Scalable and robust latent trajectory class analysis using artificial likelihood
Author
Abstract
Suggested Citation
DOI: 10.1111/biom.13366
Download full text from publisher
References listed on IDEAS
- Wang, Chen-Pin & Hendricks Brown, C. & Bandeen-Roche, Karen, 2005. "Residual Diagnostics for Growth Mixture Models: Examining the Impact of a Preventive Intervention on Multiple Trajectories of Aggressive Behavior," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 1054-1076, September.
- Hong, Han & Preston, Bruce & Shum, Matthew, 2003. "Generalized Empirical Likelihood–Based Model Selection Criteria For Moment Condition Models," Econometric Theory, Cambridge University Press, vol. 19(6), pages 923-943, December.
- Bahjat F. Qaqish, 2003. "A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations," Biometrika, Biometrika Trust, vol. 90(2), pages 455-463, June.
- Gilles Celeux & Gilda Soromenho, 1996. "An entropy criterion for assessing the number of clusters in a mixture model," Journal of Classification, Springer;The Classification Society, vol. 13(2), pages 195-212, September.
- Beth A. Reboussin & Kung-Yee Liang & David M. Reboussin, 1999. "Estimating Equations for a Latent Transit ion Model with Multiple Discrete Indicators," Biometrics, The International Biometric Society, vol. 55(3), pages 839-845, September.
- Proust-Lima, Cécile & Philipps, Viviane & Liquet, Benoit, 2017. "Estimation of Extended Mixed Models Using Latent Classes and Latent Processes: The R Package lcmm," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 78(i02).
- Wang, You-Gan & Hin, Lin-Yee, 2010. "Modeling strategies in longitudinal data analysis: Covariate, variance function and correlation structure selection," Computational Statistics & Data Analysis, Elsevier, vol. 54(12), pages 3359-3370, December.
- Beth A Reboussin & Michael E Miller & Kurt K Lohman & Thomas R Ten Have, 2002. "Latent class models for longitudinal studies of the elderly with data missing at random," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 51(1), pages 69-90, January.
- Cécile Proust & Hélène Jacqmin-Gadda & Jeremy M. G. Taylor & Julien Ganiayre & Daniel Commenges, 2006. "A Nonlinear Model with Latent Process for Cognitive Evolution Using Multivariate Longitudinal Data," Biometrics, The International Biometric Society, vol. 62(4), pages 1014-1024, December.
- Lan Wang & Annie Qu, 2009. "Consistent model selection and data‐driven smooth tests for longitudinal data in the estimating equations approach," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(1), pages 177-190, January.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Mélissa Lemoine & Gerhard Gmel & Simon Foster & Simon Marmet & Joseph Studer, 2020. "Multiple trajectories of alcohol use and the development of alcohol use disorder: Do Swiss men mature-out of problematic alcohol use during emerging adulthood?," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-17, January.
- Emilie Lévêque & Aude Lacourt & Viviane Philipps & Danièle Luce & Pascal Guénel & Isabelle Stücker & Cécile Proust-Lima & Karen Leffondré, 2020. "A new trajectory approach for investigating the association between an environmental or occupational exposure over lifetime and the risk of chronic disease: Application to smoking, asbestos, and lung ," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-14, August.
- Bartolucci, Francesco & Giorgio E., Montanari & Pandolfi, Silvia, 2012. "Item selection by an extended Latent Class model: An application to nursing homes evaluation," MPRA Paper 38757, University Library of Munich, Germany.
- Jiang, Jiakun & Lin, Huazhen & Zhong, Qingzhi & Li, Yi, 2022. "Analysis of multivariate non-gaussian functional data: A semiparametric latent process approach," Journal of Multivariate Analysis, Elsevier, vol. 189(C).
- Julian Aichholzer & Sylvia Kritzinger & Carolina Plescia, 2021. "National identity profiles and support for the European Union," European Union Politics, , vol. 22(2), pages 293-315, June.
- Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2019.
"The many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences,"
Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1025-1069.
- Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2016. "The Many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," Working Papers 1603, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz, revised 01 Feb 2016.
- Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2018. "The Many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," CESifo Working Paper Series 7240, CESifo.
- Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2018. "The Many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," Working Papers 2018-079, Human Capital and Economic Opportunity Working Group.
- Bruhin, Adrian & Fehr, Ernst & Schunk, Daniel, 2018. "The Many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," IZA Discussion Papers 11815, Institute of Labor Economics (IZA).
- Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2016. "The Many Faces of Human Sociality:Uncovering the Distribution and Stability of Social Preferences," Cahiers de Recherches Economiques du Département d'économie 16.01, Université de Lausanne, Faculté des HEC, Département d’économie.
- Adrian Bruhin & Ernst Fehr & Daniel Schunk, 2016. "The Many Faces of Human Sociality: Uncovering the Distribution and Stability of Social Preferences," CESifo Working Paper Series 5744, CESifo.
- Guosheng Yin & Yu Shen, 2005. "Adaptive Design and Estimation in Randomized Clinical Trials with Correlated Observations," Biometrics, The International Biometric Society, vol. 61(2), pages 362-369, June.
- Nicoleta Serban & Huijing Jiang, 2012. "Multilevel Functional Clustering Analysis," Biometrics, The International Biometric Society, vol. 68(3), pages 805-814, September.
- Jacky C. K. Ng & Joanne Y. H. Chong & Hilary K. Y. Ng, 2023. "The way I see the world, the way I envy others: a person-centered investigation of worldviews and the malicious and benign forms of envy among adolescents and adults," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
- Otsu, Taisuke, 2010. "On Bahadur efficiency of empirical likelihood," Journal of Econometrics, Elsevier, vol. 157(2), pages 248-256, August.
- Gillian C. Williams & Karen A. Patte & Mark A. Ferro & Scott T. Leatherdale, 2021. "Associations between Longitudinal Patterns of Substance Use and Anxiety and Depression Symptoms among a Sample of Canadian Secondary School Students," IJERPH, MDPI, vol. 18(19), pages 1-14, October.
- Sarstedt, Marko & Salcher, André, 2007. "Modellselektion in Finite Mixture PLS-Modellen," Discussion Papers in Business Administration 1394, University of Munich, Munich School of Management.
- Lebret, Rémi & Iovleff, Serge & Langrognet, Florent & Biernacki, Christophe & Celeux, Gilles & Govaert, Gérard, 2015. "Rmixmod: The R Package of the Model-Based Unsupervised, Supervised, and Semi-Supervised Classification Mixmod Library," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 67(i06).
- Andrew Clark & Fabien Postel-Vinay, 2009.
"Job security and job protection,"
Oxford Economic Papers, Oxford University Press, vol. 61(2), pages 207-239, April.
- Andrew E. Clark & Fabien Postel-Vinay, 2004. "Job security and job protection," DELTA Working Papers 2004-16, DELTA (Ecole normale supérieure).
- Andrew E. Clark & Fabien Postel-Vinay, 2009. "Job security and job protection," PSE-Ecole d'économie de Paris (Postprint) halshs-00754384, HAL.
- Clark, Andrew & Postel-Vinay, Fabien, 2005. "Job security and job protection," LSE Research Online Documents on Economics 19904, London School of Economics and Political Science, LSE Library.
- Andrew E. Clark & Fabien Postel-Vinay, 2009. "Job security and job protection," Post-Print halshs-00754384, HAL.
- Clark, Andrew & Postel-Vinay, Fabien, 2005. "Job Security and Job Protection," CEPR Discussion Papers 4927, C.E.P.R. Discussion Papers.
- Clark, Andrew E. & Postel-Vinay, Fabien, 2005. "Job Security and Job Protection," IZA Discussion Papers 1489, Institute of Labor Economics (IZA).
- Andrew Clark & Fabien Postel-Vinay, 2005. "Job Security and Job Protection," CEP Discussion Papers dp0678, Centre for Economic Performance, LSE.
- Proust-Lima, Cécile & Joly, Pierre & Dartigues, Jean-François & Jacqmin-Gadda, Hélène, 2009. "Joint modelling of multivariate longitudinal outcomes and a time-to-event: A nonlinear latent class approach," Computational Statistics & Data Analysis, Elsevier, vol. 53(4), pages 1142-1154, February.
- Ellen Bouchery & Monica Farid, "undated". "Variation in Staff Salary Costs Associated with Characteristics of Substance Use Disorder Treatment Facilities," Mathematica Policy Research Reports 65b1484724354c0ca8270d1c6, Mathematica Policy Research.
- Wijesundera, Isuri & Halgamuge, Malka N. & Nirmalathas, Ampalavanapillai & Nanayakkara, Thrishantha, 2016. "MFPT calculation for random walks in inhomogeneous networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 462(C), pages 986-1002.
- Wang, Kun & Marbut, Alexander R. & Suntai, Zainab & Zheng, Dianhan & Chen, Xiayu, 2022. "Patterns in older adults' perceived chronic stressor types and cognitive functioning trajectories: Are perceived chronic stressors always bad?," Social Science & Medicine, Elsevier, vol. 311(C).
- Tolu O Oyesanya & Roger L Brown & Lyn S Turkstra, 2017. "Caring for Patients with traumatic brain injury: a survey of nurses' perceptions," Journal of Clinical Nursing, John Wiley & Sons, vol. 26(11-12), pages 1562-1574, June.
- Omar N. Solinger & Woody van Olffen & Robert A. Roe & Joeri Hofmans, 2013. "On Becoming (Un)Committed: A Taxonomy and Test of Newcomer Onboarding Scenarios," Organization Science, INFORMS, vol. 24(6), pages 1640-1661, December.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:biomet:v:77:y:2021:i:3:p:1118-1128. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0006-341X .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.