl 1392.68007) Full Text: Link
Chiu, Chia-Yi; Köhn, Hans-Friedrich Consistency of cluster analysis for cognitive diagnosis: the reduced reparameterized unified model and the general diagnostic model. (English) Zbl 1345.62141 Psychometrika 81, No. 3, 585-610 (2016). MSC: 62P15 62H30 62J20 PDFBibTeX XMLCite \textit{C.-Y. Chiu} and \textit{H.-F. Köhn}, Psychometrika 81, No. 3, 585--610 (2016; Zbl 1345.62141) Full Text: DOI
Bernardi, Mauro; Catania, Leopoldo Comparison of value-at-risk models using the MCS approach. (English) Zbl 1342.65020 Comput. Stat. 31, No. 2, 579-608 (2016). MSC: 62-08 62P05 62M10 91G70 PDFBibTeX XMLCite \textit{M. Bernardi} and \textit{L. Catania}, Comput. Stat. 31, No. 2, 579--608 (2016; Zbl 1342.65020) Full Text: DOI
Lin, Xiaoyan; Cai, Bo; Wang, Lianming; Zhang, Zhigang A Bayesian proportional hazards model for general interval-censored data. (English) Zbl 1322.62133 Lifetime Data Anal. 21, No. 3, 470-490 (2015). MSC: 62G08 62F15 62N01 PDFBibTeX XMLCite \textit{X. Lin} et al., Lifetime Data Anal. 21, No. 3, 470--490 (2015; Zbl 1322.62133) Full Text: DOI
Jin, Jiashun; Zhang, Cun-Hui; Zhang, Qi Optimality of graphlet screening in high dimensional variable selection. (English) Zbl 1319.62139 J. Mach. Learn. Res. 15, 2723-2772 (2014). MSC: 62J05 62C20 62F10 62F12 62J07 PDFBibTeX XMLCite \textit{J. Jin} et al., J. Mach. Learn. Res. 15, 2723--2772 (2014; Zbl 1319.62139) Full Text: arXiv Link
Marin, Jean-Michel; Robert, Christian P. Bayesian essentials with R. 2nd revised ed., previously published under the title ‘Bayesian core. A practical approach to computational statistics’. (English) Zbl 1380.62005 Springer Texts in Statistics. New York, NY: Springer (ISBN 978-1-4614-8686-2/hbk; 978-1-4614-8687-9/ebook). xiv, 296 p. (2014). Reviewer: Dimitris Karlis (Athens) MSC: 62-01 62C10 62F15 62J05 62J12 62-02 62-04 PDFBibTeX XMLCite \textit{J.-M. Marin} and \textit{C. P. Robert}, Bayesian essentials with R. 2nd revised ed., previously published under the title `Bayesian core. A practical approach to computational statistics'. New York, NY: Springer (2014; Zbl 1380.62005) Full Text: DOI
Rolfs, Benjamin T.; Rajaratnam, Bala A note on the lack of symmetry in the graphical lasso. (English) Zbl 1365.62284 Comput. Stat. Data Anal. 57, No. 1, 429-434 (2013). MSC: 62J07 62H12 62A09 PDFBibTeX XMLCite \textit{B. T. Rolfs} and \textit{B. Rajaratnam}, Comput. Stat. Data Anal. 57, No. 1, 429--434 (2013; Zbl 1365.62284) Full Text: DOI arXiv
Gramacy, Robert B.; Pantaleo, Ester Shrinkage regression for multivariate inference with missing data, and an application to portfolio balancing. (English) Zbl 1330.91185 Bayesian Anal. 5, No. 2, 237-262 (2010). MSC: 91G70 62J07 62P05 62H99 62F15 91G10 PDFBibTeX XMLCite \textit{R. B. Gramacy} and \textit{E. Pantaleo}, Bayesian Anal. 5, No. 2, 237--262 (2010; Zbl 1330.91185) Full Text: DOI arXiv Euclid
Hable, R.; Ruckdeschel, P.; Rieder, H. Optimal robust influence functions in semiparametric regression. (English) Zbl 1178.62037 J. Stat. Plann. Inference 140, No. 1, 226-245 (2010). MSC: 62G08 62J20 62G35 62F12 62F35 65C60 PDFBibTeX XMLCite \textit{R. Hable} et al., J. Stat. Plann. Inference 140, No. 1, 226--245 (2010; Zbl 1178.62037) Full Text: DOI