Concepedia

Joint Models of Longitudinal Data and Recurrent Events with Informative Terminal Event

Sehee Kim, Donglin Zeng, Lloyd E. Chambless, Yi Li

Statistics in Biosciences · 2012 · 44 citations · 34 references

Open access

Concepts

Public HealthBiostatisticsStochastic ProcessesSurvival AnalysisEvent History AnalysisGeneralized Linear ModelsLongitudinal Data AnalysisLongitudinal ResearchRecurrent Event AnalysisTime-to-event AnalysisBayesian Recurrent Event ModelsBivariate Recurrent Event ModelsJoint ModelingLongitudinal Data ModelingRecurrent Event Hazard ModelsRecurrent Event PredictionRecurrent Event Survival ModelsTerminal Event Analysis

References

34

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Finding the Observed Information Matrix When Using the <i>EM</i> Algorithm

Thomas A. Louis · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1982 · 2.2K citations

Computing, Computer Science, Algorithms +15

A Joint Model for Survival and Longitudinal Data Measured with Error

Michael Wulfsohn, Anastasios A. Tsiatis · Biometrics · 1997 · 969 citations

Public Health, Biostatistics, Clinical Epidemiology +13

Joint modelling of longitudinal measurements and event time data

Robert K. Henderson · Biostatistics · 2000 · 916 citations

Public Health, Biostatistics, Psychiatry +17

On Profile Likelihood

Susan A. Murphy, Aad van der Vaart · Journal of the American Statistical Association · 2000 · 663 citations

Natural Sciences, Biostatistics, Econometrics +16