Wang, Xiaoqing; Feng, Xiangnan; Song, Xinyuan Joint analysis of semicontinuous data with latent variables. (English) Zbl 07345927 Comput. Stat. Data Anal. 151, Article ID 107005, 20 p. (2020). MSC: 62-XX PDF BibTeX Cite \textit{X. Wang} et al., Comput. Stat. Data Anal. 151, Article ID 107005, 20 p. (2020; Zbl 07345927) Full Text: DOI
Cavicchia, Carlo; Vichi, Maurizio; Zaccaria, Giorgia The ultrametric correlation matrix for modelling hierarchical latent concepts. (English) Zbl 1459.62097 Adv. Data Anal. Classif., ADAC 14, No. 4, 837-853 (2020). MSC: 62H25 62P15 PDF BibTeX Cite \textit{C. Cavicchia} et al., Adv. Data Anal. Classif., ADAC 14, No. 4, 837--853 (2020; Zbl 1459.62097) Full Text: DOI
Hatefi, Armin; Reid, Nancy; Jozani, Mohammad Jafari; Ozturk, Omer Finite mixture modeling, classification and statistical learning with order statistics. (English) Zbl 07339776 Stat. Sin. 30, No. 4, 1881-1903 (2020). MSC: 62H30 62G30 62P10 92B15 PDF BibTeX Cite \textit{A. Hatefi} et al., Stat. Sin. 30, No. 4, 1881--1903 (2020; Zbl 07339776) Full Text: DOI
Gurevich, Pavel; Stuke, Hannes Dynamical systems approach to outlier robust deep neural networks for regression. (English) Zbl 07335791 SIAM J. Appl. Dyn. Syst. 19, No. 4, 2567-2593 (2020). MSC: 37M05 37M20 37N30 92B20 PDF BibTeX Cite \textit{P. Gurevich} and \textit{H. Stuke}, SIAM J. Appl. Dyn. Syst. 19, No. 4, 2567--2593 (2020; Zbl 07335791) Full Text: DOI
Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter A look at robustness and stability of \(\ell_1\)-versus \(\ell_0\)-regularization: discussion of papers by Bertsimas et al. and Hastie et al. (English) Zbl 07307191 Stat. Sci. 35, No. 4, 614-622 (2020). MSC: 62-XX PDF BibTeX Cite \textit{Y. Chen} et al., Stat. Sci. 35, No. 4, 614--622 (2020; Zbl 07307191) Full Text: DOI Euclid
Zhou, Can; Wang, Xiaofei; Guo, Jianhua Learning mixed latent tree models. (English) Zbl 07306928 J. Mach. Learn. Res. 21, Paper No. 249, 35 p. (2020). MSC: 68T05 PDF BibTeX Cite \textit{C. Zhou} et al., J. Mach. Learn. Res. 21, Paper No. 249, 35 p. (2020; Zbl 07306928) Full Text: Link
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai Spectral deconfounding via perturbed sparse linear models. (English) Zbl 07306913 J. Mach. Learn. Res. 21, Paper No. 232, 41 p. (2020). MSC: 68T05 PDF BibTeX Cite \textit{D. Ćevid} et al., J. Mach. Learn. Res. 21, Paper No. 232, 41 p. (2020; Zbl 07306913) Full Text: Link
Fisher, Zachary F.; Bollen, Kenneth A. An instrumental variable estimator for mixed indicators: analytic derivatives and alternative parameterizations. (English) Zbl 1458.62291 Psychometrika 85, No. 3, 660-683 (2020). MSC: 62P25 62P15 62H25 62H12 PDF BibTeX Cite \textit{Z. F. Fisher} and \textit{K. A. Bollen}, Psychometrika 85, No. 3, 660--683 (2020; Zbl 1458.62291) Full Text: DOI
Bing, Xin; Bunea, Florentina; Ning, Yang; Wegkamp, Marten Adaptive estimation in structured factor models with applications to overlapping clustering. (English) Zbl 1455.62116 Ann. Stat. 48, No. 4, 2055-2081 (2020). MSC: 62H25 62H30 PDF BibTeX Cite \textit{X. Bing} et al., Ann. Stat. 48, No. 4, 2055--2081 (2020; Zbl 1455.62116) Full Text: DOI Euclid
Nieto-Barajas, Luis E. Bayesian regression with spatiotemporal varying coefficients. (English) Zbl 1448.62181 Biom. J. 62, No. 5, 1245-1263 (2020). MSC: 62P10 PDF BibTeX Cite \textit{L. E. Nieto-Barajas}, Biom. J. 62, No. 5, 1245--1263 (2020; Zbl 1448.62181) Full Text: DOI
Fouskakis, D.; Petrakos, G.; Rotous, I. A Bayesian longitudinal model for quantifying students’ preferences regarding teaching quality indicators. (English) Zbl 1452.62974 Metron 78, No. 2, 255-270 (2020). MSC: 62P25 62J02 62H11 65C05 PDF BibTeX Cite \textit{D. Fouskakis} et al., Metron 78, No. 2, 255--270 (2020; Zbl 1452.62974) Full Text: DOI
Diel, Roland; Le Corff, Sylvain; Lerasle, Matthieu Learning the distribution of latent variables in paired comparison models with round-robin scheduling. (English) Zbl 07256156 Bernoulli 26, No. 4, 2670-2698 (2020). Reviewer: Mikhail P. Moklyachuk (Kyïv) MSC: 62G07 62H22 62J15 62M05 PDF BibTeX Cite \textit{R. Diel} et al., Bernoulli 26, No. 4, 2670--2698 (2020; Zbl 07256156) Full Text: DOI Euclid
Eisenach, Carson; Bunea, Florentina; Ning, Yang; Dinicu, Claudiu High-dimensional inference for cluster-based graphical models. (English) Zbl 07255084 J. Mach. Learn. Res. 21, Paper No. 53, 55 p. (2020). MSC: 68T05 PDF BibTeX Cite \textit{C. Eisenach} et al., J. Mach. Learn. Res. 21, Paper No. 53, 55 p. (2020; Zbl 07255084) Full Text: Link
Christiansen, Rune; Peters, Jonas Switching regression models and causal inference in the presence of discrete latent variables. (English) Zbl 07255072 J. Mach. Learn. Res. 21, Paper No. 41, 46 p. (2020). MSC: 68T05 PDF BibTeX Cite \textit{R. Christiansen} and \textit{J. Peters}, J. Mach. Learn. Res. 21, Paper No. 41, 46 p. (2020; Zbl 07255072) Full Text: Link
Salehkaleybar, Saber; Ghassami, Amiremad; Kiyavash, Negar; Zhang, Kun Learning linear non-Gaussian causal models in the presence of latent variables. (English) Zbl 07255070 J. Mach. Learn. Res. 21, Paper No. 39, 24 p. (2020). MSC: 68T05 PDF BibTeX Cite \textit{S. Salehkaleybar} et al., J. Mach. Learn. Res. 21, Paper No. 39, 24 p. (2020; Zbl 07255070) Full Text: Link
McKennan, Chris; Ober, Carole; Nicolae, Dan Estimation and inference in metabolomics with nonrandom missing data and latent factors. (English) Zbl 1446.62281 Ann. Appl. Stat. 14, No. 2, 789-808 (2020). MSC: 62P10 62H12 62D10 PDF BibTeX Cite \textit{C. McKennan} et al., Ann. Appl. Stat. 14, No. 2, 789--808 (2020; Zbl 1446.62281) Full Text: DOI Euclid
Ouyang, Ming; Song, Xinyuan Bayesian local influence of generalized failure time models with latent variables and multivariate censored data. (English) Zbl 07223602 J. Classif. 37, No. 2, 298-316 (2020). MSC: 62H30 PDF BibTeX Cite \textit{M. Ouyang} and \textit{X. Song}, J. Classif. 37, No. 2, 298--316 (2020; Zbl 07223602) Full Text: DOI
Hui, Francis K. C.; Müller, Samuel; Welsh, A. H. The LASSO on latent indices for regression modeling with ordinal categorical predictors. (English) Zbl 07212314 Comput. Stat. Data Anal. 149, Article ID 106951, 12 p. (2020). MSC: 62-XX PDF BibTeX Cite \textit{F. K. C. Hui} et al., Comput. Stat. Data Anal. 149, Article ID 106951, 12 p. (2020; Zbl 07212314) Full Text: DOI
Nussbaum, Frank; Giesen, Joachim Pairwise sparse + low-rank models for variables of mixed type. (English) Zbl 1440.62210 J. Multivariate Anal. 178, Article ID 104601, 22 p. (2020). MSC: 62H12 62F12 PDF BibTeX Cite \textit{F. Nussbaum} and \textit{J. Giesen}, J. Multivariate Anal. 178, Article ID 104601, 22 p. (2020; Zbl 1440.62210) Full Text: DOI
Pan, Lanfeng; Li, Yehua; He, Kevin; Li, Yanming; Li, Yi Generalized linear mixed models with Gaussian mixture random effects: inference and application. (English) Zbl 1436.62279 J. Multivariate Anal. 175, Article ID 104555, 19 p. (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62H30 62H15 62P10 92D30 62L12 PDF BibTeX Cite \textit{L. Pan} et al., J. Multivariate Anal. 175, Article ID 104555, 19 p. (2020; Zbl 1436.62279) Full Text: DOI
Gurevich, Pavel; Stuke, Hannes Gradient conjugate priors and multi-layer neural networks. (English) Zbl 07153700 Artif. Intell. 278, Article ID 103184, 28 p. (2020). MSC: 68Txx PDF BibTeX Cite \textit{P. Gurevich} and \textit{H. Stuke}, Artif. Intell. 278, Article ID 103184, 28 p. (2020; Zbl 07153700) Full Text: DOI arXiv
Robin, Geneviéve; Ambroise, Christophe; Robin, Stéphane Incomplete graphical model inference via latent tree aggregation. (English) Zbl 07289546 Stat. Model. 19, No. 5, 545-568 (2019). MSC: 62-XX PDF BibTeX Cite \textit{G. Robin} et al., Stat. Model. 19, No. 5, 545--568 (2019; Zbl 07289546) Full Text: DOI
Papageorgiou, Georgios Bayesian density regression for discrete outcomes. (English) Zbl 1440.62260 Aust. N. Z. J. Stat. 61, No. 3, 336-359 (2019). MSC: 62J02 62H12 62G08 62P20 PDF BibTeX Cite \textit{G. Papageorgiou}, Aust. N. Z. J. Stat. 61, No. 3, 336--359 (2019; Zbl 1440.62260) Full Text: DOI
Manisera, Marica; Zuccolotto, Paola Discussion of “The class of CUB models: statistical foundations, inferential issues and empirical evidence”. (English) Zbl 1435.62237 Stat. Methods Appl. 28, No. 3, 465-470 (2019). MSC: 62H30 62D20 PDF BibTeX Cite \textit{M. Manisera} and \textit{P. Zuccolotto}, Stat. Methods Appl. 28, No. 3, 465--470 (2019; Zbl 1435.62237) Full Text: DOI
Cui, Ruifei; Bucur, Ioan Gabriel; Groot, Perry; Heskes, Tom A novel Bayesian approach for latent variable modeling from mixed data with missing values. (English) Zbl 1430.62098 Stat. Comput. 29, No. 5, 977-993 (2019). MSC: 62H05 62D10 PDF BibTeX Cite \textit{R. Cui} et al., Stat. Comput. 29, No. 5, 977--993 (2019; Zbl 1430.62098) Full Text: DOI
Carmona, Christian; Nieto-Barajas, Luis; Canale, Antonio Model-based approach for household clustering with mixed scale variables. (English) Zbl 07073918 Adv. Data Anal. Classif., ADAC 13, No. 2, 559-583 (2019). MSC: 62D05 62G86 62P25 62H30 PDF BibTeX Cite \textit{C. Carmona} et al., Adv. Data Anal. Classif., ADAC 13, No. 2, 559--583 (2019; Zbl 07073918) Full Text: DOI
Colombi, Roberto; Giordano, Sabrina; Gottard, Anna; Iannario, Maria Hierarchical marginal models with latent uncertainty. (English) Zbl 1418.62552 Scand. J. Stat. 46, No. 2, 595-620 (2019). MSC: 62P25 62H30 PDF BibTeX Cite \textit{R. Colombi} et al., Scand. J. Stat. 46, No. 2, 595--620 (2019; Zbl 1418.62552) Full Text: DOI
Sales, Adam C.; Pane, John F. The role of mastery learning in an intelligent tutoring system: principal stratification on a latent variable. (English) Zbl 1418.62403 Ann. Appl. Stat. 13, No. 1, 420-443 (2019). MSC: 62P15 62D05 PDF BibTeX Cite \textit{A. C. Sales} and \textit{J. F. Pane}, Ann. Appl. Stat. 13, No. 1, 420--443 (2019; Zbl 1418.62403) Full Text: DOI Euclid
Chen, Xiaohong; Linton, Oliver; Schneeberger, Stefan; Yi, Yanping Semiparametric estimation of the bid-ask spread in extended roll models. (English) Zbl 1452.62897 J. Econom. 208, No. 1, 160-178 (2019). MSC: 62P20 62P05 PDF BibTeX Cite \textit{X. Chen} et al., J. Econom. 208, No. 1, 160--178 (2019; Zbl 1452.62897) Full Text: DOI
He, Haijin; Pan, Deng; Song, Xinyuan; Sun, Liuquan Additive mean residual life model with latent variables under right censoring. (English) Zbl 1412.62150 Stat. Sin. 29, No. 1, 47-66 (2019). MSC: 62P10 62N01 62N05 PDF BibTeX Cite \textit{H. He} et al., Stat. Sin. 29, No. 1, 47--66 (2019; Zbl 1412.62150) Full Text: DOI
Bowman, Dale; George, E. Olusegun A Bayesian analysis of clustered discrete and continuous outcomes. (English) Zbl 07282438 J. Appl. Stat. 45, No. 3, 438-449 (2018). MSC: 62-XX PDF BibTeX Cite \textit{D. Bowman} and \textit{E. O. George}, J. Appl. Stat. 45, No. 3, 438--449 (2018; Zbl 07282438) Full Text: DOI
Joe, Harry Parsimonious graphical dependence models constructed from vines. (English. French summary) Zbl 07193346 Can. J. Stat. 46, No. 4, 532-555 (2018). MSC: 62-XX PDF BibTeX Cite \textit{H. Joe}, Can. J. Stat. 46, No. 4, 532--555 (2018; Zbl 07193346) Full Text: DOI
Samawi, Hani; Cai, Jingxian; Linder, Daniel F.; Rochani, Haresh; Yin, Jingjing A simpler approach for mediation analysis for dichotomous mediators in logistic regression. (English) Zbl 07192601 J. Stat. Comput. Simulation 88, No. 6, 1211-1227 (2018). MSC: 62-XX PDF BibTeX Cite \textit{H. Samawi} et al., J. Stat. Comput. Simulation 88, No. 6, 1211--1227 (2018; Zbl 07192601) Full Text: DOI
Bakk, Zsuzsa; Kuha, Jouni Two-step estimation of models between latent classes and external variables. (English) Zbl 1422.62340 Psychometrika 83, No. 4, 871-892 (2018). MSC: 62P15 62H30 PDF BibTeX Cite \textit{Z. Bakk} and \textit{J. Kuha}, Psychometrika 83, No. 4, 871--892 (2018; Zbl 1422.62340) Full Text: DOI
Mak, T. K.; Nebebe, F. Estimating nonlinear structural relationships. (English) Zbl 1422.62090 Adv. Appl. Stat. 52, No. 5, 327-338 (2018). MSC: 62F10 62E17 PDF BibTeX Cite \textit{T. K. Mak} and \textit{F. Nebebe}, Adv. Appl. Stat. 52, No. 5, 327--338 (2018; Zbl 1422.62090) Full Text: DOI
Zhao, Shiwen; Engelhardt, Barbara E.; Mukherjee, Sayan; Dunson, David B. Fast moment estimation for generalized latent Dirichlet models. (English) Zbl 1409.62119 J. Am. Stat. Assoc. 113, No. 524, 1528-1540 (2018). MSC: 62H12 62F12 62F35 PDF BibTeX Cite \textit{S. Zhao} et al., J. Am. Stat. Assoc. 113, No. 524, 1528--1540 (2018; Zbl 1409.62119) Full Text: DOI arXiv
Tekwe, Carmen D.; Zoh, Roger S.; Bazer, Fuller W.; Wu, Guoyao; Carroll, Raymond J. Functional multiple indicators, multiple causes measurement error models. (English) Zbl 1415.62140 Biometrics 74, No. 1, 127-134 (2018). MSC: 62P10 62H25 62J15 PDF BibTeX Cite \textit{C. D. Tekwe} et al., Biometrics 74, No. 1, 127--134 (2018; Zbl 1415.62140) Full Text: DOI
Perković, Emilija; Textor, Johannes; Kalisch, Markus; Maathuis, Marloes H. Complete graphical characterization and construction of adjustment sets in Markov equivalence classes of ancestral graphs. (English) Zbl 06982976 J. Mach. Learn. Res. 18(2017-2018), Paper No. 220, 62 p. (2018). MSC: 68T05 PDF BibTeX Cite \textit{E. Perković} et al., J. Mach. Learn. Res. 18, Paper No. 220, 62 p. (2018; Zbl 06982976) Full Text: Link arXiv
Jreich, Rana; Hatte, Christine; Balesdent, Jérôme; Parent, Eric Bayesian selection of mixed covariates from a latent layer: application to hierarchical modeling of soil carbon dynamics. (Sélection bayésienne de covariables mixtes sur la couche latente d’un modèle hiérarchique : application à la dynamique de carbone dans le sol.) (English. French summary) Zbl 1402.86019 J. SFdS 159, No. 2, 128-155 (2018). MSC: 86A32 74L10 62P35 86A20 PDF BibTeX Cite \textit{R. Jreich} et al., J. SFdS 159, No. 2, 128--155 (2018; Zbl 1402.86019) Full Text: Link
Wong, Kin Yau; Zeng, Donglin; Lin, D. Y. Efficient estimation for semiparametric structural equation models with censored data. (English) Zbl 1398.62265 J. Am. Stat. Assoc. 113, No. 522, 893-905 (2018). MSC: 62N01 62G05 62N05 PDF BibTeX Cite \textit{K. Y. Wong} et al., J. Am. Stat. Assoc. 113, No. 522, 893--905 (2018; Zbl 1398.62265) Full Text: DOI
Gamage, Prabhashi W. Withana; McMahan, Christopher S.; Wang, Lianming; Tu, Wanzhu A Gamma-frailty proportional hazards model for bivariate interval-censored data. (English) Zbl 06957722 Comput. Stat. Data Anal. 128, 354-366 (2018). MSC: 62-XX PDF BibTeX Cite \textit{P. W. W. Gamage} et al., Comput. Stat. Data Anal. 128, 354--366 (2018; Zbl 06957722) Full Text: DOI
Andrei, Oana; Calder, Muffy Data-driven modelling and probabilistic analysis of interactive software usage. (English) Zbl 1400.68061 J. Log. Algebr. Methods Program. 100, 195-214 (2018). MSC: 68N99 PDF BibTeX Cite \textit{O. Andrei} and \textit{M. Calder}, J. Log. Algebr. Methods Program. 100, 195--214 (2018; Zbl 1400.68061) Full Text: DOI
Forzani, Liliana; García Arancibia, Rodrigo; Llop, Pamela; Tomassi, Diego Supervised dimension reduction for ordinal predictors. (English) Zbl 06921028 Comput. Stat. Data Anal. 125, 136-155 (2018). MSC: 62-XX PDF BibTeX Cite \textit{L. Forzani} et al., Comput. Stat. Data Anal. 125, 136--155 (2018; Zbl 06921028) Full Text: DOI arXiv
Moreira, Catarina; Wichert, Andreas Are quantum-like Bayesian networks more powerful than classical Bayesian networks? (English) Zbl 1402.91112 J. Math. Psychol. 82, 73-83 (2018). MSC: 91B06 81P05 91B80 91A05 PDF BibTeX Cite \textit{C. Moreira} and \textit{A. Wichert}, J. Math. Psychol. 82, 73--83 (2018; Zbl 1402.91112) Full Text: DOI
Heggeseth, Brianna C.; Jewell, Nicholas P. How Gaussian mixture models might miss detecting factors that impact growth patterns. (English) Zbl 1393.62030 Ann. Appl. Stat. 12, No. 1, 222-245 (2018). MSC: 62H30 PDF BibTeX Cite \textit{B. C. Heggeseth} and \textit{N. P. Jewell}, Ann. Appl. Stat. 12, No. 1, 222--245 (2018; Zbl 1393.62030) Full Text: DOI Euclid
Lock, Eric F.; Li, Gen Supervised multiway factorization. (English) Zbl 1388.62176 Electron. J. Stat. 12, No. 1, 1150-1180 (2018). MSC: 62H25 15A69 65F30 PDF BibTeX Cite \textit{E. F. Lock} and \textit{G. Li}, Electron. J. Stat. 12, No. 1, 1150--1180 (2018; Zbl 1388.62176) Full Text: DOI Euclid
Magrini, Alessandro; Luciani, Davide; Stefanini, Federico M. A probabilistic network for the diagnosis of acute cardiopulmonary diseases. (English) Zbl 1383.62281 Biom. J. 60, No. 1, 174-195 (2018). MSC: 62P10 62F15 62J12 PDF BibTeX Cite \textit{A. Magrini} et al., Biom. J. 60, No. 1, 174--195 (2018; Zbl 1383.62281) Full Text: DOI
De Souza, Camila P. E.; Heckman, Nancy E.; Xu, Fan Switching nonparametric regression models for multi-curve data. (English. French summary) Zbl 07192931 Can. J. Stat. 45, No. 4, 442-460 (2017). MSC: 62G08 62G05 PDF BibTeX Cite \textit{C. P. E. De Souza} et al., Can. J. Stat. 45, No. 4, 442--460 (2017; Zbl 07192931) Full Text: DOI
Barreto-Souza, Wagner; Simas, Alexandre B. Improving estimation for beta regression models via EM-algorithm and related diagnostic tools. (English) Zbl 07192098 J. Stat. Comput. Simulation 87, No. 14, 2847-2867 (2017). MSC: 62-XX PDF BibTeX Cite \textit{W. Barreto-Souza} and \textit{A. B. Simas}, J. Stat. Comput. Simulation 87, No. 14, 2847--2867 (2017; Zbl 07192098) Full Text: DOI
Hernández-Sánchez, Julio César; Vicente-Villardón, José Luis Logistic biplot for nominal data. (English) Zbl 1414.62210 Adv. Data Anal. Classif., ADAC 11, No. 2, 307-326 (2017). MSC: 62H25 62H30 62H99 68U05 PDF BibTeX Cite \textit{J. C. Hernández-Sánchez} and \textit{J. L. Vicente-Villardón}, Adv. Data Anal. Classif., ADAC 11, No. 2, 307--326 (2017; Zbl 1414.62210) Full Text: DOI
Arellano, Manuel; Blundell, Richard; Bonhomme, Stéphane Earnings and consumption dynamics: a nonlinear panel data framework. (English) Zbl 1410.62195 Econometrica 85, No. 3, 693-734 (2017). MSC: 62P20 62G08 PDF BibTeX Cite \textit{M. Arellano} et al., Econometrica 85, No. 3, 693--734 (2017; Zbl 1410.62195) Full Text: DOI
Müller, Florian Nonparametric curve estimation for latent variables. (Nichtparametrische Kurvenschätzung für latente Variablen.) (German) Zbl 1406.62002 Darmstadt: TU Darmstadt, Fachbereich Mathematik (Diss.). 111 p., open access (2017). MSC: 62-02 62G05 62J05 62H12 62G07 62G20 PDF BibTeX Cite \textit{F. Müller}, Nichtparametrische Kurvenschätzung für latente Variablen. Darmstadt: TU Darmstadt, Fachbereich Mathematik (Diss.) (2017; Zbl 1406.62002) Full Text: Link
Isozaki, Takashi; Kuroki, Manabu Learning causal graphs with latent confounders in weak faithfulness violations. (English) Zbl 1442.68196 New Generation Comput. 35, No. 1, 29-45 (2017). MSC: 68T05 PDF BibTeX Cite \textit{T. Isozaki} and \textit{M. Kuroki}, New Generation Comput. 35, No. 1, 29--45 (2017; Zbl 1442.68196) Full Text: DOI
Hair, Joseph F. jun.; Hult, G. Tomas M.; Ringle, Christian M.; Sarstedt, Marko A primer on partial least squares structural equation modeling (PLS-SEM). 2nd edition. (English) Zbl 1416.62010 Los Angeles, CA: Sage Publications (ISBN 978-1-4833-7744-5/pbk). xx, 363 p. (2017). Reviewer: Alex V. Kolnogorov (Novgorod) MSC: 62-01 62H99 62P25 62H25 62J05 PDF BibTeX Cite \textit{J. F. Hair jun.} et al., A primer on partial least squares structural equation modeling (PLS-SEM). Los Angeles, CA: Sage Publications (2017; Zbl 1416.62010)
Ouyang, Ming; Yan, Xiaodong; Chen, Ji; Tang, Niansheng; Song, Xinyuan Bayesian local influence of semiparametric structural equation models. (English) Zbl 06914537 Comput. Stat. Data Anal. 111, 102-115 (2017). MSC: 62-08 62F15 PDF BibTeX Cite \textit{M. Ouyang} et al., Comput. Stat. Data Anal. 111, 102--115 (2017; Zbl 06914537) Full Text: DOI
Wang, Xiaofei; Guo, Jianhua; Hao, Lizhu; Zhang, Nevin L. Spectral methods for learning discrete latent tree models. (English) Zbl 1388.62156 Stat. Interface 10, No. 4, 677-698 (2017). MSC: 62H05 62H12 PDF BibTeX Cite \textit{X. Wang} et al., Stat. Interface 10, No. 4, 677--698 (2017; Zbl 1388.62156) Full Text: DOI
Dupuy, Christophe; Bach, Francis Online but accurate inference for latent variable models with local Gibbs sampling. (English) Zbl 1442.62046 J. Mach. Learn. Res. 18(2017-2018), Paper No. 126, 45 p. (2017). MSC: 62F10 60J22 62F15 62L20 68W27 PDF BibTeX Cite \textit{C. Dupuy} and \textit{F. Bach}, J. Mach. Learn. Res. 18, Paper No. 126, 45 p. (2017; Zbl 1442.62046) Full Text: Link
Taylor-Rodríguez, Daniel; Kaufeld, Kimberly; Schliep, Erin M.; Clark, James S.; Gelfand, Alan E. Joint species distribution modeling: dimension reduction using Dirichlet processes. (English) Zbl 1384.62317 Bayesian Anal. 12, No. 4, 939-967 (2017). MSC: 62P12 62F15 62H30 92D25 PDF BibTeX Cite \textit{D. Taylor-Rodríguez} et al., Bayesian Anal. 12, No. 4, 939--967 (2017; Zbl 1384.62317) Full Text: DOI Euclid
Nowzohour, Christopher; Maathuis, Marloes H.; Evans, Robin J.; Bühlmann, Peter Distributional equivalence and structure learning for bow-free acyclic path diagrams. (English) Zbl 1384.62209 Electron. J. Stat. 11, No. 2, 5342-5374 (2017). Reviewer: Miroslav M. Ristić (Niš) MSC: 62H99 62H12 PDF BibTeX Cite \textit{C. Nowzohour} et al., Electron. J. Stat. 11, No. 2, 5342--5374 (2017; Zbl 1384.62209) Full Text: DOI Euclid
Thanoon, Thanoon Y.; Adnan, Robiah Model comparison of linear and nonlinear Bayesian structural equation models with dichotomous data. (English) Zbl 1377.62094 Commun. Stat., Simulation Comput. 46, No. 6, 4578-4599 (2017). MSC: 62F15 62M05 PDF BibTeX Cite \textit{T. Y. Thanoon} and \textit{R. Adnan}, Commun. Stat., Simulation Comput. 46, No. 6, 4578--4599 (2017; Zbl 1377.62094) Full Text: DOI
Chen, Xiaohong; Linton, Oliver; Yi, Yanping Semiparametric identification of the bid-ask spread in extended Roll models. (English) Zbl 1388.62361 J. Econom. 200, No. 2, 312-325 (2017). MSC: 62P20 62G05 62H12 PDF BibTeX Cite \textit{X. Chen} et al., J. Econom. 200, No. 2, 312--325 (2017; Zbl 1388.62361) Full Text: DOI
Hu, Yingyao The econometrics of unobservables: applications of measurement error models in empirical industrial organization and labor economics. (English) Zbl 1388.62368 J. Econom. 200, No. 2, 154-168 (2017). MSC: 62P20 62G08 62M05 PDF BibTeX Cite \textit{Y. Hu}, J. Econom. 200, No. 2, 154--168 (2017; Zbl 1388.62368) Full Text: DOI
Holsclaw, Tracy; Greene, Arthur M.; Robertson, Andrew W.; Smyth, Padhraic Bayesian nonhomogeneous Markov models via Pólya-Gamma data augmentation with applications to rainfall modeling. (English) Zbl 1366.62255 Ann. Appl. Stat. 11, No. 1, 393-426 (2017). MSC: 62P12 62M05 62J12 62M10 62H12 PDF BibTeX Cite \textit{T. Holsclaw} et al., Ann. Appl. Stat. 11, No. 1, 393--426 (2017; Zbl 1366.62255) Full Text: DOI Euclid
Song, Xinyuan; Xia, Yemao; Zhu, Hongtu Hidden Markov latent variable models with multivariate longitudinal data. (English) Zbl 1366.62242 Biometrics 73, No. 1, 313-323 (2017). MSC: 62P10 62M05 PDF BibTeX Cite \textit{X. Song} et al., Biometrics 73, No. 1, 313--323 (2017; Zbl 1366.62242) Full Text: DOI
Kelava, Augustin; Kohler, Michael; Krzyżak, Adam; Schaffland, Tim Fabian Nonparametric estimation of a latent variable model. (English) Zbl 1352.62057 J. Multivariate Anal. 154, 112-134 (2017). MSC: 62G08 62G20 62H25 PDF BibTeX Cite \textit{A. Kelava} et al., J. Multivariate Anal. 154, 112--134 (2017; Zbl 1352.62057) Full Text: DOI
McParland, Damien; Gormley, Isobel Claire Model based clustering for mixed data: clustMD. (English) Zbl 1414.62254 Adv. Data Anal. Classif., ADAC 10, No. 2, 155-169 (2016). MSC: 62H30 68T10 91C20 62P10 PDF BibTeX Cite \textit{D. McParland} and \textit{I. C. Gormley}, Adv. Data Anal. Classif., ADAC 10, No. 2, 155--169 (2016; Zbl 1414.62254) Full Text: DOI
Chen, Mingkun; Vigneau, Evelyne Supervised clustering of variables. (English) Zbl 1414.62234 Adv. Data Anal. Classif., ADAC 10, No. 1, 85-101 (2016). MSC: 62H30 62J05 PDF BibTeX Cite \textit{M. Chen} and \textit{E. Vigneau}, Adv. Data Anal. Classif., ADAC 10, No. 1, 85--101 (2016; Zbl 1414.62234) Full Text: DOI
Kenne Pagui, Euloge Clovis; Canale, Antonio Pairwise likelihood inference for multivariate ordinal responses with applications to customer satisfaction. (English) Zbl 1411.62351 Appl. Stoch. Models Bus. Ind. 32, No. 2, 273-282 (2016). MSC: 62P20 62H15 PDF BibTeX Cite \textit{E. C. Kenne Pagui} and \textit{A. Canale}, Appl. Stoch. Models Bus. Ind. 32, No. 2, 273--282 (2016; Zbl 1411.62351) Full Text: DOI
Donnet, Sophie; Rousseau, Judith Bayesian inference for partially observed multiplicative intensity processes. (English) Zbl 1359.62354 Bayesian Anal. 11, No. 1, 151-190 (2016). MSC: 62M09 62F15 62P30 62N01 PDF BibTeX Cite \textit{S. Donnet} and \textit{J. Rousseau}, Bayesian Anal. 11, No. 1, 151--190 (2016; Zbl 1359.62354) Full Text: DOI Euclid
Martin, Victorin; Lasgouttes, Jean-Marc; Furtlehner, Cyril Latent binary MRF for online reconstruction of large scale systems. (English) Zbl 1401.68266 Ann. Math. Artif. Intell. 77, No. 1-2, 123-154 (2016). MSC: 68T05 60G60 60K35 PDF BibTeX Cite \textit{V. Martin} et al., Ann. Math. Artif. Intell. 77, No. 1--2, 123--154 (2016; Zbl 1401.68266) Full Text: DOI arXiv
Gutmann, Michael U.; Corander, Jukka Bayesian optimization for likelihood-free inference of simulator-based statistical models. (English) Zbl 1392.62072 J. Mach. Learn. Res. 17, Paper No. 125, 47 p. (2016). MSC: 62F15 62G05 PDF BibTeX Cite \textit{M. U. Gutmann} and \textit{J. Corander}, J. Mach. Learn. Res. 17, Paper No. 125, 47 p. (2016; Zbl 1392.62072) Full Text: Link
Biernacki, Christophe; Jacques, Julien Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm. (English) Zbl 06652986 Stat. Comput. 26, No. 5, 929-943 (2016). MSC: 62-XX PDF BibTeX Cite \textit{C. Biernacki} and \textit{J. Jacques}, Stat. Comput. 26, No. 5, 929--943 (2016; Zbl 06652986) Full Text: DOI
Du, Ting; Ding, Jieli; Sun, Liuquan Joint modeling and estimation for longitudinal data with informative observation and terminal event times. (English) Zbl 1349.62477 Commun. Stat., Theory Methods 45, No. 22, 6521-6539 (2016). MSC: 62N02 62G20 62N01 62P10 PDF BibTeX Cite \textit{T. Du} et al., Commun. Stat., Theory Methods 45, No. 22, 6521--6539 (2016; Zbl 1349.62477) Full Text: DOI
Nieto-Barajas, Luis E.; Quintana, Fernando A. A Bayesian non-parametric dynamic AR model for multiple time series analysis. (English) Zbl 1396.62215 J. Time Ser. Anal. 37, No. 5, 675-689 (2016). MSC: 62M10 62G05 62F15 62P20 PDF BibTeX Cite \textit{L. E. Nieto-Barajas} and \textit{F. A. Quintana}, J. Time Ser. Anal. 37, No. 5, 675--689 (2016; Zbl 1396.62215) Full Text: DOI
Nowzohour, Christopher; Bühlmann, Peter Score-based causal learning in additive noise models. (English) Zbl 1360.62135 Statistics 50, No. 3, 471-485 (2016). MSC: 62G05 62G08 62F10 68T05 62-07 PDF BibTeX Cite \textit{C. Nowzohour} and \textit{P. Bühlmann}, Statistics 50, No. 3, 471--485 (2016; Zbl 1360.62135) Full Text: DOI
Han, Miao; Song, Xinyuan; Sun, Liuquan; Liu, Lei An additive-multiplicative mean model for marker data contingent on recurrent event with an informative terminal event. (English) Zbl 1356.62171 Stat. Sin. 26, No. 3, 1197-1218 (2016). MSC: 62N01 62P10 62G05 PDF BibTeX Cite \textit{M. Han} et al., Stat. Sin. 26, No. 3, 1197--1218 (2016; Zbl 1356.62171) Full Text: DOI
De Winter, Joost C. F.; Dodou, Dimitra Common factor analysis versus principal component analysis: a comparison of loadings by means of simulations. (English) Zbl 1341.62162 Commun. Stat., Simulation Comput. 45, No. 1, 299-321 (2016). MSC: 62H25 PDF BibTeX Cite \textit{J. C. F. De Winter} and \textit{D. Dodou}, Commun. Stat., Simulation Comput. 45, No. 1, 299--321 (2016; Zbl 1341.62162) Full Text: DOI
He, Sui; Du, Ting; Sun, Liuquan Joint modeling of longitudinal data with a dependent terminal event. (English) Zbl 1341.62281 Commun. Stat., Theory Methods 45, No. 3, 813-835 (2016). MSC: 62N02 62G20 62N01 PDF BibTeX Cite \textit{S. He} et al., Commun. Stat., Theory Methods 45, No. 3, 813--835 (2016; Zbl 1341.62281) Full Text: DOI
Wang, Lianming; McMahan, Christopher S.; Hudgens, Michael G.; Qureshi, Zaina P. A flexible, computationally efficient method for fitting the proportional hazards model to interval-censored data. (English) Zbl 1393.62105 Biometrics 72, No. 1, 222-231 (2016). MSC: 62P10 62N01 PDF BibTeX Cite \textit{L. Wang} et al., Biometrics 72, No. 1, 222--231 (2016; Zbl 1393.62105) Full Text: DOI
Fang, Sha; Zhang, Haixiang; Sun, Liuquan Joint analysis of longitudinal data with additive mixed effect model for informative observation times. (English) Zbl 1333.62238 J. Stat. Plann. Inference 169, 43-55 (2016). MSC: 62N02 62G08 62P10 PDF BibTeX Cite \textit{S. Fang} et al., J. Stat. Plann. Inference 169, 43--55 (2016; Zbl 1333.62238) Full Text: DOI
Zwiernik, Piotr Semialgebraic statistics and latent tree models. (English) Zbl 1378.62004 Monographs on Statistics and Applied Probability 146. Boca Raton, FL: CRC Press (ISBN 978-1-4665-7621-6/hbk; 978-1-4665-7622-3/ebook). xx, 225 p. (2016). MSC: 62-02 62H17 13P25 62M05 60J05 62P10 62H10 PDF BibTeX Cite \textit{P. Zwiernik}, Semialgebraic statistics and latent tree models. Boca Raton, FL: CRC Press (2016; Zbl 1378.62004) Full Text: Link
Papageorgiou, Georgios; Richardson, Sylvia; Best, Nicky Bayesian non-parametric models for spatially indexed data of mixed type. (English) Zbl 1414.62175 J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 5, 973-999 (2015). MSC: 62H11 62F15 62G08 62P12 PDF BibTeX Cite \textit{G. Papageorgiou} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 5, 973--999 (2015; Zbl 1414.62175) Full Text: DOI
van Rijn, Peter; Rijmen, Frank On the explaining-away phenomenon in multivariate latent variable models. (English) Zbl 1410.62191 Br. J. Math. Stat. Psychol. 68, No. 1, 1-22 (2015). MSC: 62P15 62D05 62H25 PDF BibTeX Cite \textit{P. van Rijn} and \textit{F. Rijmen}, Br. J. Math. Stat. Psychol. 68, No. 1, 1--22 (2015; Zbl 1410.62191) Full Text: DOI
Wang, Naichen; Wang, Lianming; McMahan, Christopher S. Regression analysis of bivariate current status data under the gamma-frailty proportional hazards model using the EM algorithm. (English) Zbl 06984130 Comput. Stat. Data Anal. 83, 140-150 (2015). MSC: 62-XX PDF BibTeX Cite \textit{N. Wang} et al., Comput. Stat. Data Anal. 83, 140--150 (2015; Zbl 06984130) Full Text: DOI
Tang, Yang; Browne, Ryan P.; McNicholas, Paul D. Model based clustering of high-dimensional binary data. (English) Zbl 06921468 Comput. Stat. Data Anal. 87, 84-101 (2015). MSC: 62-XX PDF BibTeX Cite \textit{Y. Tang} et al., Comput. Stat. Data Anal. 87, 84--101 (2015; Zbl 06921468) Full Text: DOI
Grilli, Leonardo; Rampichini, Carla; Varriale, Roberta Binomial mixture modeling of university credits. (English) Zbl 1365.62476 Commun. Stat., Theory Methods 44, No. 22, 4866-4879 (2015). MSC: 62P25 PDF BibTeX Cite \textit{L. Grilli} et al., Commun. Stat., Theory Methods 44, No. 22, 4866--4879 (2015; Zbl 1365.62476) Full Text: DOI
Martella, Francesca; Vicari, Donatella; Vichi, Maurizio Partitioning predictors in multivariate regression models. (English) Zbl 1331.62275 Stat. Comput. 25, No. 2, 261-272 (2015). MSC: 62H12 62J05 65C60 PDF BibTeX Cite \textit{F. Martella} et al., Stat. Comput. 25, No. 2, 261--272 (2015; Zbl 1331.62275) Full Text: DOI
Triantafillou, Sofia; Tsamardinos, Ioannis Constraint-based causal discovery from multiple interventions over overlapping variable sets. (English) Zbl 1351.68239 J. Mach. Learn. Res. 16, 2147-2205 (2015). MSC: 68T05 62P10 PDF BibTeX Cite \textit{S. Triantafillou} and \textit{I. Tsamardinos}, J. Mach. Learn. Res. 16, 2147--2205 (2015; Zbl 1351.68239) Full Text: Link
Bartolucci, Francesco; Farcomeni, Alessio A discrete time event-history approach to informative drop-out in mixed latent Markov models with covariates. (English) Zbl 1419.62308 Biometrics 71, No. 1, 80-89 (2015). MSC: 62P10 62F10 62J12 62M05 PDF BibTeX Cite \textit{F. Bartolucci} and \textit{A. Farcomeni}, Biometrics 71, No. 1, 80--89 (2015; Zbl 1419.62308) Full Text: DOI
Mahabadi, Samaneh Eftekhari; Ganjali, Mojtaba A Bayesian approach for sensitivity analysis of incomplete multivariate longitudinal data with potential nonrandom dropout. (English) Zbl 1331.62428 Metron 73, No. 3, 397-417 (2015). MSC: 62P10 62F15 PDF BibTeX Cite \textit{S. E. Mahabadi} and \textit{M. Ganjali}, Metron 73, No. 3, 397--417 (2015; Zbl 1331.62428) Full Text: DOI
Molenaar, Dylan Heteroscedastic latent trait models for dichotomous data. (English) Zbl 1323.62118 Psychometrika 80, No. 3, 625-644 (2015). MSC: 62P15 62H25 PDF BibTeX Cite \textit{D. Molenaar}, Psychometrika 80, No. 3, 625--644 (2015; Zbl 1323.62118) Full Text: DOI
Wager, Stefan; Blocker, Alexander; Cardin, Niall Weakly supervised clustering: learning fine-grained signals from coarse labels. (English) Zbl 1397.62234 Ann. Appl. Stat. 9, No. 2, 801-820 (2015). MSC: 62H30 62P30 PDF BibTeX Cite \textit{S. Wager} et al., Ann. Appl. Stat. 9, No. 2, 801--820 (2015; Zbl 1397.62234) Full Text: DOI Euclid
Sinha, Arijit; Chi, Zhiyi; Chen, Ming-Hui Bayesian inference of hidden gamma wear process model for survival data with ties. (English) Zbl 1377.62093 Stat. Sin. 25, No. 4, 1613-1635 (2015). MSC: 62F15 62N01 62N05 60G51 PDF BibTeX Cite \textit{A. Sinha} et al., Stat. Sin. 25, No. 4, 1613--1635 (2015; Zbl 1377.62093) Full Text: DOI
Wang, Fangpo; Gelfand, Alan E.; Jona-Lasinio, Giovanna Joint spatio-temporal analysis of a linear and a directional variable: space-time modeling of wave heights and wave directions in the adriatic sea. (English) Zbl 06497332 Stat. Sin. 25, No. 1, 25-39 (2015). MSC: 62-XX PDF BibTeX Cite \textit{F. Wang} et al., Stat. Sin. 25, No. 1, 25--39 (2015; Zbl 06497332) Full Text: DOI
Florios, K.; Moustaki, I.; Rizopoulos, D.; Vasdekis, V. G. S. A modified weighted pairwise likelihood estimator for a class of random effects models. (English) Zbl 1329.62333 Metron 73, No. 2, 217-228 (2015). MSC: 62J12 62F10 PDF BibTeX Cite \textit{K. Florios} et al., Metron 73, No. 2, 217--228 (2015; Zbl 1329.62333) Full Text: DOI
Jafari, N.; Tabrizi, E.; Bahrami Samani, E. Gaussian copula mixed models with non-ignorable missing outcomes. (English) Zbl 1326.62121 Appl. Appl. Math. 10, No. 1, 81-105 (2015). MSC: 62H12 62H05 PDF BibTeX Cite \textit{N. Jafari} et al., Appl. Appl. Math. 10, No. 1, 81--105 (2015; Zbl 1326.62121) Full Text: Link
Kohler, Michael; Müller, Florian; Walk, Harro Estimation of a regression function corresponding to latent variables. (English) Zbl 1328.62245 J. Stat. Plann. Inference 162, 88-109 (2015). MSC: 62G08 62G20 PDF BibTeX Cite \textit{M. Kohler} et al., J. Stat. Plann. Inference 162, 88--109 (2015; Zbl 1328.62245) Full Text: DOI
Ng, Shu Kay; McLachlan, Geoffrey J. Mixture of regression models with latent variables and sparse coefficient parameters. (English) Zbl 1436.62330 Gilli, Manfred (ed.) et al., Proceedings of COMPSTAT 2014 – 21st international conference on computational statistics, Geneva, Switzerland, August 19–22, 2014. The Hague: International Statistical Institute (ISI); The Hague: International Association for Statistical Computing (IASC). 223-231 (2014). MSC: 62J05 62-08 PDF BibTeX Cite \textit{S. K. Ng} and \textit{G. J. McLachlan}, in: Proceedings of COMPSTAT 2014 -- 21st international conference on computational statistics, Geneva, Switzerland, August 19--22, 2014. The Hague: International Statistical Institute (ISI); The Hague: International Association for Statistical Computing (IASC). 223--231 (2014; Zbl 1436.62330)
Manisera, Marica; Zuccolotto, Paola Modeling rating data with nonlinear CUB models. (English) Zbl 06984040 Comput. Stat. Data Anal. 78, 100-118 (2014). MSC: 62-XX PDF BibTeX Cite \textit{M. Manisera} and \textit{P. Zuccolotto}, Comput. Stat. Data Anal. 78, 100--118 (2014; Zbl 06984040) Full Text: DOI
Venter, J. H.; de Jongh, P. J. Extended stochastic volatility models incorporating realised measures. (English) Zbl 06984003 Comput. Stat. Data Anal. 76, 687-707 (2014). MSC: 62-XX PDF BibTeX Cite \textit{J. H. Venter} and \textit{P. J. de Jongh}, Comput. Stat. Data Anal. 76, 687--707 (2014; Zbl 06984003) Full Text: DOI