Bayesian latent time joint mixed effect models for multicohort longitudinal data

Stan: A Probabilistic Programming Language

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Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

(2016) Aki Vehtari et al.   STATISTICS AND COMPUTING

Estimating long-term multivariate progression from short-term data

(2014) Michael C. Donohue et al.   Alzheimers & Dementia

Tracking pathophysiological processes in Alzheimer's disease: an updated hypothetical model of dynamic biomarkers

(2013) Clifford R Jack et al.   LANCET NEUROLOGY

Understanding predictive information criteria for Bayesian models

(2013) Andrew Gelman et al.   STATISTICS AND COMPUTING

Amyloid-related imaging abnormalities in patients with Alzheimer's disease treated with bapineuzumab: a retrospective analysis

(2012) Reisa Sperling et al.   LANCET NEUROLOGY

A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort

(2012) Bruno M. Jedynak et al.   NEUROIMAGE

Design Considerations for Characterizing Psychiatric Trajectories Across the Lifespan: Application to Effects of APOE-ε4 on Cerebral Cortical Thickness in Alzheimer's Disease

(2011) Wesley K. Thompson et al.   AMERICAN JOURNAL OF PSYCHIATRY

The Parkinson Progression Marker Initiative (PPMI)

(2011) Kenneth Marek et al.   PROGRESS IN NEUROBIOLOGY

Generating random correlation matrices based on vines and extended onion method

(2009) Daniel Lewandowski et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade

(2009) Clifford R Jack et al.   LANCET NEUROLOGY

Alzheimer's Disease Neuroimaging Initiative (ADNI): Clinical characterization

(2009) R. C. Petersen et al.   NEUROLOGY