Bayesian approach for joint longitudinal and time-to-event data with survival fraction
Many medical investigations generate both repeatedly-measured(longitudinal) biomarker and survival data. One of complex issue arises when investigating the association between longitudinal and time-to-event data when there are cured patients in the population, which leads to a plateau in the surviv...
| Main Authors: | Abu Bakar, Mohd Rizam, Salah, Khalid Ali, Ibrahim, Noor Akma, Haron, Kassim |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Malaysian Mathematical Sciences Society and Universiti Sains Malaysia
2009
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/13373/ http://psasir.upm.edu.my/id/eprint/13373/1/Bayesian%20approach%20for%20joint%20longitudinal%20and%20time.pdf |
Similar Items
A Semiparametric Joint Model for Longitudinal and Time-to-
Event Univariate Data in Presence of Cure Fraction
by: Abu Bakar, Mohd Rizam, et al.
Published: (2007)
by: Abu Bakar, Mohd Rizam, et al.
Published: (2007)
A stochastic joint model for longitudinal and survival data with cure patients
by: Abu Bakar, Mohd Rizam, et al.
Published: (2009)
by: Abu Bakar, Mohd Rizam, et al.
Published: (2009)
Joint Modelling Of Longitudinal and Survival Data in Presence of Cure Fraction with Application to Cancer Patients’ Data
by: Salah, Khalid Ali
Published: (2008)
by: Salah, Khalid Ali
Published: (2008)
Bayesian approach to meta-analysis with joint modelling of longitudinal and time-to-event outcomes in dementia and subtypes
by: Guure, Chris Bambey
Published: (2018)
by: Guure, Chris Bambey
Published: (2018)
A Bayesian inference for the penalized spline joint models of longitudinal and time-to-event data: A prior sensitivity analysis
by: Thi Thu Pham, H., et al.
Published: (2020)
by: Thi Thu Pham, H., et al.
Published: (2020)
Penalized spline joint models for longitudinal and time-to-event data
by: Huong, P.T.T., et al.
Published: (2017)
by: Huong, P.T.T., et al.
Published: (2017)
A modified two-stage approach for joint modelling of longitudinal and time-to-event data
by: Pham, Thi Thu Huong, et al.
Published: (2018)
by: Pham, Thi Thu Huong, et al.
Published: (2018)
Cure fraction, modelling and estimating in a population-based cancer survival analysis
by: Abu Bakar, Mohd Rizam, et al.
Published: (2008)
by: Abu Bakar, Mohd Rizam, et al.
Published: (2008)
A Bayesian estimation on right censored survival data with mixture and non-mixture cured fraction model based on beta-Weibull distribution
by: Yusuf, Madaki Umar, et al.
Published: (2016)
by: Yusuf, Madaki Umar, et al.
Published: (2016)
Bayesian survival estimator for Weibull distribution with censored data.
by: Mohammed Ahmed, Al Omari, et al.
Published: (2011)
by: Mohammed Ahmed, Al Omari, et al.
Published: (2011)
An approximation of a multivariative stochastic model for the analysis of longitudinal data
by: Abu Bakar, Mohd Rizam, et al.
Published: (2008)
by: Abu Bakar, Mohd Rizam, et al.
Published: (2008)
Non-parametric maximum likelihood estimation of cure fraction for interval survival data.
by: I. Aljawadi, Bader Ahmad, et al.
Published: (2011)
by: I. Aljawadi, Bader Ahmad, et al.
Published: (2011)
Semiparametric binary model for clustered survival data
by: Arlin, Rifina, et al.
Published: (2014)
by: Arlin, Rifina, et al.
Published: (2014)
Cardiovascular events and all-cause mortality associated with sulphonylureas compared with other antihyperglycaemic drugs: a Bayesian meta-analysis of survival data
by: Bain, Steve, et al.
Published: (2017)
by: Bain, Steve, et al.
Published: (2017)
An analytical approach on parametric estimation of cure fraction based on weibull distribution using interval censored data.
by: I. Aljawadi , Bader Ahmad, et al.
Published: (2011)
by: I. Aljawadi , Bader Ahmad, et al.
Published: (2011)
A bayesian via laplace approximation on log-gamma model with censored data
by: Yusuf, Madaki Umar, et al.
Published: (2016)
by: Yusuf, Madaki Umar, et al.
Published: (2016)
A rare event approach to high-dimensional approximate Bayesian computation
by: Prangle, Dennis, et al.
Published: (2017)
by: Prangle, Dennis, et al.
Published: (2017)
A cluster sampling approach for regression analysis of interval censored failure time data
by: Arlin, Rifina, et al.
Published: (2009)
by: Arlin, Rifina, et al.
Published: (2009)
Non-parametric estimation of cure fraction using right censored data.
by: I. Aljawadi, Bader Ahnad, et al.
Published: (2011)
by: I. Aljawadi, Bader Ahnad, et al.
Published: (2011)
Longitudinal analytical approaches to genetic data.
by: Chiu, Y., et al.
Published: (2016)
by: Chiu, Y., et al.
Published: (2016)
Nonparametric regression for longitudinal binary data
by: Ibrahim, Noor Akma, et al.
Published: (2009)
by: Ibrahim, Noor Akma, et al.
Published: (2009)
Bayesian survival and hazard estimates for Weibull regression with censored data using modified Jeffreys prior
by: Ahmed, Al Omari Mohammed
Published: (2013)
by: Ahmed, Al Omari Mohammed
Published: (2013)
Longitudinal data analysis using nonparametric regression model
by: Ibrahim, Noor Akma, et al.
Published: (2009)
by: Ibrahim, Noor Akma, et al.
Published: (2009)
Analyzing Longitudinal Data Using Gee-Smoothing Spline
by: Ibrahim, Noor Akma, et al.
Published: (2010)
by: Ibrahim, Noor Akma, et al.
Published: (2010)
TEMPONEST: A bayesian approach to pulsar timing analysis
by: Lentati, L., et al.
Published: (2014)
by: Lentati, L., et al.
Published: (2014)
Jackknife and bootstrap inferential procedures for censored survival data
by: Loh, Yue Fang, et al.
Published: (2014)
by: Loh, Yue Fang, et al.
Published: (2014)
Parametric maximum likelihood estimation of cure fraction using interval-censored data
by: Aljawadi, Bader Ahmad I., et al.
Published: (2013)
by: Aljawadi, Bader Ahmad I., et al.
Published: (2013)
Serial and parallel systems in longitudinal lifetima data
by: Abdullah, Mat Yusoff, et al.
Published: (1999)
by: Abdullah, Mat Yusoff, et al.
Published: (1999)
Semiparametric estimation with profile algorithm for longitudinal binary data
by: Suliadi, Suliadi, et al.
Published: (2013)
by: Suliadi, Suliadi, et al.
Published: (2013)
Joint modelling of longitudinal 3MS scores and the risk of mortality among cognitively impaired individuals
by: Guure, Chris Bambey, et al.
Published: (2017)
by: Guure, Chris Bambey, et al.
Published: (2017)
Parameter estimation of the cure fraction based on BCH model using left-censored data with covariates.
by: I. Aljawadi, Bader Ahnad, et al.
Published: (2011)
by: I. Aljawadi, Bader Ahnad, et al.
Published: (2011)
Modelling Malaysia air quality data using Bayesian Structural Time Series models
by: Aeshah Mohammed,, et al.
Published: (2024)
by: Aeshah Mohammed,, et al.
Published: (2024)
Utilization of reproducing kernel hilbert space method on the survival data of leukemia patients
by: Abdul Manaf, N., et al.
Published: (2015)
by: Abdul Manaf, N., et al.
Published: (2015)
Bayesian parameter and reliability estimate of Weibull failure time distribution
by: Guure, Chris Bambey, et al.
Published: (2014)
by: Guure, Chris Bambey, et al.
Published: (2014)
GEE-smoothing spline for semiparametric estimation of longitudinal binary data
by: Suliadi,, et al.
Published: (2010)
by: Suliadi,, et al.
Published: (2010)
Bayesian extreme modeling for non-stationary air quality data
by: Mohd Amin, Nor Azrita, et al.
Published: (2013)
by: Mohd Amin, Nor Azrita, et al.
Published: (2013)
Exploring reproducing kernel hilbert space and its application to survival data.
by: Abdul Manaf, Nur'azah, et al.
Published: (2011)
by: Abdul Manaf, Nur'azah, et al.
Published: (2011)
Bayesian statistical inference of loglogistic model with interval-censored lifetime data
by: Guure, Chris Bambey, et al.
Published: (2015)
by: Guure, Chris Bambey, et al.
Published: (2015)
A Longitudinal Study of the Impacts of an Annual Event on Local Residents
by: Fredline, L., et al.
Published: (2013)
by: Fredline, L., et al.
Published: (2013)
Extreme air pollutant data analysis using classical and Bayesian approaches
by: Mohd Amin, Nor Azrita
Published: (2015)
by: Mohd Amin, Nor Azrita
Published: (2015)
Similar Items
-
A Semiparametric Joint Model for Longitudinal and Time-to-
Event Univariate Data in Presence of Cure Fraction
by: Abu Bakar, Mohd Rizam, et al.
Published: (2007) -
A stochastic joint model for longitudinal and survival data with cure patients
by: Abu Bakar, Mohd Rizam, et al.
Published: (2009) -
Joint Modelling Of Longitudinal and Survival Data in Presence of Cure Fraction with Application to Cancer Patients’ Data
by: Salah, Khalid Ali
Published: (2008) -
Bayesian approach to meta-analysis with joint modelling of longitudinal and time-to-event outcomes in dementia and subtypes
by: Guure, Chris Bambey
Published: (2018) -
A Bayesian inference for the penalized spline joint models of longitudinal and time-to-event data: A prior sensitivity analysis
by: Thi Thu Pham, H., et al.
Published: (2020)