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by Wang, J and Luo, S and Li, L
ANNALS OF APPLIED STATISTICS, ISSN 1932-6157, 09/2017, Volume 11, Issue 3, pp. 1787 - 1809
In many clinical trials studying neurodegenerative diseases such as Parkinson's disease (PD), multiple longitudinal outcomes are collected to fully explore the... 
clinical trial | SURVIVAL | TO-EVENT | LATENT PROCESS | STATISTICS & PROBABILITY | LONGITUDINAL DATA | COMPETING RISKS | DEATH | JOINT ANALYSIS | latent trait model | failure time | PROSTATE-CANCER RECURRENCE | Area under the ROC curve | SHARED PARAMETER MODELS
Journal Article
The American Statistician, ISSN 0003-1305, 02/2004, Volume 58, Issue 1, pp. 16 - 24
Journal Article
2017, Monographs on Statistics and Applied Probability, ISBN 1315357186, Volume 151.
Web Resource
2017, Monographs on Statistics and Applied Probability, ISBN 9781439807828, Volume 151.
Web Resource
Journal of Statistical Software (Online), ISSN 1548-7660, 07/2010, Volume 35, Issue 9, pp. 1 - 33
textabstractIn longitudinal studies measurements are often collected on different types of outcomes for each subject. These may include several longitudinally... 
Longitudinal data | Attrition | Time-dependent covariates | Shared parameter models | Dropout | Survival data | shared parameter models | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | attrition | SURVIVAL-DATA | dropout | LIKELIHOOD APPROACH | survival data | STATISTICS & PROBABILITY | ERROR | longitudinal data | time-dependent covariates
Journal Article
Statistics in Medicine, ISSN 0277-6715, 05/2019, Volume 38, Issue 12, pp. 2269 - 2281
Journal Article
Addictive Behaviors, ISSN 0306-4603, 07/2019, Volume 94, pp. 42 - 49
In general, mixed-effects location scale models (MELS) allow assessment of within-person and between-person variability with time-to-event data for outcomes... 
random effects | time to first cigarette | mixed-effects location scale models | Longitudinal data | 1ST CIGARETTE | SUBSTANCE ABUSE | PSYCHOLOGY, CLINICAL | NICOTINE DEPENDENCE PHENOTYPE | Smoking cessation programs | Drug addiction | Scale models | Variability | Dependence | Drug dependence | Smoke | Cigarette smoking | Nicotine | Smoking
Journal Article
BIOMETRICAL JOURNAL, ISSN 0323-3847, 11/2017, Volume 59, Issue 6, pp. 1104 - 1121
Joint models for longitudinal and time-to-event data have gained a lot of attention in the last few years as they are a helpful technique clinical studies... 
High-dimensional data | REGRESSION | SURVIVAL | Time-to-event analysis | Longitudinal models | Boosting | STATISTICS & PROBABILITY | ALGORITHMS | Joint modeling | EVOLUTION | MATHEMATICAL & COMPUTATIONAL BIOLOGY | R PACKAGE | CYSTIC-FIBROSIS | OUTCOMES | STABILITY SELECTION | ADDITIVE-MODELS | Variable selection
Journal Article
Statistica Sinica, ISSN 1017-0405, 7/2004, Volume 14, Issue 3, pp. 809 - 834
Journal Article
Statistics in medicine, ISSN 0277-6715, 9/2017, Volume 36, Issue 22, pp. 3560 - 3572
Functional data are increasingly collected in public health and medical studies to better understand many complex diseases. Besides the functional data, other... 
functional data analysis | longitudinal and time-to-event data | ADNI study | functional principal component analysis
Journal Article