Literature DB >> 23225140

The versatility of multi-state models for the analysis of longitudinal data with unobservable features.

Vernon T Farewell1, Brian D M Tom.   

Abstract

Multi-state models provide a convenient statistical framework for a wide variety of medical applications characterized by multiple events and longitudinal data. We illustrate this through four examples. The potential value of the incorporation of unobserved or partially observed states is highlighted. In addition, joint modelling of multiple processes is illustrated with application to potentially informative loss to follow-up, mis-measured or missclassified data and causal inference.

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Year:  2012        PMID： 23225140      PMCID： PMC3884139          DOI： 10.1007/s10985-012-9236-2

Source DB:  PubMed          Journal:  Lifetime Data Anal        ISSN： 1380-7870            Impact factor:   1.588


  20 in total

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Review 2.  On the epidemiology of oral contraceptives and disease.

Authors:  R L Prentice; D B Thomas
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3.  Comparison of disability and quality of life in rheumatoid and psoriatic arthritis.

Authors:  K B Sokoll; P S Helliwell
Journal:  J Rheumatol       Date:  2001-08       Impact factor: 4.666

4.  Consensus on a core set of domains for psoriatic arthritis.

Authors:  Dafna D Gladman; Philip J Mease; Vibeke Strand; Paul Healy; Philip S Helliwell; Oliver Fitzgerald; Alice B Gottlieb; Gerald G Krueger; Peter Nash; Christopher T Ritchlin; William Taylor; Ade Adebajo; Jurgen Braun; Alberto Cauli; Sueli Carneiro; Ernst Choy; Ben Dijkmans; Luiz Espinoza; Desiree van der Heijde; Elaine Husni; Ennio Lubrano; Dennis McGonagle; Abrar Qureshi; Enrique R Soriano; Jane Zochling
Journal:  J Rheumatol       Date:  2007-05       Impact factor: 4.666

5.  Dynamic predicting by landmarking as an alternative for multi-state modeling: an application to acute lymphoid leukemia data.

Authors:  Hans C van Houwelingen; Hein Putter
Journal:  Lifetime Data Anal       Date:  2008-10-03       Impact factor: 1.588

Review 6.  Assessing the impact of psoriatic arthritis on patient function and quality of life: lessons learned from other rheumatologic conditions.

Authors:  Philip J Mease
Journal:  Semin Arthritis Rheum       Date:  2008-03-04       Impact factor: 5.532

7.  Health inequalities among British civil servants: the Whitehall II study.

Authors:  M G Marmot; G D Smith; S Stansfeld; C Patel; F North; J Head; I White; E Brunner; A Feeney
Journal:  Lancet       Date:  1991-06-08       Impact factor: 79.321

8.  A multistate model for events defined by prolonged observation.

Authors:  Vernon T Farewell; Li Su
Journal:  Biostatistics       Date:  2010-06-25       Impact factor: 5.899

9.  Likelihood estimation for a longitudinal negative binomial regression model with missing outcomes.

Authors:  Simon J Bond; Vernon T Farewell
Journal:  J R Stat Soc Ser C Appl Stat       Date:  2009-07       Impact factor: 1.864

10.  A multi-state model for joint modelling of terminal and non-terminal events with application to Whitehall II.

Authors:  F Siannis; V T Farewell; J Head
Journal:  Stat Med       Date:  2007-01-30       Impact factor: 2.373
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  7 in total

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Authors:  Jianwen Cai; Li Hsu
Journal:  Lifetime Data Anal       Date:  2013-10-16       Impact factor: 1.588

2.  Bayesian Semi-parametric Analysis of Semi-competing Risks Data: Investigating Hospital Readmission after a Pancreatic Cancer Diagnosis.

Authors:  Kyu Ha Lee; Sebastien Haneuse; Deborah Schrag; Francesca Dominici
Journal:  J R Stat Soc Ser C Appl Stat       Date:  2015-02-01       Impact factor: 1.864

3.  Multiple event times in the presence of informative censoring: modeling and analysis by copulas.

Authors:  Dongdong Li; X Joan Hu; Mary L McBride; John J Spinelli
Journal:  Lifetime Data Anal       Date:  2019-11-15       Impact factor: 1.588

4.  A Multi-state Model for Designing Clinical Trials for Testing Overall Survival Allowing for Crossover after Progression.

Authors:  Fang Xia; Stephen L George; Xiaofei Wang
Journal:  Stat Biopharm Res       Date:  2016-03-22       Impact factor: 1.452

5.  Bayesian variable selection for multistate Markov models with interval-censored data in an ecological momentary assessment study of smoking cessation.

Authors:  Matthew D Koslovsky; Michael D Swartz; Wenyaw Chan; Luis Leon-Novelo; Anna V Wilkinson; Darla E Kendzor; Michael S Businelle
Journal:  Biometrics       Date:  2017-10-11       Impact factor: 2.571

6.  A systematic model specification procedure for an illness-death model without recovery.

Authors:  Christine Eulenburg; Sven Mahner; Linn Woelber; Karl Wegscheider
Journal:  PLoS One       Date:  2015-04-13       Impact factor: 3.240

7.  Risk of further surgery on the same or opposite side and mortality after primary total hip arthroplasty: A multi-state analysis of 133,654 patients from the Swedish Hip Arthroplasty Register.

Authors:  Peter H J Cnudde; Szilard Nemes; Erik Bülow; A John Timperley; Sarah L Whitehouse; Johan Kärrholm; Ola Rolfson
Journal:  Acta Orthop       Date:  2018-05-23       Impact factor: 3.717
  7 in total

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