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Volumn 37, Issue 4, 2017, Pages 340-352

Cost-effectiveness Analysis in R Using a Multi-state Modeling Survival Analysis Framework: A Tutorial

Author keywords

cost effectiveness analysis; Markov models; probabilistic sensitivity analysis; survival analysis

Indexed keywords

CALCULATION; CLINICAL TRIAL; COST EFFECTIVENESS ANALYSIS; FEMALE; HUMAN; MALE; PREDICTION; STATISTICAL MODEL; SURVIVAL ANALYSIS; SURVIVAL RATE; THINKING; CHRONIC LYMPHATIC LEUKEMIA; COST BENEFIT ANALYSIS; DECISION SUPPORT SYSTEM; MARKOV CHAIN; MORTALITY; PROBABILITY; PROCEDURES;

EID: 85019128171     PISSN: 0272989X     EISSN: 1552681X     Source Type: Journal    
DOI: 10.1177/0272989X16651869     Document Type: Article
Times cited : (65)

References (25)
  • 1
    • 0027772390 scopus 로고
    • Markov models in medical decision making: A practical guide
    • Sonnenberg FA, Beck JR,. Markov models in medical decision making: a practical guide. Med Decis Making. 1993; 13 (4): 322-38.
    • (1993) Med Decis Making , vol.13 , Issue.4 , pp. 322-338
    • Sonnenberg, F.A.1    Beck, J.R.2
  • 2
    • 0031886073 scopus 로고    scopus 로고
    • An introduction to Markov modelling for economic evaluation
    • Briggs A, Sculpher M., An introduction to Markov modelling for economic evaluation. Pharmacoeconomics. 1998; 13 (4): 397-409.
    • (1998) Pharmacoeconomics , vol.13 , Issue.4 , pp. 397-409
    • Briggs, A.1    Sculpher, M.2
  • 3
    • 53849090998 scopus 로고    scopus 로고
    • Decision-analytical modelling in health-care economic evaluations
    • Sun X, Faunce T., Decision-analytical modelling in health-care economic evaluations. Eur J Health Econ. 2008; 9: 313-23.
    • (2008) Eur J Health Econ , vol.9 , pp. 313-323
    • Sun, X.1    Faunce, T.2
  • 5
    • 85019146120 scopus 로고    scopus 로고
    • TreeAge Pro 2015, R1.0. Williamstown, MA: TreeAge Software
    • TreeAge Pro 2015, R1.0. Williamstown, MA: TreeAge Software; 2015. Available from: https://www.treeage.com
    • (2015)
  • 6
    • 84964927929 scopus 로고    scopus 로고
    • R Core Team. Vienna, Austria: R Foundation for Statistical Computing
    • R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2015. Available from: http://www.R-project.org/
    • (2015) R: A Language and Environment for Statistical Computing
  • 7
    • 84884604263 scopus 로고    scopus 로고
    • Development of a framework for cohort simulation in cost-effectiveness analyses using a multistep ordinary differential equation solver algorithm in R
    • Frederix GWJ,. Development of a framework for cohort simulation in cost-effectiveness analyses using a multistep ordinary differential equation solver algorithm in R. Med Decis Making. 2013; 33 (6): 780-92.
    • (2013) Med Decis Making , vol.33 , Issue.6 , pp. 780-792
    • Frederix, G.W.J.1
  • 8
    • 25644440063 scopus 로고    scopus 로고
    • Cost-effectiveness of treatments for chronic disease: Using R to incorporate time dependency of treatment response
    • Hawkins N, Sculpher M, Epstein D., Cost-effectiveness of treatments for chronic disease: using R to incorporate time dependency of treatment response. Med Decis Making. 2005; 25: 511-9.
    • (2005) Med Decis Making , vol.25 , pp. 511-519
    • Hawkins, N.1    Sculpher, M.2    Epstein, D.3
  • 9
    • 79952954111 scopus 로고    scopus 로고
    • Mstate: An R package for the analysis of competing risks and multi-state models
    • de Wreede LC, Fiocco M, Putter H., mstate: an R package for the analysis of competing risks and multi-state models. J Stat Software. 2011; 38 (7): 1-30.
    • (2011) J Stat Software , vol.38 , Issue.7 , pp. 1-30
    • De Wreede, L.C.1    Fiocco, M.2    Putter, H.3
  • 10
    • 34248397713 scopus 로고    scopus 로고
    • Tutorial in biostatistics: Competing risks and multi-state models
    • Putter H, Fiocco M, Geskus RB., Tutorial in biostatistics: competing risks and multi-state models. Stat Med. 2007; 26: 2389-430.
    • (2007) Stat Med , vol.26 , pp. 2389-2430
    • Putter, H.1    Fiocco, M.2    Geskus, R.B.3
  • 12
    • 77955553749 scopus 로고    scopus 로고
    • The mstate package for estimation and prediction in non- and semi-parametric multi-state and competing risks models
    • de Wreede LC, Fiocco M, Putter H., The mstate package for estimation and prediction in non- and semi-parametric multi-state and competing risks models. Comput Methods Programs Biomed. 2010; 99: 261-74.
    • (2010) Comput Methods Programs Biomed , vol.99 , pp. 261-274
    • De Wreede, L.C.1    Fiocco, M.2    Putter, H.3
  • 13
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H., A new look at the statistical model identification. IEEE Trans Autom Control. 1974; 19 (6): 716-23.
    • (1974) IEEE Trans Autom Control , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 16
    • 33747115307 scopus 로고    scopus 로고
    • Using and interpreting cost-effectiveness acceptability curves: An example using data from a trial of management strategies for atrial fibrillation
    • Fenwick E, Marshall DA, Levy AR, Nichol G., Using and interpreting cost-effectiveness acceptability curves: an example using data from a trial of management strategies for atrial fibrillation. BMC Health Serv Res. 2006; 6: 52.
    • (2006) BMC Health Serv Res , vol.6 , pp. 52
    • Fenwick, E.1    Marshall, D.A.2    Levy, A.R.3    Nichol, G.4
  • 17
    • 77957664665 scopus 로고    scopus 로고
    • Addition of rituximab to fludarabine and cyclophosphamide in patients with chronic lymphocytic leukaemia: A randomised, open-label, phase 3 trial
    • Hallek M, Fischer K, Fingerle-Rowson G, et al. Addition of rituximab to fludarabine and cyclophosphamide in patients with chronic lymphocytic leukaemia: a randomised, open-label, phase 3 trial. Lancet. 2010; 376: 1164-74.
    • (2010) Lancet , vol.376 , pp. 1164-1174
    • Hallek, M.1    Fischer, K.2    Fingerle-Rowson, G.3
  • 19
    • 84884609812 scopus 로고    scopus 로고
    • Roche Products Limited. London, UK: National Institute for Health and Clinical Excellence
    • Roche Products Limited. Rituximab for the 1st line treatment of chronic lymphocytic leukaemia. London, UK: National Institute for Health and Clinical Excellence; 2008. Available from: http://www.nice.org.uk/guidance/ta174/resources/roche-submission2
    • (2008) Rituximab for the 1st Line Treatment of Chronic Lymphocytic Leukaemia
  • 22
    • 85019160378 scopus 로고    scopus 로고
    • Structured Data LLC. The beta-PERT distribution
    • Structured Data LLC. The beta-PERT distribution. https://www.riskamp.com/beta-pert
  • 23
    • 84979645289 scopus 로고    scopus 로고
    • Enhanced secondary analysis of survival data: Reconstructing the data from published Kaplan-Meier survival curves
    • Guyot P, Ades AE, Ouwens MJNM, Welton NJ., Enhanced secondary analysis of survival data: reconstructing the data from published Kaplan-Meier survival curves. BMC Med Res Methodol. 2012; 12: 9.
    • (2012) BMC Med Res Methodol , vol.12 , pp. 9
    • Guyot, P.1    Ades, A.E.2    O'Uwens, M.J.N.M.3    Welton, N.J.4
  • 24
    • 84884630949 scopus 로고    scopus 로고
    • Extrapolation of survival data in cost-effectiveness analyses: Improving the current state of play
    • Grieve R, Hawkins N, Pennington M., Extrapolation of survival data in cost-effectiveness analyses: improving the current state of play. Med Decis Making. 2013; 33 (6): 740-42.
    • (2013) Med Decis Making , vol.33 , Issue.6 , pp. 740-742
    • Grieve, R.1    Hawkins, N.2    Pennington, M.3
  • 25
    • 80052757914 scopus 로고    scopus 로고
    • Cautions regarding the fitting and interpretation of survival curves: Examples from NICE single technology appraisals of drugs for cancer
    • Connock M, Hyde C, Moore D., Cautions regarding the fitting and interpretation of survival curves: examples from NICE single technology appraisals of drugs for cancer. Pharmacoeconomics. 2011; 29 (10): 827-37.
    • (2011) Pharmacoeconomics , vol.29 , Issue.10 , pp. 827-837
    • Connock, M.1    Hyde, C.2    Moore, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.