Lu, Wenqi; Qin, Guoyou; Zhu, Zhongyi; Tu, Dongsheng Multiply robust subgroup identification for longitudinal data with dropouts via median regression. (English) Zbl 07321516 J. Multivariate Anal. 181, Article ID 104691, 15 p. (2021). MSC: 62H30 62M30 62F35 62P10 PDF BibTeX XML Cite \textit{W. Lu} et al., J. Multivariate Anal. 181, Article ID 104691, 15 p. (2021; Zbl 07321516) Full Text: DOI
Thomas, Abin; Vishwakarma, Gajendra K.; Bhattacharjee, Atanu Joint modeling of longitudinal and time-to-event data on multivariate protein biomarkers. (English) Zbl 1448.62189 J. Comput. Appl. Math. 381, Article ID 113016, 10 p. (2021). MSC: 62P10 62N05 62H11 92C40 PDF BibTeX XML Cite \textit{A. Thomas} et al., J. Comput. Appl. Math. 381, Article ID 113016, 10 p. (2021; Zbl 1448.62189) Full Text: DOI
Zhao, Zhihao; Zou, Guohua Average estimation of semiparametric models for high-dimensional longitudinal data. (English) Zbl 07331536 J. Syst. Sci. Complex. 33, No. 6, 2013-2047 (2020). MSC: 62 PDF BibTeX XML Cite \textit{Z. Zhao} and \textit{G. Zou}, J. Syst. Sci. Complex. 33, No. 6, 2013--2047 (2020; Zbl 07331536) Full Text: DOI
Nolan, Tui H.; Menictas, Marianne; Wand, Matt P. Streamlined variational inference with higher level random effects. (English) Zbl 07306862 J. Mach. Learn. Res. 21, Paper No. 157, 62 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{T. H. Nolan} et al., J. Mach. Learn. Res. 21, Paper No. 157, 62 p. (2020; Zbl 07306862) Full Text: Link
Biswas, Jayabrata; Ghosh, Pulak; Das, Kiranmoy A semi-parametric quantile regression approach to zero-inflated and incomplete longitudinal outcomes. (English) Zbl 07297166 AStA, Adv. Stat. Anal. 104, No. 2, 261-283 (2020). MSC: 62G08 62D10 62P10 62P20 PDF BibTeX XML Cite \textit{J. Biswas} et al., AStA, Adv. Stat. Anal. 104, No. 2, 261--283 (2020; Zbl 07297166) Full Text: DOI
Baghfalaki, Taban; Ganjali, Mojtaba A transition model for analyzing multivariate longitudinal data using Gaussian copula approach. (English) Zbl 07297164 AStA, Adv. Stat. Anal. 104, No. 2, 169-223 (2020). MSC: 62H05 62H11 62M10 62M30 62P10 PDF BibTeX XML Cite \textit{T. Baghfalaki} and \textit{M. Ganjali}, AStA, Adv. Stat. Anal. 104, No. 2, 169--223 (2020; Zbl 07297164) Full Text: DOI
Tian, Ruiqin; Xu, Dengke Variable selection for high-dimensional partially linear regression models with longitudinal missing data. (English) Zbl 07295285 J. Hangzhou Norm. Univ., Nat. Sci. 19, No. 3, 273-281 (2020). MSC: 62G05 62J05 62D10 PDF BibTeX XML Cite \textit{R. Tian} and \textit{D. Xu}, J. Hangzhou Norm. Univ., Nat. Sci. 19, No. 3, 273--281 (2020; Zbl 07295285) Full Text: DOI
Vanderweele, Tyler J.; Mathur, Maya B.; Chen, Ying Outcome-wide longitudinal designs for causal inference: a new template for empirical studies. (English) Zbl 07292531 Stat. Sci. 35, No. 3, 437-466 (2020). MSC: 62 PDF BibTeX XML Cite \textit{T. J. Vanderweele} et al., Stat. Sci. 35, No. 3, 437--466 (2020; Zbl 07292531) Full Text: DOI Euclid
Baena-Mirabete, S.; Espinal, Anna; Puig, Pedro Exploring the randomness of mentally generated head-tail sequences. (English) Zbl 07290033 Stat. Model. 20, No. 3, 225-248 (2020). MSC: 62 PDF BibTeX XML Cite \textit{S. Baena-Mirabete} et al., Stat. Model. 20, No. 3, 225--248 (2020; Zbl 07290033) Full Text: DOI
Chu, Chenghao; Zhang, Ying; Tu, Wanzhu Stochastic functional estimates in longitudinal models with interval-censored anchoring events. (English) Zbl 1454.62551 Scand. J. Stat. 47, No. 3, 638-661 (2020). MSC: 62R10 62N01 62H11 62G07 PDF BibTeX XML Cite \textit{C. Chu} et al., Scand. J. Stat. 47, No. 3, 638--661 (2020; Zbl 1454.62551) Full Text: DOI
Zhu, Yayuan; Huang, Xuelin; Li, Liang Dynamic prediction of time to a clinical event with sparse and irregularly measured longitudinal biomarkers. (English) Zbl 1448.62200 Biom. J. 62, No. 6, 1371-1393 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{Y. Zhu} et al., Biom. J. 62, No. 6, 1371--1393 (2020; Zbl 1448.62200) Full Text: DOI
You, Lu; Qiu, Andrew; Huang, Bin; Qiu, Peihua Early detection of high disease activity in juvenile idiopathic arthritis by sequential monitoring of patients’ health-related quality of life scores. (English) Zbl 1448.62196 Biom. J. 62, No. 5, 1343-1356 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{L. You} et al., Biom. J. 62, No. 5, 1343--1356 (2020; Zbl 1448.62196) 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 XML Cite \textit{D. Fouskakis} et al., Metron 78, No. 2, 255--270 (2020; Zbl 1452.62974) Full Text: DOI
Banerjee, Trambak; Mukherjee, Gourab; Dutta, Shantanu; Ghosh, Pulak A large-scale constrained joint modeling approach for predicting user activity, engagement, and churn with application to freemium mobile games. (English) Zbl 1445.62217 J. Am. Stat. Assoc. 115, No. 530, 538-554 (2020). MSC: 62M10 62N05 PDF BibTeX XML Cite \textit{T. Banerjee} et al., J. Am. Stat. Assoc. 115, No. 530, 538--554 (2020; Zbl 1445.62217) Full Text: DOI
Zhao, Mingtao; Xu, Xiaoli Asymptotic estimation for varying coefficient errors-in-variables models with longitudinal data. (Chinese. English summary) Zbl 07267262 Math. Appl. 33, No. 2, 349-357 (2020). MSC: 62G05 62G20 62H11 PDF BibTeX XML Cite \textit{M. Zhao} and \textit{X. Xu}, Math. Appl. 33, No. 2, 349--357 (2020; Zbl 07267262)
Nolan, Tui H.; Wand, Matt P. Streamlined solutions to multilevel sparse matrix problems. (English) Zbl 1450.65030 ANZIAM J. 62, No. 1, 18-41 (2020). MSC: 65F05 65F50 62-08 PDF BibTeX XML Cite \textit{T. H. Nolan} and \textit{M. P. Wand}, ANZIAM J. 62, No. 1, 18--41 (2020; Zbl 1450.65030) Full Text: DOI
Sato, Tomoharu Asymptotic bias of \(C_p\) type criterion for model selection in the GEE when the sample size and the cluster sizes are large. (English) Zbl 1450.62052 Hiroshima Math. J. 50, No. 2, 223-251 (2020). MSC: 62H12 62H11 62H30 62F07 PDF BibTeX XML Cite \textit{T. Sato}, Hiroshima Math. J. 50, No. 2, 223--251 (2020; Zbl 1450.62052) Full Text: DOI Euclid
Bai, Yongxin; Qian, Manling; Tian, Maozai Joint mean-covariance random effect model for longitudinal data. (English) Zbl 1441.62282 Biom. J. 62, No. 1, 7-23 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{Y. Bai} et al., Biom. J. 62, No. 1, 7--23 (2020; Zbl 1441.62282) Full Text: DOI
Bretó, Carles; Ionides, Edward L.; King, Aaron A. Panel data analysis via mechanistic models. (English) Zbl 1441.62226 J. Am. Stat. Assoc. 115, No. 531, 1178-1188 (2020). MSC: 62M10 65N75 62M20 62P10 PDF BibTeX XML Cite \textit{C. Bretó} et al., J. Am. Stat. Assoc. 115, No. 531, 1178--1188 (2020; Zbl 1441.62226) Full Text: DOI
Baghfalaki, Taban; Ganjali, Mojtaba A transition model for analysis of zero-inflated longitudinal count data using generalized Poisson regression model. (English) Zbl 1448.62109 REVSTAT 18, No. 1, 27-45 (2020). MSC: 62J02 62H11 62P10 PDF BibTeX XML Cite \textit{T. Baghfalaki} and \textit{M. Ganjali}, REVSTAT 18, No. 1, 27--45 (2020; Zbl 1448.62109) Full Text: Link
Zhou, Jie; Song, Xinyuan; Sun, Liuquan Continuous time hidden Markov model for longitudinal data. (English) Zbl 1448.62128 J. Multivariate Anal. 179, Article ID 104646, 15 p. (2020). MSC: 62M05 62H11 PDF BibTeX XML Cite \textit{J. Zhou} et al., J. Multivariate Anal. 179, Article ID 104646, 15 p. (2020; Zbl 1448.62128) Full Text: DOI
Wilson, Jeffrey R.; Vazquez-Arreola, Elsa; Chen, Ding-Geng Marginal models in analysis of correlated binary data with time dependent covariates. (English) Zbl 1444.62003 Emerging Topics in Statistics and Biostatistics. Cham: Springer (ISBN 978-3-030-48903-8/hbk; 978-3-030-48904-5/ebook). xxiii, 166 p. (2020). MSC: 62-02 62H20 62P10 PDF BibTeX XML Cite \textit{J. R. Wilson} et al., Marginal models in analysis of correlated binary data with time dependent covariates. Cham: Springer (2020; Zbl 1444.62003) Full Text: DOI
Cai, Li; Jin, Lei; Wang, Suojin Oracally efficient estimation and simultaneous inference in partially linear single-index models for longitudinal data. (English) Zbl 1445.62111 Electron. J. Stat. 14, No. 1, 2395-2438 (2020). MSC: 62H11 62G15 PDF BibTeX XML Cite \textit{L. Cai} et al., Electron. J. Stat. 14, No. 1, 2395--2438 (2020; Zbl 1445.62111) Full Text: DOI Euclid
Pullenayegum, Eleanor M. Meeting the assumptions of inverse-intensity weighting for longitudinal data subject to irregular follow-up: suggestions for the design and analysis of clinic-based cohort studies. (English) Zbl 07235648 Epidemiol. Methods 9, No. 1, Article ID 20180016, 17 p. (2020). MSC: 92B15 62P10 92C50 PDF BibTeX XML Cite \textit{E. M. Pullenayegum}, Epidemiol. Methods 9, No. 1, Article ID 20180016, 17 p. (2020; Zbl 07235648) Full Text: DOI
Wang, Kangning; Sun, Xiaofei Efficient parameter estimation and variable selection in partial linear varying coefficient quantile regression model with longitudinal data. (English) Zbl 1443.62109 Stat. Pap. 61, No. 3, 967-995 (2020). MSC: 62G08 62H11 62E20 62J02 PDF BibTeX XML Cite \textit{K. Wang} and \textit{X. Sun}, Stat. Pap. 61, No. 3, 967--995 (2020; Zbl 1443.62109) Full Text: DOI
Chen, Yaqing; Dawson, Matthew; Müller, Hans-Georg Rank dynamics for functional data. (English) Zbl 07212317 Comput. Stat. Data Anal. 149, Article ID 106963, 15 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{Y. Chen} et al., Comput. Stat. Data Anal. 149, Article ID 106963, 15 p. (2020; Zbl 07212317) Full Text: DOI
Yang, Yu-Chen; Lin, Tsung-I; Castro, Luis M.; Wang, Wan-Lun Extending finite mixtures of \(t\) linear mixed-effects models with concomitant covariates. (English) Zbl 07212312 Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{Y.-C. Yang} et al., Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020; Zbl 07212312) Full Text: DOI
Chu, Wanghuan; Li, Runze; Liu, Jingyuan; Reimherr, Matthew Feature selection for generalized varying coefficient mixed-effect models with application to obesity GWAS. (English) Zbl 1439.62217 Ann. Appl. Stat. 14, No. 1, 276-298 (2020). MSC: 62P10 62H11 92D10 PDF BibTeX XML Cite \textit{W. Chu} et al., Ann. Appl. Stat. 14, No. 1, 276--298 (2020; Zbl 1439.62217) Full Text: DOI Euclid
Hsu, Chih-Yuan; Chen, Yi-Hau; Yu, Ruoh-Rong; Hung, Tsung-Wei Assessing wage status transition and stagnation using quantile transition regression. (English) Zbl 1439.62246 Ann. Appl. Stat. 14, No. 1, 160-177 (2020). MSC: 62P20 62G08 62H11 62D20 PDF BibTeX XML Cite \textit{C.-Y. Hsu} et al., Ann. Appl. Stat. 14, No. 1, 160--177 (2020; Zbl 1439.62246) Full Text: DOI Euclid
Rha, Hyungmin; Kao, Ming-Hung; Pan, Rong Design optimal sampling plans for functional regression models. (English) Zbl 07198036 Comput. Stat. Data Anal. 146, Article ID 106925, 15 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{H. Rha} et al., Comput. Stat. Data Anal. 146, Article ID 106925, 15 p. (2020; Zbl 07198036) Full Text: DOI
Sato, Tomoharu; Inatsu, Yu A \(C_p\) type criterion for model selection in the GEE method when both scale and correlation parameters are unknown. (English) Zbl 1439.62145 Hiroshima Math. J. 50, No. 1, 85-115 (2020). MSC: 62H12 62F07 62H11 PDF BibTeX XML Cite \textit{T. Sato} and \textit{Y. Inatsu}, Hiroshima Math. J. 50, No. 1, 85--115 (2020; Zbl 1439.62145) Full Text: DOI Euclid
Lu, Fei; Xue, Liugen; Cai, Xiong GEE analysis in joint mean-covariance model for longitudinal data. (English) Zbl 1439.62140 Stat. Probab. Lett. 160, Article ID 108705, 7 p. (2020). MSC: 62H12 62J12 62H11 62G35 PDF BibTeX XML Cite \textit{F. Lu} et al., Stat. Probab. Lett. 160, Article ID 108705, 7 p. (2020; Zbl 1439.62140) Full Text: DOI
Thi Thu Pham, Huong; Pham, Hoa; Nur, Darfiana A Bayesian inference for the penalized spline joint models of longitudinal and time-to-event data: a prior sensitivity analysis. (English) Zbl 1436.62470 Monte Carlo Methods Appl. 26, No. 1, 49-68 (2020). MSC: 62N02 62F15 62P10 65D07 62H11 PDF BibTeX XML Cite \textit{H. Thi Thu Pham} et al., Monte Carlo Methods Appl. 26, No. 1, 49--68 (2020; Zbl 1436.62470) Full Text: DOI
Zhang, Hanze; Huang, Yangxin Quantile regression-based Bayesian joint modeling analysis of longitudinal-survival data, with application to an AIDS cohort study. (English) Zbl 1435.62358 Lifetime Data Anal. 26, No. 2, 339-368 (2020). MSC: 62N02 62P10 62G08 62H11 PDF BibTeX XML Cite \textit{H. Zhang} and \textit{Y. Huang}, Lifetime Data Anal. 26, No. 2, 339--368 (2020; Zbl 1435.62358) Full Text: DOI
Lee, Jarod Y. L.; Green, Peter J.; Ryan, Louise M. Analysis of grouped data using conjugate generalized linear mixed models. (English) Zbl 1435.62288 Biometrika 107, No. 1, 231-237 (2020). MSC: 62J12 62J05 62H11 PDF BibTeX XML Cite \textit{J. Y. L. Lee} et al., Biometrika 107, No. 1, 231--237 (2020; Zbl 1435.62288) Full Text: DOI
Lin, Chien-Ju; Wason, James M. S. Efficient analysis of time-to-event endpoints when the event involves a continuous variable crossing a threshold. (English) Zbl 1435.62393 J. Stat. Plann. Inference 208, 119-129 (2020). MSC: 62P10 62N05 62H11 PDF BibTeX XML Cite \textit{C.-J. Lin} and \textit{J. M. S. Wason}, J. Stat. Plann. Inference 208, 119--129 (2020; Zbl 1435.62393) Full Text: DOI
Tu, Catherine Y.; Park, Juhyun; Wang, Haonan Estimation of functional sparsity in nonparametric varying coefficient models for longitudinal data analysis. (English) Zbl 1444.62053 Stat. Sin. 30, No. 1, 439-465 (2020). MSC: 62G08 62H11 62R10 PDF BibTeX XML Cite \textit{C. Y. Tu} et al., Stat. Sin. 30, No. 1, 439--465 (2020; Zbl 1444.62053) Full Text: DOI
Lin, Fangzheng; Tang, Yanlin; Zhu, Zhongyi Weighted quantile regression in varying-coefficient model with longitudinal data. (English) Zbl 07178859 Comput. Stat. Data Anal. 145, Article ID 106915, 21 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{F. Lin} et al., Comput. Stat. Data Anal. 145, Article ID 106915, 21 p. (2020; Zbl 07178859) Full Text: DOI
Zhao, Weihua; Zhang, Weiping; Lian, Heng Marginal quantile regression for varying coefficient models with longitudinal data. (English) Zbl 1436.62152 Ann. Inst. Stat. Math. 72, No. 1, 213-234 (2020). MSC: 62G08 62H11 65D07 PDF BibTeX XML Cite \textit{W. Zhao} et al., Ann. Inst. Stat. Math. 72, No. 1, 213--234 (2020; Zbl 1436.62152) Full Text: DOI
Fang, Qian; Yu, Chen; Weiping, Zhang Regularized estimation of precision matrix for high-dimensional multivariate longitudinal data. (English) Zbl 1435.62190 J. Multivariate Anal. 176, Article ID 104580, 19 p. (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H12 62F12 62H11 62J07 62M10 PDF BibTeX XML Cite \textit{Q. Fang} et al., J. Multivariate Anal. 176, Article ID 104580, 19 p. (2020; Zbl 1435.62190) Full Text: DOI
Zhao, Yan-Yong Analysis of longitudinal data with semiparametric varying-coefficient mean-covariance models. (English) Zbl 1420.62184 J. Comput. Appl. Math. 363, 485-502 (2020). MSC: 62G08 62J12 62H12 62G20 PDF BibTeX XML Cite \textit{Y.-Y. Zhao}, J. Comput. Appl. Math. 363, 485--502 (2020; Zbl 1420.62184) Full Text: DOI
Bhuyan, Prajamitra; Biswas, Jayabrata; Ghosh, Pulak; Das, Kiranmoy A Bayesian two-stage regression approach of analysing longitudinal outcomes with endogeneity and incompleteness. (English) Zbl 07289529 Stat. Model. 19, No. 2, 157-173 (2019). MSC: 62 PDF BibTeX XML Cite \textit{P. Bhuyan} et al., Stat. Model. 19, No. 2, 157--173 (2019; Zbl 07289529) Full Text: DOI
Kulkarni, Hemant; Biswas, Jayabrata; Das, Kiranmoy A joint quantile regression model for multiple longitudinal outcomes. (English) Zbl 1437.62147 AStA, Adv. Stat. Anal. 103, No. 4, 453-473 (2019). MSC: 62G08 62H11 62M30 62P10 PDF BibTeX XML Cite \textit{H. Kulkarni} et al., AStA, Adv. Stat. Anal. 103, No. 4, 453--473 (2019; Zbl 1437.62147) Full Text: DOI
Mostafaiy, Behdad; Faridrohani, Mohammad Reza; Chenouri, Shojaeddin Optimal estimation in functional linear regression for sparse noise-contaminated data. (English. French summary) Zbl 07194114 Can. J. Stat. 47, No. 4, 524-559 (2019). MSC: 62 PDF BibTeX XML Cite \textit{B. Mostafaiy} et al., Can. J. Stat. 47, No. 4, 524--559 (2019; Zbl 07194114) Full Text: DOI
Park, Kayoung; Qiu, Peihua Comparing crossing hazard rate functions by joint modelling of survival and longitudinal data. (English) Zbl 07193903 J. Stat. Comput. Simulation 89, No. 18, 3391-3412 (2019). MSC: 62 PDF BibTeX XML Cite \textit{K. Park} and \textit{P. Qiu}, J. Stat. Comput. Simulation 89, No. 18, 3391--3412 (2019; Zbl 07193903) Full Text: DOI
Amiri, Mohammad Moqaddasi; Tapak, Leili; Faradmal, Javad A mixed-effects least square support vector regression model for three-level count data. (English) Zbl 07193868 J. Stat. Comput. Simulation 89, No. 15, 2801-2812 (2019). MSC: 62 PDF BibTeX XML Cite \textit{M. M. Amiri} et al., J. Stat. Comput. Simulation 89, No. 15, 2801--2812 (2019; Zbl 07193868) Full Text: DOI
Han, Shengtong; Zhang, Hongmei; Sheng, Wenhui; Arshad, Hasan The nested joint clustering via Dirichlet process mixture model. (English) Zbl 07193754 J. Stat. Comput. Simulation 89, No. 5, 815-830 (2019). MSC: 62 PDF BibTeX XML Cite \textit{S. Han} et al., J. Stat. Comput. Simulation 89, No. 5, 815--830 (2019; Zbl 07193754) Full Text: DOI
Hossain, Shakhawat; Hiebert, Ian; Mandal, Saumen Estimation strategy of multilevel model for ordinal longitudinal data. (English) Zbl 1436.62200 Jpn. J. Stat. Data Sci. 2, No. 2, 299-322 (2019). MSC: 62H12 62H11 62G07 PDF BibTeX XML Cite \textit{S. Hossain} et al., Jpn. J. Stat. Data Sci. 2, No. 2, 299--322 (2019; Zbl 1436.62200) Full Text: DOI
Chen, Chixiang; Shen, Biyi; Zhang, Lijun; Xue, Yuan; Wang, Ming Empirical-likelihood-based criteria for model selection on marginal analysis of longitudinal data with dropout missingness. (English) Zbl 1436.62522 Biometrics 75, No. 3, 950-965 (2019). MSC: 62P10 62B10 62D10 62H11 PDF BibTeX XML Cite \textit{C. Chen} et al., Biometrics 75, No. 3, 950--965 (2019; Zbl 1436.62522) Full Text: DOI
Mitani, Aya A.; Kaye, Elizabeth K.; Nelson, Kerrie P. Marginal analysis of ordinal clustered longitudinal data with informative cluster size. (English) Zbl 1436.62608 Biometrics 75, No. 3, 938-949 (2019). MSC: 62P10 62H30 62H11 PDF BibTeX XML Cite \textit{A. A. Mitani} et al., Biometrics 75, No. 3, 938--949 (2019; Zbl 1436.62608) Full Text: DOI
Su, Li; Li, Qiuju; Barrett, Jessica K.; Daniels, Michael J. A sensitivity analysis approach for informative dropout using shared parameter models. (English) Zbl 1436.62639 Biometrics 75, No. 3, 917-926 (2019). MSC: 62P10 62F15 62D10 62H11 92D30 PDF BibTeX XML Cite \textit{L. Su} et al., Biometrics 75, No. 3, 917--926 (2019; Zbl 1436.62639) Full Text: DOI
Chen, Stephanie T.; Xiao, Luo; Staicu, Ana-Maria A smoothing-based goodness-of-fit test of covariance for functional data. (English) Zbl 1436.62525 Biometrics 75, No. 2, 562-571 (2019). MSC: 62P10 62H25 62R10 PDF BibTeX XML Cite \textit{S. T. Chen} et al., Biometrics 75, No. 2, 562--571 (2019; Zbl 1436.62525) Full Text: DOI
Atkinson, Peter M.; Mateu, Jorge A conversation with Peter Diggle. (English) Zbl 1429.62008 Stat. Sci. 34, No. 3, 504-521 (2019). MSC: 62-03 01A70 62H11 PDF BibTeX XML Cite \textit{P. M. Atkinson} and \textit{J. Mateu}, Stat. Sci. 34, No. 3, 504--521 (2019; Zbl 1429.62008) Full Text: DOI Euclid
Wang, Jiangli; Chen, Yu; Zhang, Weiping Parsimonious mean-covariance modeling for longitudinal data with ARMA errors. (English) Zbl 1434.62101 J. Syst. Sci. Complex. 32, No. 6, 1675-1692 (2019). MSC: 62H12 62M10 62J12 62P10 PDF BibTeX XML Cite \textit{J. Wang} et al., J. Syst. Sci. Complex. 32, No. 6, 1675--1692 (2019; Zbl 1434.62101) Full Text: DOI
Drikvandi, Reza; Noorian, Sajad Testing random effects in linear mixed-effects models with serially correlated errors. (English) Zbl 1430.62227 Biom. J. 61, No. 4, 802-812 (2019). MSC: 62P10 PDF BibTeX XML Cite \textit{R. Drikvandi} and \textit{S. Noorian}, Biom. J. 61, No. 4, 802--812 (2019; Zbl 1430.62227) Full Text: DOI
Flynt, Abby; Dean, Nema Growth mixture modeling with measurement selection. (English) Zbl 1433.62157 J. Classif. 36, No. 1, 3-25 (2019). MSC: 62H30 62H11 PDF BibTeX XML Cite \textit{A. Flynt} and \textit{N. Dean}, J. Classif. 36, No. 1, 3--25 (2019; Zbl 1433.62157) Full Text: DOI
Teixeira, Laetitia; Sousa, Inês; Rodrigues, Anabela; Mendonça, Denisa Joint modelling of longitudinal and competing risks data in clinical research. (English) Zbl 1433.62317 REVSTAT 17, No. 2, 245-264 (2019). MSC: 62P10 62H11 62N05 PDF BibTeX XML Cite \textit{L. Teixeira} et al., REVSTAT 17, No. 2, 245--264 (2019; Zbl 1433.62317) Full Text: Link
Pardo, María Carmen; Alonso, Rosa Working correlation structure selection in GEE analysis. (English) Zbl 1432.62233 Stat. Pap. 60, No. 5, 1447-1467 (2019). MSC: 62J15 62H11 62H30 PDF BibTeX XML Cite \textit{M. C. Pardo} and \textit{R. Alonso}, Stat. Pap. 60, No. 5, 1447--1467 (2019; Zbl 1432.62233) Full Text: DOI
Hu, Xuemei; Yang, Weiming Semi-parametric small area inference in generalized semi-varying coefficient mixed effects models. (English) Zbl 1432.62023 Stat. Pap. 60, No. 4, 1039-1058 (2019). MSC: 62D05 62G09 PDF BibTeX XML Cite \textit{X. Hu} and \textit{W. Yang}, Stat. Pap. 60, No. 4, 1039--1058 (2019; Zbl 1432.62023) Full Text: DOI
Wikle, Nathan B.; Hanks, Ephraim M.; Hughes, David P. A dynamic individual-based model for high-resolution ant interactions. (English) Zbl 1427.92101 J. Agric. Biol. Environ. Stat. 24, No. 4, 589-609 (2019). MSC: 92D50 62P12 91D30 PDF BibTeX XML Cite \textit{N. B. Wikle} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 589--609 (2019; Zbl 1427.92101) Full Text: DOI
Dziak, John J.; Coffman, Donna L.; Reimherr, Matthew; Petrovich, Justin; Li, Runze; Shiffman, Saul; Shiyko, Mariya P. Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: interpretability for applied scientists. (English) Zbl 1434.62185 Stat. Surv. 13, 150-180 (2019). MSC: 62M10 62G08 62H25 62P10 62H11 PDF BibTeX XML Cite \textit{J. J. Dziak} et al., Stat. Surv. 13, 150--180 (2019; Zbl 1434.62185) Full Text: DOI Euclid
Mahdiyeh, Zahra; Kazemi, Iraj An innovative strategy on the construction of multivariate multimodal linear mixed-effects models. (English) Zbl 1428.62230 J. Multivariate Anal. 174, Article ID 104533, 18 p. (2019). MSC: 62H12 62J05 62F10 62E15 60E05 PDF BibTeX XML Cite \textit{Z. Mahdiyeh} and \textit{I. Kazemi}, J. Multivariate Anal. 174, Article ID 104533, 18 p. (2019; Zbl 1428.62230) Full Text: DOI
Chen, Ziqi; Gao, Qibing; Fu, Bo; Zhu, Hongtu Monotone nonparametric regression for functional/longitudinal data. (English) Zbl 1432.62137 Stat. Sin. 29, No. 4, 2229-2249 (2019). MSC: 62G30 62G08 PDF BibTeX XML Cite \textit{Z. Chen} et al., Stat. Sin. 29, No. 4, 2229--2249 (2019; Zbl 1432.62137) Full Text: DOI
Deng, Shirong; Zhao, Xingqiu Covariate-adjusted regression for distorted longitudinal data with informative observation times. (English) Zbl 1428.62390 J. Am. Stat. Assoc. 114, No. 527, 1241-1250 (2019). MSC: 62M10 62G05 62N01 PDF BibTeX XML Cite \textit{S. Deng} and \textit{X. Zhao}, J. Am. Stat. Assoc. 114, No. 527, 1241--1250 (2019; Zbl 1428.62390) Full Text: DOI
Lv, Jing; Guo, Chaohui Quantile estimations via modified Cholesky decomposition for longitudinal single-index models. (English) Zbl 1431.62163 Ann. Inst. Stat. Math. 71, No. 5, 1163-1199 (2019). MSC: 62G08 65D07 PDF BibTeX XML Cite \textit{J. Lv} and \textit{C. Guo}, Ann. Inst. Stat. Math. 71, No. 5, 1163--1199 (2019; Zbl 1431.62163) Full Text: DOI
Liu, Meimei; Zhang, Weiping; Chen, Yu Bayesian joint semiparametric mean-covariance modeling for longitudinal data. (English) Zbl 1429.62147 Commun. Math. Stat. 7, No. 3, 253-267 (2019). MSC: 62G08 62F15 62J12 PDF BibTeX XML Cite \textit{M. Liu} et al., Commun. Math. Stat. 7, No. 3, 253--267 (2019; Zbl 1429.62147) Full Text: DOI
Lin, Song; Yin, Changming Asymptotic properties of estimation of penalized generalized estimating equations for two-stage Logit models. (Chinese. English summary) Zbl 1438.62046 J. Guangxi Norm. Univ., Nat. Sci. 37, No. 2, 126-130 (2019). MSC: 62F12 62H11 62J05 PDF BibTeX XML Cite \textit{S. Lin} and \textit{C. Yin}, J. Guangxi Norm. Univ., Nat. Sci. 37, No. 2, 126--130 (2019; Zbl 1438.62046) Full Text: DOI
Lv, Jing; Guo, Chaohui; Wu, Jibo Smoothed empirical likelihood inference via the modified Cholesky decomposition for quantile varying coefficient models with longitudinal data. (English) Zbl 1420.62177 Test 28, No. 3, 999-1032 (2019). MSC: 62G08 62G20 62G35 PDF BibTeX XML Cite \textit{J. Lv} et al., Test 28, No. 3, 999--1032 (2019; Zbl 1420.62177) Full Text: DOI
Matos, Larissa A.; Lachos, Víctor H.; Lin, Tsung-I; Castro, Luis M. Heavy-tailed longitudinal regression models for censored data: a robust parametric approach. (English) Zbl 1420.62100 Test 28, No. 3, 844-878 (2019). MSC: 62F10 62J05 PDF BibTeX XML Cite \textit{L. A. Matos} et al., Test 28, No. 3, 844--878 (2019; Zbl 1420.62100) Full Text: DOI
Sun, Jiehuan; Herazo-Maya, Jose D.; Wang, Jane-Ling; Kaminski, Naftali; Zhao, Hongyu LCox: a tool for selecting genes related to survival outcomes using longitudinal gene expression data. (English) Zbl 1420.92034 Stat. Appl. Genet. Mol. Biol. 18, No. 2, Article ID 20170060, 9 p. (2019). MSC: 92C40 62P10 PDF BibTeX XML Cite \textit{J. Sun} et al., Stat. Appl. Genet. Mol. Biol. 18, No. 2, Article ID 20170060, 9 p. (2019; Zbl 1420.92034) Full Text: DOI
Moghimbeygi, Meisam; Golalizadeh, Mousa A longitudinal model for shapes through triangulation. (English) Zbl 1427.62043 AStA, Adv. Stat. Anal. 103, No. 1, 99-121 (2019). MSC: 62H10 62H11 62J02 62P10 PDF BibTeX XML Cite \textit{M. Moghimbeygi} and \textit{M. Golalizadeh}, AStA, Adv. Stat. Anal. 103, No. 1, 99--121 (2019; Zbl 1427.62043) Full Text: DOI
Lee, Keunbaik; Jung, Hoimin; Yoo, Jae Keun Modeling of the ARMA random effects covariance matrix in logistic random effects models. (English) Zbl 1427.62065 Stat. Methods Appl. 28, No. 2, 281-299 (2019). MSC: 62J12 62H12 62P10 PDF BibTeX XML Cite \textit{K. Lee} et al., Stat. Methods Appl. 28, No. 2, 281--299 (2019; Zbl 1427.62065) Full Text: DOI
Balan, R. M.; Jankovic, D. Asymptotic theory for longitudinal data with missing responses adjusted by inverse probability weights. (English) Zbl 1431.62306 Math. Methods Stat. 28, No. 2, 83-103 (2019). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J12 62F12 62D10 62P10 PDF BibTeX XML Cite \textit{R. M. Balan} and \textit{D. Jankovic}, Math. Methods Stat. 28, No. 2, 83--103 (2019; Zbl 1431.62306) Full Text: DOI
Young, Jessica G.; Logan, Roger W.; Robins, James M.; Hernán, Miguel A. Inverse probability weighted estimation of risk under representative interventions in observational studies. (English) Zbl 1420.62152 J. Am. Stat. Assoc. 114, No. 526, 938-947 (2019). MSC: 62G05 62N01 PDF BibTeX XML Cite \textit{J. G. Young} et al., J. Am. Stat. Assoc. 114, No. 526, 938--947 (2019; Zbl 1420.62152) Full Text: DOI
Lee, Wonyul; Miranda, Michelle F.; Rausch, Philip; Baladandayuthapani, Veerabhadran; Fazio, Massimo; Downs, J. Crawford; Morris, Jeffrey S. Bayesian semiparametric functional mixed models for serially correlated functional data, with application to glaucoma data. (English) Zbl 1420.62456 J. Am. Stat. Assoc. 114, No. 526, 495-513 (2019). MSC: 62P10 62J05 62J07 62G08 PDF BibTeX XML Cite \textit{W. Lee} et al., J. Am. Stat. Assoc. 114, No. 526, 495--513 (2019; Zbl 1420.62456) Full Text: DOI
Cai, Quan; Wang, Suojin Inferences with generalized partially linear single-index models for longitudinal data. (English) Zbl 1418.62181 J. Stat. Plann. Inference 200, 146-160 (2019). MSC: 62G09 PDF BibTeX XML Cite \textit{Q. Cai} and \textit{S. Wang}, J. Stat. Plann. Inference 200, 146--160 (2019; Zbl 1418.62181) Full Text: DOI
Tang, Cheng Yong; Zhang, Weiping; Leng, Chenlei Discrete longitudinal data modeling with a mean-correlation regression approach. (English) Zbl 1422.62238 Stat. Sin. 29, No. 2, 853-876 (2019). MSC: 62J02 62H11 62P10 62H05 PDF BibTeX XML Cite \textit{C. Y. Tang} et al., Stat. Sin. 29, No. 2, 853--876 (2019; Zbl 1422.62238) Full Text: DOI
Li, Yu-Ling; Gao, Wei; Tang, Man-Lai; Zheng, Shu-Rong Two-step estimation for longitudinal data when the working correlation matrix is a linear combination of some known matrices. (English) Zbl 1421.62070 Acta Math. Appl. Sin., Engl. Ser. 35, No. 2, 264-273 (2019). MSC: 62H20 62H11 62P10 PDF BibTeX XML Cite \textit{Y.-L. Li} et al., Acta Math. Appl. Sin., Engl. Ser. 35, No. 2, 264--273 (2019; Zbl 1421.62070) Full Text: DOI
Yang, Hang; Chen, Zhuojian; Zhang, Weiping Bayesian nonlinear quantile regression approach for longitudinal ordinal data. (English) Zbl 1420.62181 Commun. Math. Stat. 7, No. 2, 123-140 (2019). MSC: 62G08 62F15 62J02 PDF BibTeX XML Cite \textit{H. Yang} et al., Commun. Math. Stat. 7, No. 2, 123--140 (2019; Zbl 1420.62181) Full Text: DOI
Lv, Jing; Guo, Chaohui; Wu, Jibo Subject-wise empirical likelihood inference for robust joint mean-covariance model with longitudinal data. (English) Zbl 07083301 Stat. Interface 12, No. 4, 617-630 (2019). MSC: 62H12 PDF BibTeX XML Cite \textit{J. Lv} et al., Stat. Interface 12, No. 4, 617--630 (2019; Zbl 07083301) Full Text: DOI
Zhang, Hongbin; Wu, Lang An approximate method for generalized linear and nonlinear mixed effects models with a mechanistic nonlinear covariate measurement error model. (English) Zbl 1434.62145 Metrika 82, No. 4, 471-499 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J02 62J05 62P10 62J10 PDF BibTeX XML Cite \textit{H. Zhang} and \textit{L. Wu}, Metrika 82, No. 4, 471--499 (2019; Zbl 1434.62145) Full Text: DOI
Xu, Lin; Tang, Man-Lai; Chen, Ziqi Analysis of longitudinal data by combining multiple dynamic covariance models. (English) Zbl 07074484 Stat. Interface 12, No. 3, 479-487 (2019). MSC: 62 PDF BibTeX XML Cite \textit{L. Xu} et al., Stat. Interface 12, No. 3, 479--487 (2019; Zbl 07074484) Full Text: DOI
Petterle, Ricardo Rasmussen; Bonat, Wagner Hugo; Scarpin, Cassius Tadeu Quasi-beta longitudinal regression model applied to water quality index data. (English) Zbl 1426.62355 J. Agric. Biol. Environ. Stat. 24, No. 2, 346-368 (2019). MSC: 62P12 62J12 62J20 PDF BibTeX XML Cite \textit{R. R. Petterle} et al., J. Agric. Biol. Environ. Stat. 24, No. 2, 346--368 (2019; Zbl 1426.62355) Full Text: DOI
Zhang, Yuexia; Qin, Guoyou; Zhu, Zhongyi; Xu, Wanghong A novel robust approach for analysis of longitudinal data. (English) Zbl 07060672 Comput. Stat. Data Anal. 138, 83-95 (2019). MSC: 62 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Comput. Stat. Data Anal. 138, 83--95 (2019; Zbl 07060672) Full Text: DOI
Xu, Lin; Xiang, Sijia; Yao, Weixin Robust maximum \(L_q\)-likelihood estimation of joint mean-covariance models for longitudinal data. (English) Zbl 1417.62146 J. Multivariate Anal. 171, 397-411 (2019). MSC: 62H12 62F12 62F35 62P10 PDF BibTeX XML Cite \textit{L. Xu} et al., J. Multivariate Anal. 171, 397--411 (2019; Zbl 1417.62146) Full Text: DOI
Zhang, Shen; Zhao, Peixin; Li, Gaorong; Xu, Wangli Nonparametric independence screening for ultra-high dimensional generalized varying coefficient models with longitudinal data. (English) Zbl 1417.62105 J. Multivariate Anal. 171, 37-52 (2019). MSC: 62G08 62J12 PDF BibTeX XML Cite \textit{S. Zhang} et al., J. Multivariate Anal. 171, 37--52 (2019; Zbl 1417.62105) Full Text: DOI
Li, Haocheng; Shu, Di; He, Wenqing; Yi, Grace Y. Variable selection via the composite likelihood method for multilevel longitudinal data with missing responses and covariates. (English) Zbl 07045223 Comput. Stat. Data Anal. 135, 25-34 (2019). MSC: 62 PDF BibTeX XML Cite \textit{H. Li} et al., Comput. Stat. Data Anal. 135, 25--34 (2019; Zbl 07045223) Full Text: DOI
Cai, Quan; Wang, Suojin Efficient estimation in partially linear single-index models for longitudinal data. (English) Zbl 1431.62137 Scand. J. Stat. 46, No. 1, 116-141 (2019). Reviewer: Ruxandra Stoean (Craiova) MSC: 62G07 62H12 PDF BibTeX XML Cite \textit{Q. Cai} and \textit{S. Wang}, Scand. J. Stat. 46, No. 1, 116--141 (2019; Zbl 1431.62137) Full Text: DOI
Pham, Huong Thi Thu Joint models for nonlinear longitudinal and time-to-event data using penalised splines. (Abstract of thesis). (English) Zbl 1409.62200 Bull. Aust. Math. Soc. 99, No. 2, 349-352 (2019). MSC: 62N05 62F15 PDF BibTeX XML Cite \textit{H. T. T. Pham}, Bull. Aust. Math. Soc. 99, No. 2, 349--352 (2019; Zbl 1409.62200) Full Text: DOI
Hu, Yueqin; Treinen, Raymond A one-step method for modelling longitudinal data with differential equations. (English) Zbl 1409.62239 Br. J. Math. Stat. Psychol. 72, No. 1, 38-60 (2019). MSC: 62P15 62H11 34B60 PDF BibTeX XML Cite \textit{Y. Hu} and \textit{R. Treinen}, Br. J. Math. Stat. Psychol. 72, No. 1, 38--60 (2019; Zbl 1409.62239) Full Text: DOI
Xu, Shizhong An alternative derivation of Harville’s restricted log likelihood function for variance component estimation. (English) Zbl 1412.62188 Biom. J. 61, No. 1, 157-161 (2019). MSC: 62P10 62H11 62J05 PDF BibTeX XML Cite \textit{S. Xu}, Biom. J. 61, No. 1, 157--161 (2019; Zbl 1412.62188) Full Text: DOI
Wang, Huixia Judy; Feng, Xingdong; Dong, Chen Copula-based quantile regression for longitudinal data. (English) Zbl 1412.62045 Stat. Sin. 29, No. 1, 245-264 (2019). MSC: 62G08 62H05 62M20 PDF BibTeX XML Cite \textit{H. J. Wang} et al., Stat. Sin. 29, No. 1, 245--264 (2019; Zbl 1412.62045) Full Text: DOI
Jiang, Hong-Yan; Yue, Rong-Xian Pseudo-Bayesian D-optimal designs for longitudinal Poisson mixed models with correlated errors. (English) Zbl 1417.62220 Comput. Stat. 34, No. 1, 71-87 (2019). MSC: 62K05 62J12 62P10 65C60 PDF BibTeX XML Cite \textit{H.-Y. Jiang} and \textit{R.-X. Yue}, Comput. Stat. 34, No. 1, 71--87 (2019; Zbl 1417.62220) Full Text: DOI
García, Oscar Estimating reducible stochastic differential equations by conversion to a least-squares problem. (English) Zbl 1417.65039 Comput. Stat. 34, No. 1, 23-46 (2019). MSC: 65C60 62M05 60H10 62P10 PDF BibTeX XML Cite \textit{O. García}, Comput. Stat. 34, No. 1, 23--46 (2019; Zbl 1417.65039) Full Text: DOI
Usami, Satoshi; Jacobucci, Ross; Hayes, Timothy The performance of latent growth curve model-based structural equation model trees to uncover population heterogeneity in growth trajectories. (English) Zbl 1417.65058 Comput. Stat. 34, No. 1, 1-22 (2019). MSC: 65C60 62P15 62H30 68T05 PDF BibTeX XML Cite \textit{S. Usami} et al., Comput. Stat. 34, No. 1, 1--22 (2019; Zbl 1417.65058) Full Text: DOI
Tang, Niansheng; Xia, Linli; Yan, Xiaodong Feature screening in ultrahigh-dimensional partially linear models with missing responses at random. (English) Zbl 07027255 Comput. Stat. Data Anal. 133, 208-227 (2019). MSC: 62 PDF BibTeX XML Cite \textit{N. Tang} et al., Comput. Stat. Data Anal. 133, 208--227 (2019; Zbl 07027255) Full Text: DOI
Andrews, Nichole; Cho, Hyunkeun Ryan Generalized growth curve models for longitudinal data in application to a randomized controlled trial. (English) Zbl 1411.62312 J. Korean Stat. Soc. 48, No. 1, 40-49 (2019). MSC: 62P10 62J02 62J12 62J15 62H11 PDF BibTeX XML Cite \textit{N. Andrews} and \textit{H. R. Cho}, J. Korean Stat. Soc. 48, No. 1, 40--49 (2019; Zbl 1411.62312) Full Text: DOI
Zhao, Peixin; Yang, Yiping A new orthogonality-based estimation for varying-coefficient partially linear models. (English) Zbl 1411.62197 J. Korean Stat. Soc. 48, No. 1, 29-39 (2019). MSC: 62J05 62H11 62G20 PDF BibTeX XML Cite \textit{P. Zhao} and \textit{Y. Yang}, J. Korean Stat. Soc. 48, No. 1, 29--39 (2019; Zbl 1411.62197) Full Text: DOI
Cespedes, Marcela I. Detection of longitudinal brain atrophy patterns consistent with progression towards Alzheimer’s disease. (Abstract of thesis). (English) Zbl 1407.62398 Bull. Aust. Math. Soc. 99, No. 1, 174-176 (2019). MSC: 62P10 62C10 60J10 62J10 65C05 92C55 PDF BibTeX XML Cite \textit{M. I. Cespedes}, Bull. Aust. Math. Soc. 99, No. 1, 174--176 (2019; Zbl 1407.62398) Full Text: DOI
Yue, Mu; Li, Jialiang; Cheng, Ming-Yen Two-step sparse boosting for high-dimensional longitudinal data with varying coefficients. (English) Zbl 06970992 Comput. Stat. Data Anal. 131, 222-234 (2019). MSC: 62 PDF BibTeX XML Cite \textit{M. Yue} et al., Comput. Stat. Data Anal. 131, 222--234 (2019; Zbl 06970992) Full Text: DOI