메뉴 건너뛰기




Volumn 24, Issue 6, 2015, Pages 769-787

Bayesian inference for an illness-death model for stroke with cognition as a latent time-dependent risk factor

Author keywords

item response theory; Markov chain Monte Carlo; mini mental state examination; multi state model; random effects

Indexed keywords

AGED; ALGORITHM; ARTICLE; BAYESIAN INFERENCE; CAUSE OF DEATH; CEREBROVASCULAR ACCIDENT; COGNITION; COGNITIVE DEFECT; HUMAN; LINEAR SYSTEM; MAJOR CLINICAL STUDY; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; MENTAL PERFORMANCE; MINI MENTAL STATE EXAMINATION; MONTE CARLO METHOD; PREDICTION; PROBABILITY; RISK FACTOR; BAYES THEOREM; COGNITION DISORDERS; COMPLICATION; MARKOV CHAIN; MORTALITY; STATISTICAL MODEL; TIME FACTOR;

EID: 84948416898     PISSN: 09622802     EISSN: 14770334     Source Type: Journal    
DOI: 10.1177/0962280211426359     Document Type: Article
Times cited : (10)

References (33)
  • 1
    • 33750217213 scopus 로고    scopus 로고
    • Cohort profile: The Medical Research Council Cognitive Function and Ageing Study (CFAS)
    • Brayne C, McCracken C, Matthews FE,. Cohort profile: the Medical Research Council Cognitive Function and Ageing Study (CFAS). Int J Epidemiol 2006; 35: 1140-1145.
    • (2006) Int J Epidemiol , vol.35 , pp. 1140-1145
    • Brayne, C.1    McCracken, C.2    Matthews, F.E.3
  • 2
    • 0016823810 scopus 로고
    • Mini-mental state. A practical method for grading the cognitive state of patients for the clinician
    • Folstein MF, Folstein SE, McHugh PR,. Mini-mental state. A practical method for grading the cognitive state of patients for the clinician. J Psychiatric Res 1975; 12: 189-198.
    • (1975) J Psychiatric Res , vol.12 , pp. 189-198
    • Folstein, M.F.1    Folstein, S.E.2    McHugh, P.R.3
  • 3
    • 84891390461 scopus 로고
    • The analysis of panel data under a Markov assumption
    • Kalbfleisch J, Lawless JF,. The analysis of panel data under a Markov assumption. J Am Stat Assoc 1985; 80: 863-871.
    • (1985) J Am Stat Assoc , vol.80 , pp. 863-871
    • Kalbfleisch, J.1    Lawless, J.F.2
  • 5
    • 0027293006 scopus 로고
    • Use of the Gibbs sampler to estimate transition rates between grades of coronary disease following cardiac transplantation
    • Sharples LD,. Use of the Gibbs sampler to estimate transition rates between grades of coronary disease following cardiac transplantation. Stat Med 1993; 12: 1115-1169.
    • (1993) Stat Med , vol.12 , pp. 1115-1169
    • Sharples, L.D.1
  • 6
    • 27944457904 scopus 로고    scopus 로고
    • Estimation of Markov chain transition probabilities and rates from fully and partially observed data: Uncertainty propagation, evidence synthesis, and model calibration
    • Welton NJ, Ades AD,. Estimation of Markov chain transition probabilities and rates from fully and partially observed data: uncertainty propagation, evidence synthesis, and model calibration. Med Decis Making 2005; 25: 633-645.
    • (2005) Med Decis Making , vol.25 , pp. 633-645
    • Welton, N.J.1    Ades, A.D.2
  • 7
    • 37349040368 scopus 로고    scopus 로고
    • A Markov regression random-effects model for remission of functional disability in patients following a first stroke: A Bayesian approach
    • Pan SL, Wu HM, Yen AMF, Chen THH,. A Markov regression random-effects model for remission of functional disability in patients following a first stroke: a Bayesian approach. Stat Med 2007; 26: 5335-5353.
    • (2007) Stat Med , vol.26 , pp. 5335-5353
    • Pan, S.L.1    Wu, H.M.2    Yen, A.M.F.3    Chen, T.H.H.4
  • 8
    • 74349092804 scopus 로고    scopus 로고
    • Estimating dementia-free life expectancy for Parkinson's patients using Bayesian inference and micro-simulation
    • (2009)
    • Van den Hout A, Matthews FE,. Estimating dementia-free life expectancy for Parkinson's patients using Bayesian inference and micro-simulation. Biostatistics 2009; 10: 729-743. (2009).
    • (2009) Biostatistics , vol.10 , pp. 729-743
    • Van Den Hout, A.1    Matthews, F.E.2
  • 9
    • 55249104054 scopus 로고    scopus 로고
    • Bayesian semi parametric multi-state models
    • Kneib T, Hennerfeind A,. Bayesian semi parametric multi-state models. Stat Model 2008; 8: 169-198.
    • (2008) Stat Model , vol.8 , pp. 169-198
    • Kneib, T.1    Hennerfeind, A.2
  • 10
    • 79952974720 scopus 로고    scopus 로고
    • Multi-State Models for Panel Data: The msm Package for R
    • Jackson CH,. Multi-State Models for Panel Data: The msm Package for R. J Stat Softw 2011; 38.
    • (2011) J Stat Softw , vol.38
    • Jackson, C.H.1
  • 12
    • 0035534930 scopus 로고    scopus 로고
    • Bayesian estimation of a multilevel IRT model using Gibbs sampling
    • Fox J-P, Glas CAW,. Bayesian estimation of a multilevel IRT model using Gibbs sampling. Psychometrika 2001; 66: 271-288.
    • (2001) Psychometrika , vol.66 , pp. 271-288
    • Fox, J.-P.1    Glas, C.A.W.2
  • 13
    • 0033252569 scopus 로고    scopus 로고
    • Multi-state models in epidemiology
    • Commenges D,. Multi-state models in epidemiology. Lifetime Data Anal 1999; 5: 315-327.
    • (1999) Lifetime Data Anal , vol.5 , pp. 315-327
    • Commenges, D.1
  • 14
    • 0003781238 scopus 로고    scopus 로고
    • Cambridge: Cambridge University Press
    • Norris JR,. Markov chains, Cambridge: Cambridge University Press, 1997.
    • (1997) Markov Chains
    • Norris, J.R.1
  • 15
    • 68349107927 scopus 로고    scopus 로고
    • A piecewise-constant Markov model and the effects of study design on the estimation of life expectancies in health and ill health
    • Van den Hout A, Matthews FE,. A piecewise-constant Markov model and the effects of study design on the estimation of life expectancies in health and ill health. Stat Meth Med Res 2008; 18: 145-162.
    • (2008) Stat Meth Med Res , vol.18 , pp. 145-162
    • Van Den Hout, A.1    Matthews, F.E.2
  • 18
    • 84865262077 scopus 로고
    • Illustration of Bayesian inference in normal data models using Gibbs sampling
    • Gelfand AE, Hills SE, Racine-Poon A, Smith AFM,. Illustration of Bayesian inference in normal data models using Gibbs sampling. J Am Stat Assoc 1990; 85: 972-985.
    • (1990) J Am Stat Assoc , vol.85 , pp. 972-985
    • Gelfand, A.E.1    Hills, S.E.2    Racine-Poon, A.3    Smith, A.F.M.4
  • 19
    • 0017133178 scopus 로고
    • Inference and missing data (with discussion)
    • Rubin DB,. Inference and missing data (with discussion). Biometrika 1976; 63: 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 21
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Geman S, Geman D,. Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans Pattern Anal Mach Intell 1984; 6: 721-741.
    • (1984) IEEE Trans Pattern Anal Mach Intell , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 23
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • Hastings WK,. Monte Carlo sampling methods using Markov chains and their applications. Biometrika 1970; 57: 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 26
    • 41149087694 scopus 로고    scopus 로고
    • CODA: Convergence diagnosis and output analysis for MCMC
    • Plummer M, Best N, Cowles K, Vines K,. CODA: Convergence diagnosis and output analysis for MCMC. R News 2006; 6: 7-11.
    • (2006) R News , vol.6 , pp. 7-11
    • Plummer, M.1    Best, N.2    Cowles, K.3    Vines, K.4
  • 27
    • 0001032163 scopus 로고
    • Evaluating the accuracy of sampling-based approaches to calculating posterior moments
    • In: (eds). Oxford, UK: Clarendon Press
    • Geweke J, Evaluating the accuracy of sampling-based approaches to calculating posterior moments. In: Bernado JM, Berger JO, Dawid AP, Smith AFM, (eds). Bayesian statistics 4, Oxford, UK: Clarendon Press, 1992, pp. 169-193.
    • (1992) Bayesian Statistics 4 , pp. 169-193
    • Geweke, J.1    Bernado, J.M.2    Berger, J.O.3    Dawid, A.P.4    Smith, A.F.M.5
  • 29
    • 0000439370 scopus 로고
    • Bayesianly justifiable and relevant frequency calculations for the applied statistician
    • Rubin DB,. Bayesianly justifiable and relevant frequency calculations for the applied statistician. Ann Stat 1984; 12: 1151-1172.
    • (1984) Ann Stat , vol.12 , pp. 1151-1172
    • Rubin, D.B.1
  • 30
    • 33645429016 scopus 로고
    • Exact stochastic simulation of coupled chemical reactions
    • Gillespie DT,. Exact stochastic simulation of coupled chemical reactions. J Phys Chem 1977; 25: 2340-2361.
    • (1977) J Phys Chem , vol.25 , pp. 2340-2361
    • Gillespie, D.T.1
  • 32
    • 0033571344 scopus 로고    scopus 로고
    • Item response models for longitudinal quality of life data in clinical trials
    • Douglas JA,. Item response models for longitudinal quality of life data in clinical trials. Stat Med 1999; 18: 2917-2931.
    • (1999) Stat Med , vol.18 , pp. 2917-2931
    • Douglas, J.A.1
  • 33
    • 0032333313 scopus 로고    scopus 로고
    • Adaptive Markov chain Monte Carlo through regeneration
    • Gilks WR, Roberts GO, Sahu SK,. Adaptive Markov chain Monte Carlo through regeneration. J Am Stat Assoc 1998; 93: 1055-1067.
    • (1998) J Am Stat Assoc , vol.93 , pp. 1055-1067
    • Gilks, W.R.1    Roberts, G.O.2    Sahu, S.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.