Ariyo, Oludare; Lesaffre, Emmanuel; Verbeke, Geert; Quintero, Adrian Model selection for Bayesian linear mixed models with longitudinal data: sensitivity to the choice of priors. (English) Zbl 1524.62116 Commun. Stat., Simulation Comput. 51, No. 4, 1591-1615 (2022). MSC: 62F15 62J05 62H12 62P10 PDFBibTeX XMLCite \textit{O. Ariyo} et al., Commun. Stat., Simulation Comput. 51, No. 4, 1591--1615 (2022; Zbl 1524.62116) Full Text: DOI
Marquart, Louise; Verbeke, Geert Vertex Exchange Method for non-parametric estimation of mixing distributions in logistic mixed models. (English) Zbl 07381255 Stat. Model. 21, No. 4, 359-377 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Marquart} and \textit{G. Verbeke}, Stat. Model. 21, No. 4, 359--377 (2021; Zbl 07381255) Full Text: DOI
Ariyo, Oludare; Quintero, Adrian; Muñoz, Johanna; Verbeke, Geert; Lesaffre, Emmanuel Bayesian model selection in linear mixed models for longitudinal data. (English) Zbl 1521.62244 J. Appl. Stat. 47, No. 5, 890-913 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Ariyo} et al., J. Appl. Stat. 47, No. 5, 890--913 (2020; Zbl 1521.62244) Full Text: DOI
Flórez, Alvaro J.; Molenberghs, Geert; Verbeke, Geert; Kenward, Michael G.; Mamouris, Pavlos; Vaes, Bert Fast two-stage estimator for clustered count data with overdispersion. (English) Zbl 07193861 J. Stat. Comput. Simulation 89, No. 14, 2678-2693 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{A. J. Flórez} et al., J. Stat. Comput. Simulation 89, No. 14, 2678--2693 (2019; Zbl 07193861) Full Text: DOI Link
Oliveira, I. R. C.; Molenberghs, G.; Verbeke, G.; Demétrio, C. G. B.; Dias, C. T. S. Negative variance components for non-negative hierarchical data with correlation, over-, and/or underdispersion. (English) Zbl 1516.62517 J. Appl. Stat. 44, No. 6, 1047-1063 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{I. R. C. Oliveira} et al., J. Appl. Stat. 44, No. 6, 1047--1063 (2017; Zbl 1516.62517) Full Text: DOI Link
Rikhtehgaran, Reyhaneh; Kazemi, Iraj; Verbeke, Geert A comparative study on estimation methods to deal with the endogeneity in linear random-intercept models with an extension. (English) Zbl 1492.62123 J. Stat. Comput. Simulation 87, No. 1, 171-186 (2017). MSC: 62J99 62J05 PDFBibTeX XMLCite \textit{R. Rikhtehgaran} et al., J. Stat. Comput. Simulation 87, No. 1, 171--186 (2017; Zbl 1492.62123) Full Text: DOI Link
Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B. Hierarchical models with normal and conjugate random effects: a review. (English) Zbl 1384.62269 SORT 41, No. 2, 191-254 (2017). MSC: 62J12 62P10 62-02 PDFBibTeX XMLCite \textit{G. Molenberghs} et al., SORT 41, No. 2, 191--254 (2017; Zbl 1384.62269) Full Text: DOI
van der Elst, W.; Hermans, L.; Verbeke, G.; Kenward, M. G.; Nassiri, V.; Molenberghs, G. Unbalanced cluster sizes and rates of convergence in mixed-effects models for clustered data. (English) Zbl 1510.62457 J. Stat. Comput. Simulation 86, No. 11, 2123-2139 (2016). MSC: 62P10 62J99 62-08 PDFBibTeX XMLCite \textit{W. van der Elst} et al., J. Stat. Comput. Simulation 86, No. 11, 2123--2139 (2016; Zbl 1510.62457) Full Text: DOI Link
Ivanova, Anna; Molenberghs, Geert; Verbeke, Geert A model for overdispersed hierarchical ordinal data. (English) Zbl 07257910 Stat. Model. 14, No. 5, 399-415 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Ivanova} et al., Stat. Model. 14, No. 5, 399--415 (2014; Zbl 07257910) Full Text: DOI
Vangeneugden, Tony; Molenberghs, Geert; Verbeke, Geert; Demétrio, Clarice G. B. Marginal correlation from logit- and probit-beta-normal models for hierarchical binary data. (English) Zbl 1309.62017 Commun. Stat., Theory Methods 43, No. 19, 4164-4178 (2014). MSC: 62-07 62P10 PDFBibTeX XMLCite \textit{T. Vangeneugden} et al., Commun. Stat., Theory Methods 43, No. 19, 4164--4178 (2014; Zbl 1309.62017) Full Text: DOI Link
Drikvandi, Reza; Khodadadi, Ahmad; Verbeke, Geert Testing variance components in balanced linear growth curve models. (English) Zbl 1514.62138 J. Appl. Stat. 39, No. 3, 563-572 (2012). MSC: 62J10 62F05 62P10 PDFBibTeX XMLCite \textit{R. Drikvandi} et al., J. Appl. Stat. 39, No. 3, 563--572 (2012; Zbl 1514.62138) Full Text: DOI Link
Luts, Jan; Molenberghs, Geert; Verbeke, Geert; Van Huffel, Sabine; Suykens, Johan A. K. A mixed effects least squares support vector machine model for classification of longitudinal data. (English) Zbl 1239.62077 Comput. Stat. Data Anal. 56, No. 3, 611-628 (2012). MSC: 62H30 68T05 65C60 PDFBibTeX XMLCite \textit{J. Luts} et al., Comput. Stat. Data Anal. 56, No. 3, 611--628 (2012; Zbl 1239.62077) Full Text: DOI
Molenberghs, Geert; Verbeke, Geert A note on a hierarchical interpretation for negative variance components. (English) Zbl 1420.62012 Stat. Model. 11, No. 5, 389-408 (2011). MSC: 62A01 62J10 62J12 62H30 62P10 PDFBibTeX XMLCite \textit{G. Molenberghs} and \textit{G. Verbeke}, Stat. Model. 11, No. 5, 389--408 (2011; Zbl 1420.62012) Full Text: DOI
Pryseley, Assam; Tchonlafi, Clotaire; Verbeke, Geert; Molenberghs, Geert Estimating negative variance components from Gaussian and non-Gaussian data: a mixed models approach. (English) Zbl 1284.62060 Comput. Stat. Data Anal. 55, No. 2, 1071-1085 (2011). MSC: 62-07 62H20 62J12 PDFBibTeX XMLCite \textit{A. Pryseley} et al., Comput. Stat. Data Anal. 55, No. 2, 1071--1085 (2011; Zbl 1284.62060) Full Text: DOI
Verbeke, Geert; Molenberghs, Geert Arbitrariness of models for augmented and coarse data, with emphasis on incomplete data and random effects models. (English) Zbl 07256831 Stat. Model. 10, No. 4, 391-419 (2010). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{G. Molenberghs}, Stat. Model. 10, No. 4, 391--419 (2010; Zbl 07256831) Full Text: DOI
De Wolf, J.; Duchateau, L.; Verbeke, G.; Schrevens, E. Discovering transgenic elite events: using information from early screening trials for improving experimental design. (English) Zbl 1306.62265 J. Agric. Biol. Environ. Stat. 15, No. 3, 403-415 (2010). MSC: 62P12 92D20 62K99 PDFBibTeX XMLCite \textit{J. De Wolf} et al., J. Agric. Biol. Environ. Stat. 15, No. 3, 403--415 (2010; Zbl 1306.62265) Full Text: DOI
Molenberghs, Geert; Verbeke, Geert Longitudinal and incomplete clinical studies. (English) Zbl 1328.62593 J. Jpn. Soc. Comput. Stat. 22, No. 1, 1-32 (2009). MSC: 62P10 PDFBibTeX XMLCite \textit{G. Molenberghs} and \textit{G. Verbeke}, J. Jpn. Soc. Comput. Stat. 22, No. 1, 1--32 (2009; Zbl 1328.62593) Full Text: DOI
Faes, Christel; Molenberghs, Geert; Aerts, Marc; Verbeke, Geert; Kenward, Michael G. The effective sample size and an alternative small-sample degrees-of-freedom method. (English) Zbl 1182.62098 Am. Stat. 63, No. 4, 389-399 (2009). MSC: 62G10 62H20 PDFBibTeX XMLCite \textit{C. Faes} et al., Am. Stat. 63, No. 4, 389--399 (2009; Zbl 1182.62098) Full Text: DOI Link
Verbeke, Geert; Molenberghs, Geert; Beunckens, Caroline Formal and informal model selection with incomplete data. (English) Zbl 1327.62027 Stat. Sci. 23, No. 2, 201-218 (2008). MSC: 62-07 PDFBibTeX XMLCite \textit{G. Verbeke} et al., Stat. Sci. 23, No. 2, 201--218 (2008; Zbl 1327.62027) Full Text: DOI arXiv Euclid
Fieuws, Steffen; Verbeke, Geert; Maes, Bart; Vanrenterghem, Yves Predicting renal graft failure using multivariate longitudinal profiles. (English) Zbl 1143.62075 Biostatistics 9, No. 3, 419-431 (2008). MSC: 62P10 62J12 62H30 62F15 PDFBibTeX XMLCite \textit{S. Fieuws} et al., Biostatistics 9, No. 3, 419--431 (2008; Zbl 1143.62075) Full Text: DOI
Verbeke, Geert; Fieuws, Steffen The effect of miss-specified baseline characteristics on inference for longitudinal trends in linear mixed models. (English) Zbl 1267.62081 Biostatistics 8, No. 4, 772-783 (2007). MSC: 62J05 62H12 PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{S. Fieuws}, Biostatistics 8, No. 4, 772--783 (2007; Zbl 1267.62081) Full Text: DOI
Jansen, Ivy; Hens, Niel; Molenberghs, Geert; Aerts, Marc; Verbeke, Geert; Kenward, Michael G. The nature of sensitivity in monotone missing not at random models. (English) Zbl 1431.62497 Comput. Stat. Data Anal. 50, No. 3, 830-858 (2006). MSC: 62P10 PDFBibTeX XMLCite \textit{I. Jansen} et al., Comput. Stat. Data Anal. 50, No. 3, 830--858 (2006; Zbl 1431.62497) Full Text: DOI Link
Jansen, Ivy; Beunckens, Caroline; Molenberghs, Geert; Verbeke, Geert; Mallinckrodt, Craig Analyzing incomplete discrete longitudinal clinical trial data. (English) Zbl 1426.62316 Stat. Sci. 21, No. 1, 52-69 (2006). MSC: 62P10 62J12 PDFBibTeX XMLCite \textit{I. Jansen} et al., Stat. Sci. 21, No. 1, 52--69 (2006; Zbl 1426.62316) Full Text: DOI arXiv Euclid
Fieuws, Steffen; Verbeke, Geert; Boen, Filip; Delecluse, Christophe High dimensional multivariate mixed models for binary questionnaire data. (English) Zbl 1490.62403 J. R. Stat. Soc., Ser. C, Appl. Stat. 55, No. 4, 449-460 (2006). MSC: 62P15 62J05 PDFBibTeX XMLCite \textit{S. Fieuws} et al., J. R. Stat. Soc., Ser. C, Appl. Stat. 55, No. 4, 449--460 (2006; Zbl 1490.62403) Full Text: DOI
Verbeke, G.; Fieuws, S.; Lesaffre, E.; Kato, B. S.; Foreman, M. D.; Broos, P. L. O.; Milisen, K. A comparison of procedures to correct for base-line differences in the analysis of continuous longitudinal data: a case-study. (English) Zbl 1490.62181 J. R. Stat. Soc., Ser. C, Appl. Stat. 55, No. 1, 93-101 (2006). MSC: 62J05 62P10 PDFBibTeX XMLCite \textit{G. Verbeke} et al., J. R. Stat. Soc., Ser. C, Appl. Stat. 55, No. 1, 93--101 (2006; Zbl 1490.62181) Full Text: DOI Link
Fieuws, Steffen; Verbeke, Geert Pairwise fitting of mixed models for the joint modeling of multivariate longitudinal profiles. (English) Zbl 1097.62058 Biometrics 62, No. 2, 424-431 (2006). MSC: 62H99 62P10 62N02 PDFBibTeX XMLCite \textit{S. Fieuws} and \textit{G. Verbeke}, Biometrics 62, No. 2, 424--431 (2006; Zbl 1097.62058) Full Text: DOI
Verbeke, Geert; Molenberghs, Geert Longitudinal and incomplete clinical studies. (English) Zbl 1416.62623 Metron 63, No. 2, 143-176 (2005). MSC: 62P10 PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{G. Molenberghs}, Metron 63, No. 2, 143--176 (2005; Zbl 1416.62623)
Molenberghs, Geert; Verbeke, Geert Models for discrete longitudinal data. (English) Zbl 1093.62002 Springer Series in Statistics. New York, NY: Springer (ISBN 0-387-25144-8/hbk). xxii, 683 p. (2005). Reviewer: T. Postelnicu (Bucureşti) MSC: 62-02 62J12 62-04 65C60 PDFBibTeX XMLCite \textit{G. Molenberghs} and \textit{G. Verbeke}, Models for discrete longitudinal data. New York, NY: Springer (2005; Zbl 1093.62002) Full Text: DOI
Molenberghs, Geert; Verbeke, Geert Meaningful statistical models formulations for repeated measures. (English) Zbl 1074.62002 Stat. Sin. 14, No. 3, 989-1020 (2004). MSC: 62A01 62J12 62F03 PDFBibTeX XMLCite \textit{G. Molenberghs} and \textit{G. Verbeke}, Stat. Sin. 14, No. 3, 989--1020 (2004; Zbl 1074.62002)
Verbeke, Geert; Molenberghs, Geert The use of score tests for inference on variance components. (English) Zbl 1210.62013 Biometrics 59, No. 2, 254-262 (2003). MSC: 62F03 62J10 PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{G. Molenberghs}, Biometrics 59, No. 2, 254--262 (2003; Zbl 1210.62013) Full Text: DOI Link
Morrell, Christopher H.; Brant, Larry J.; Pearson, Jay D.; Verbeke, Geert N.; Fleg, Jerome L. Applying linear mixed-effects models to the problem of measurement error in epidemiologic studies. (English) Zbl 1075.62649 Commun. Stat., Simulation Comput. 32, No. 2, 437-459 (2003). MSC: 62P10 62J12 PDFBibTeX XMLCite \textit{C. H. Morrell} et al., Commun. Stat., Simulation Comput. 32, No. 2, 437--459 (2003; Zbl 1075.62649) Full Text: DOI
Spiessens, Bart; Lesaffre, Emmanuel; Verbeke, Geert; Kim, Kyungmann Group sequential methods for an ordinal logistic random-effects model under misspecification. (English) Zbl 1210.62206 Biometrics 58, No. 3, 569-575 (2002). MSC: 62P10 62L10 62H10 62J12 62F10 65C60 PDFBibTeX XMLCite \textit{B. Spiessens} et al., Biometrics 58, No. 3, 569--575 (2002; Zbl 1210.62206) Full Text: DOI
Thijs, Herbert; Molenberghs, Geert; Michiels, Bart; Verbeke, Geert; Curran, Desmond Strategies to fit pattern-mixture models. (English) Zbl 1133.62371 Biostatistics 3, No. 2, 245-265 (2002). MSC: 62P10 62J99 62J05 PDFBibTeX XMLCite \textit{H. Thijs} et al., Biostatistics 3, No. 2, 245--265 (2002; Zbl 1133.62371) Full Text: DOI
Verbeke, Geert; Molenberghs, Geert; Thijs, Herbert; Lesaffre, Emmanuel; Kenward, Michael G. Sensitivity analysis for nonrandom dropout: a local influence approach. (English) Zbl 1209.62170 Biometrics 57, No. 1, 7-14 (2001). MSC: 62J20 62F35 62P10 PDFBibTeX XMLCite \textit{G. Verbeke} et al., Biometrics 57, No. 1, 7--14 (2001; Zbl 1209.62170) Full Text: DOI
Molenberghs, Geert; Verbeke, Geert A review on linear mixed models for longitudinal data, possibly subject to dropout. (English) Zbl 1106.62069 Stat. Model. 1, No. 4, 235-269 (2001). MSC: 62J05 62J99 PDFBibTeX XMLCite \textit{G. Molenberghs} and \textit{G. Verbeke}, Stat. Model. 1, No. 4, 235--269 (2001; Zbl 1106.62069)
Lesaffre, Emmanuel; Todem, David; Verbeke, Geert; Kenward, Mike Flexible modelling of the covariance matrix in a linear random effects model. (English) Zbl 0961.62102 Biom. J. 42, No. 7, 807-822 (2000). MSC: 62P10 62J10 PDFBibTeX XMLCite \textit{E. Lesaffre} et al., Biom. J. 42, No. 7, 807--822 (2000; Zbl 0961.62102) Full Text: DOI
Thijs, Herbert; Molenberghs, Geert; Verbeke, Geert The milk protein trial: Influence analysis of the dropout process. (English) Zbl 0986.62098 Biom. J. 42, No. 5, 617-646 (2000). MSC: 62P10 62J99 PDFBibTeX XMLCite \textit{H. Thijs} et al., Biom. J. 42, No. 5, 617--646 (2000; Zbl 0986.62098) Full Text: DOI
Verbeke, Geert; Molenberghs, Geert Linear mixed models for longitudinal data. (English) Zbl 0956.62055 Springer Series in Statistics. Berlin: Springer. xxii, 568 p. (2000). Reviewer: Wang Songgui (Beijing) MSC: 62J99 62-01 62-02 62P10 PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{G. Molenberghs}, Linear mixed models for longitudinal data. Berlin: Springer (2000; Zbl 0956.62055) Full Text: DOI
Verbeke, Geert; Lesaffre, Emmanuel The effect to drop-out on the efficiency of longitudinal experiments. (English) Zbl 0939.62115 J. R. Stat. Soc., Ser. C, Appl. Stat. 48, No. 3, 363-375 (1999). MSC: 62P10 PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{E. Lesaffre}, J. R. Stat. Soc., Ser. C, Appl. Stat. 48, No. 3, 363--375 (1999; Zbl 0939.62115) Full Text: DOI
Lesaffre, Emmanuel; Verbeke, Geert Local influence in linear mixed models. (English) Zbl 1058.62623 Biometrics 54, No. 2, 570-582 (1998). MSC: 62P10 65C60 PDFBibTeX XMLCite \textit{E. Lesaffre} and \textit{G. Verbeke}, Biometrics 54, No. 2, 570--582 (1998; Zbl 1058.62623) Full Text: DOI
Verbeke, Geert; Lesaffre, Emmanuel The linear mixed model. A critical investigation in the context of longitudinal data. (English) Zbl 0895.62078 Gregoire, Timothy G. (ed.) et al., Modelling longitudinal and spatially correlated data: methods, applications, and future directions. Proceedings of the conference, Nantucket, USA, October 1996. New York: Springer. Lect. Notes Stat., Springer-Verlag. 122, 89-99 (1997). MSC: 62J12 62F12 62F15 PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{E. Lesaffre}, in: Modelling longitudinal and spatially correlated data: methods, applications, and future directions. Proceedings of the conference, Nantucket, USA, October 1996. New York: Springer. 89--99 (1997; Zbl 0895.62078)
Verbeke, Geert (ed.); Molenberghs, Geert (ed.) Linear mixed models in practice: a SAS-oriented approach. (English) Zbl 0882.62064 Lecture Notes in Statistics (Springer). 126. New York, NY: Springer. xiii, 306 p. (1997). Reviewer: E.Ursianu (Bucureşti) MSC: 62J99 62-04 00B15 65C99 62P99 PDFBibTeX XMLCite \textit{G. Verbeke} (ed.) and \textit{G. Molenberghs} (ed.), Linear mixed models in practice: a SAS-oriented approach. New York, NY: Springer (1997; Zbl 0882.62064)
Verbeke, Geert; Lesaffre, Emmanuel A linear mixed-effects model with heterogeneity in the random-effects population. (English) Zbl 0870.62057 J. Am. Stat. Assoc. 91, No. 433, 217-221 (1996). MSC: 62J10 62C12 PDFBibTeX XMLCite \textit{G. Verbeke} and \textit{E. Lesaffre}, J. Am. Stat. Assoc. 91, No. 433, 217--221 (1996; Zbl 0870.62057) Full Text: DOI