A modified two-stage approach for joint modelling of longitudinal and time-to-event data

QR Code

A modified two-stage approach for joint modelling of longitudinal and time-to-event data

Joint models for longitudinal and time-to-event data have been applied in many different fields of statistics and clinical studies. However, the main difficulty these models have to face with is the computational problem. The requirement for numerical integration becomes severe when the dimensio...

Full description

Bibliographic Details
Main Authors:	Pham, Thi Thu Huong, Nur, Darfiana, Hoa, Pham, Branford, Alan
Format:	Journal Article
Language:	English
Published:	TAYLOR & FRANCIS LTD 2018
Subjects:	Science & Technology Technology Physical Sciences Computer Science, Interdisciplinary Applications Statistics & Probability Computer Science Mathematics Survival data longitudinal data two-stage approach shared random effects approach joint models ERROR SURVIVAL
Online Access:	http://hdl.handle.net/20.500.11937/79607

Similar Items

Penalized spline joint models for longitudinal and time-to-event data
by: Huong, P.T.T., et al.
Published: (2017)

A Bayesian approach for parameter estimation in multi-stage models
by: Pham, Hoa, et al.
Published: (2019)

Joint Modelling Of Longitudinal and Survival Data in Presence of Cure Fraction with Application to Cancer Patients’ Data
by: Salah, Khalid Ali
Published: (2008)

Questioning the promise of interdisciplinarity: an ethnography of an interdisciplinary research project
by: Lewis, Ashley
Published: (2022)

Unsupervised modeling of multiple data sources : a latent shared subspace approach
by: Gupta, Sunil Kumar
Published: (2011)

Generalized Modified Weibull and Exponentiated Weibull Exponential distributions for cure fraction models of cancer patients
by: Omer, Mohamed Elamin Abdallah Mohamed Elamin
Published: (2023)

Methods for handling missing data in serially sampled sputum specimens for mycobacterial culture conversion calculation
by: Malatesta, S., et al.
Published: (2022)

Sexual Science as Manifested in Hardy's Marriage Plot
by: Ahmad, Asma Hana
Published: (2003)

Influence of local recurrence on survival in patients with rectal cancer
by: Platell, Cameron, et al.
Published: (2014)

Measuring agreement on linguistic expressions in medical treatment scenarios
by: Navarro, Javier, et al.
Published: (2016)

Integrating slacks-based measure of efficiency and super-efficiency in data envelopment analysis
by: Tran, Trung Hieu, et al.
Published: (2018)

Integrating Slacks-based Measure of Efficiency and Super-efficiency in Data Envelopment Analysis
by: Tran, Trung Hieu, et al.
Published: (2018)

Exponentiated-based Burr type X distributions with censored data and covariate
by: Oh, Yit Leng
Published: (2024)

Sarcoma epidemiology and cancer-related hospitalisation in Western Australia from 1982 to 2016: A descriptive study using linked administrative data
by: Wright, Cameron, et al.
Published: (2020)

On the phylogeny, detection and behaviour of Clostridial pathogens in the soil
by: Palmer, Joseph Samuel
Published: (2019)

Children's and adults' needs for open space in Tehran's high-rise apartments
by: Sharghi, Ali
Published: (2014)

Parametric cure fraction models for interval-censoring with a change-point based on a covariate threshold
by: Ali Taweab, Fauzia
Published: (2015)

Parametric and nonparametric inference for partly interval-censored failure time data
by: Mohammad Alharpy, Azzah
Published: (2013)

Automated Hypertensive Retinopathy detection using image processing / Muhammad Imran Rahmat
by: Rahmat, Muhammad Imran
Published: (2020)

Exploring differences in interpretation of words essential in medical expert-patient communication
by: Navarro, Javier, et al.
Published: (2016)

Solving the randomly generated university examination timetabling problem through Domain Transformation Approach (DTA)
by: Nor Abdul Rahim, Siti Khatijah, et al.
Published: (2016)

Analysing longitudinal data with multilevel modelling
by: Ntoumanis, Nikos
Published: (2014)

Impact of Gastrostomy Placement on Nutritional Status, Physical Health, and Parental Well-Being of Females with Rett Syndrome: A Longitudinal Study of an Australian Population
by: Wong, K., et al.
Published: (2018)

The applicability of a weight loss grading system in cancer cachexia: a longitudinal analysis
by: Vagnildhaug, Ola Magne, et al.
Published: (2017)

Testing a causal model of job insecurity and job satisfaction : do dispositions matter?
by: O’Neill, Patrick Brennan
Published: (2011)

Cryptographic protection of block-oriented storage devices using AES-XTS in FPGA
by: Ahmed, Shakil
Published: (2013)

Rate of improvement of CF life expectancy exceeds that of general population: observational death registration study
by: Hurley, Matthew, et al.
Published: (2014)

1 and 5 year survival estimates for people with cirrhosis of the liver in England, 1998–2009: a large population study
by: Ratib, Sonia, et al.
Published: (2014)

Birth and Survival of Graduate Enterprises an Universities
by: Ondoš, S., et al.
Published: (2015)

Effect of length of stay in intensive care unit on hospital and long-term mortality of critically ill adult patients
by: Williams, Teresa, et al.
Published: (2010)

Survival from uveal melanoma in Western Australia 1981–2005
by: Chew, A., et al.
Published: (2015)

Trends in long-term cardiovascular mortality and morbidity in men and women with heart failure of ischemic versus non-ischemic aetiology in Western Australia between 1990 and 2005
by: Teng, T.H., et al.
Published: (2012)

Predicting 30-day mortality in patients with sepsis: an exploratory analysis of process of care and patient characteristics
by: Sanderson, Miriam, et al.
Published: (2018)

The Use of Split Exponential and Split Weibull Analyse Survival Data With Long Term Survivors
by: Rahmatina, Desi
Published: (2005)

Inference and diagnostics for generalized exponential distribution with fixed and time-dependent covariates and interval censored data
by: Al Hakeem, Hussein Ali Ghaffoori
Published: (2022)

Prognostic value of PD-1, PD-L1, TYMS and DCC in colorectal carcinoma and association with overall and disease-free survival
by: Onwe, Ebenyi Emeka
Published: (2020)

Nutrient deficiency detection in maize (Zea mays L.) leaves using image processing / Nurul Shafekah Kassim
by: Kassim, Nurul Shafekah
Published: (2020)

From interval-valued data to general type-2 fuzzy sets
by: Wagner, Christian, et al.
Published: (2014)

Test of CAPM in China Stock Market
by: Chen, Xin
Published: (2006)

Bulk Flow Behaviour of a Two-Stage Impedance Pump
by: Lee, Vincent, et al.
Published: (2014)