메뉴 건너뛰기




Volumn 115, Issue 23, 2009, Pages 5371-5381

Bayesian statistics in oncology: A guide for the clinical investigator

Author keywords

Bayesian analysis; Biostatistics; Clinical trial; Oncology

Indexed keywords

BAYES THEOREM; CANCER STATISTICS; CLINICAL TRIAL; EVIDENCE BASED MEDICINE; HUMAN; PRIORITY JOURNAL; PROBABILITY; REVIEW; STATISTICAL ANALYSIS;

EID: 72249115118     PISSN: 0008543X     EISSN: 10970142     Source Type: Journal    
DOI: 10.1002/cncr.24628     Document Type: Review
Times cited : (43)

References (51)
  • 3
    • 34447572873 scopus 로고    scopus 로고
    • Randomized phase II study of gemcitabine and docetaxel compared with gemcitabine alone in patients with metastatic soft tissue sarcomas: Results of sarcoma alliance for research through collaboration study 002
    • Maki RG, Wathen JK, Patel SR, et al. Randomized phase II study of gemcitabine and docetaxel compared with gemcitabine alone in patients with metastatic soft tissue sarcomas: results of sarcoma alliance for research through collaboration study 002. J Clin Oncol. 2007;25:2755-2763.
    • (2007) J Clin Oncol , vol.25 , pp. 2755-2763
    • Maki, R.G.1    Wathen, J.K.2    Patel, S.R.3
  • 4
    • 24944510799 scopus 로고    scopus 로고
    • Introduction to Bayesian methods III: Use and interpretation of Bayesian tools in design and analysis
    • Berry DA. Introduction to Bayesian methods III: use and interpretation of Bayesian tools in design and analysis. Clin Trials. 2005;2:295-300.
    • (2005) Clin Trials. , vol.2 , pp. 295-300
    • Berry, D.A.1
  • 5
    • 0030737527 scopus 로고    scopus 로고
    • Continuous hyperfractionated accelerated radiotherapy (CHART) versus conventional radiotherapy in nonsmall- Cell lung cancer: A randomised multicentre trial. CHART Steering Committee
    • Saunders M, Dische S, Barrett A, Harvey A, Gibson D, Parmar M. Continuous hyperfractionated accelerated radiotherapy (CHART) versus conventional radiotherapy in nonsmall- cell lung cancer: a randomised multicentre trial. CHART Steering Committee. Lancet. 1997;350:161-165.
    • (1997) Lancet , vol.350 , pp. 161-165
    • Saunders, M.1    Dische, S.2    Barrett, A.3    Harvey, A.4    Gibson, D.5    Parmar, M.6
  • 6
    • 0030739859 scopus 로고    scopus 로고
    • A randomised multicentre trial of CHART versus conventional radiotherapy in head and neck cancer
    • DOI 10.1016/S0167-8140(97)00094-7, PII S0167814097000947
    • Dische S, Saunders M, Barrett A, Harvey A, Gibson D, Parmar M. A randomised multicentre trial of CHART versus conventional radiotherapy in head and neck cancer. Radiother Oncol. 1997;44:123-136. (Pubitemid 27345199)
    • (1997) Radiotherapy and Oncology , vol.44 , Issue.2 , pp. 123-136
    • Dische, S.1    Saunders, M.2    Barrett, A.3    Harvey, A.4    Gibson, D.5    Parmar, M.6
  • 7
    • 0033179899 scopus 로고    scopus 로고
    • Continuous, hyperfractionated, accelerated radiotherapy (CHART) versus conventional radiotherapy in non-small cell lung cancer: Mature data from the randomised multicentre trial. CHART Steering committee
    • Saunders M, Dische S, Barrett A, Harvey A, Griffiths G, Palmar M. Continuous, hyperfractionated, accelerated radiotherapy (CHART) versus conventional radiotherapy in non-small cell lung cancer: mature data from the randomised multicentre trial. CHART Steering committee. Radiother Oncol. 1999;52:137-148.
    • (1999) Radiother Oncol , vol.52 , pp. 137-148
    • Saunders, M.1    Dische, S.2    Barrett, A.3    Harvey, A.4    Griffiths, G.5    Palmar, M.6
  • 8
    • 0001185873 scopus 로고
    • An essay towards solving a problem in the doctrine of chances
    • Bayes T. An essay towards solving a problem in the doctrine of chances. Philos Trans R Soc Lond. 1763;53:370-418.
    • (1763) Philos Trans R Soc Lond. , vol.53 , pp. 370-418
    • Bayes, T.1
  • 9
    • 84867122371 scopus 로고    scopus 로고
    • When did Bayesian inference become "Bayesian."
    • Feinberg SE. When did Bayesian inference become "Bayesian." Bayesian Anal. 2006;1:1-40.
    • (2006) Bayesian Anal , vol.1 , pp. 1-40
    • Feinberg, S.E.1
  • 11
    • 1442300946 scopus 로고    scopus 로고
    • Comprehensive decision analytical modelling in economic evaluation: A Bayesian approach
    • DOI 10.1002/hec.804
    • Cooper NJ, Sutton AJ, Abrams KR, Turner D, Wailoo A. Comprehensive decision analytical modelling in economic evaluation: a Bayesian approach. Health Econ. 2004;13:203-226. (Pubitemid 38292479)
    • (2004) Health Economics , vol.13 , Issue.3 , pp. 203-206
    • Cooper, N.J.1    Sutton, A.J.2    Abrams, K.R.3    Turner, D.4    Wailoo, A.5
  • 12
    • 0035041899 scopus 로고    scopus 로고
    • A Bayesian approach to stochastic cost-effectiveness analysis. An illustration and application to blood pressure control in type 2 diabetes
    • Briggs AH. A Bayesian approach to stochastic cost-effectiveness analysis. An illustration and application to blood pressure control in type 2 diabetes. Int J Technol Assess Health Care. 2001;17:69-82.
    • (2001) Int J Technol Assess Health Care , vol.17 , pp. 69-82
    • Briggs, A.H.1
  • 13
    • 35548929021 scopus 로고    scopus 로고
    • Decision theory: What "should" the nervous system do?
    • Kording K. Decision theory: what "should" the nervous system do? Science. 2007;318:606-610.
    • (2007) Science , vol.318 , pp. 606-610
    • Kording, K.1
  • 14
    • 0034672540 scopus 로고    scopus 로고
    • Evidence-based medicine as Bayesian decision-making
    • Ashby D, Smith AF. Evidence-based medicine as Bayesian decision-making. Stat Med. 2000;19:3291-3305.
    • (2000) Stat Med. , vol.19 , pp. 3291-3305
    • Ashby, D.1    Smith, A.F.2
  • 15
    • 38849177523 scopus 로고    scopus 로고
    • Prioritizing climate change adaptation needs for food security in 2030
    • DOI 10.1126/science.1152339
    • Lobell DB, Burke MB, Tebaldi C, Mastrandrea MD, Falcon WP, Naylor RL. Prioritizing climate change adaptation needs for food security in 2030. Science. 2008;319:607-610. (Pubitemid 351197060)
    • (2008) Science , vol.319 , Issue.5863 , pp. 607-610
    • Lobell, D.B.1    Burke, M.B.2    Tebaldi, C.3    Mastrandrea, M.D.4    Falcon, W.P.5    Naylor, R.L.6
  • 16
    • 0033564491 scopus 로고    scopus 로고
    • Toward evidence-based medical statistics. 1: The P value fallacy
    • Goodman SN. Toward evidence-based medical statistics. 1: The P value fallacy. Ann Intern Med. 1999;130:995-1004.
    • (1999) Ann Intern Med. , vol.130 , pp. 995-1004
    • Goodman, S.N.1
  • 18
    • 24944556710 scopus 로고    scopus 로고
    • Introduction to Bayesian methods II: Fundamental concepts
    • DOI 10.1191/1740774505cn099oa
    • Louis TA. Introduction to Bayesian methods II: fundamental concepts. Clin Trials. 2005;2:291-294. (Pubitemid 41306269)
    • (2005) Clinical Trials , vol.2 , Issue.4 , pp. 291-294
    • Louis, T.A.1
  • 20
    • 5044221416 scopus 로고    scopus 로고
    • Combination of direct and indirect evidence in mixed treatment comparisons
    • DOI 10.1002/sim.1875
    • Lu G, Ades AE. Combination of direct and indirect evidence in mixed treatment comparisons. Stat Med. 2004;23: 3105-3124. (Pubitemid 39334902)
    • (2004) Statistics in Medicine , vol.23 , Issue.20 , pp. 3105-3124
    • Lu, G.1    Ades, A.E.2
  • 21
    • 0035961574 scopus 로고    scopus 로고
    • Quantifying and documenting prior beliefs in clinical trials
    • DOI 10.1002/sim.694
    • Chaloner K, Rhame FS. Quantifying and documenting prior beliefs in clinical trials. Stat Med. 2001;20:581-600. (Pubitemid 32166421)
    • (2001) Statistics in Medicine , vol.20 , Issue.4 , pp. 581-600
    • Chaloner, K.1    Rhame, F.S.2
  • 22
    • 0027965667 scopus 로고
    • The CHART trials: Bayesian design and monitoring in practice. CHART Steering Committee
    • Parmar MK, Spiegelhalter DJ, Freedman LS. The CHART trials: Bayesian design and monitoring in practice. CHART Steering Committee. Stat Med. 1994;13:1297-1312.
    • (1994) Stat Med. , vol.13 , pp. 1297-1312
    • Parmar, M.K.1    Spiegelhalter, D.J.2    Freedman, L.S.3
  • 23
    • 0028788775 scopus 로고
    • Prime time for Bayes
    • Kadane JB. Prime time for Bayes. Control Clin Trials. 1995;16:313-318.
    • (1995) Control Clin Trials , vol.16 , pp. 313-318
    • Kadane, J.B.1
  • 24
    • 1442310689 scopus 로고    scopus 로고
    • Interpreting statistics in medical literature: A vade mecum for surgeons
    • DOI 10.1016/j.jamcollsurg.2003.09.017, PII S1072751503011207
    • Guller U, Delong ER. Interpreting statistics in medical literature: a vade mecum for surgeons. J Am Coll Surg. 2004; 198:441-458. (Pubitemid 38283736)
    • (2004) Journal of the American College of Surgeons , vol.198 , Issue.3 , pp. 441-458
    • Guller, U.1    Delong, E.R.2
  • 25
    • 24944474346 scopus 로고    scopus 로고
    • Introduction to Bayesian methods I: Measuring the strength of evidence
    • DOI 10.1191/1740774505cn098oa
    • Goodman SN. Introduction to Bayesian methods I: measuring the strength of evidence. Clin Trials. 2005;2:282-290. (Pubitemid 41306268)
    • (2005) Clinical Trials , vol.2 , Issue.4 , pp. 282-290
    • Goodman, S.N.1
  • 27
    • 0038811777 scopus 로고    scopus 로고
    • Adaptive randomized study of idarubicin and cytarabine versus troxacitabine and cytarabine versus troxacitabine and idarubicin in untreated patients 50 years or older with adverse karyotype acute myeloid leukemia
    • Giles FJ, Kantarjian HM, Cortes JE, et al. Adaptive randomized study of idarubicin and cytarabine versus troxacitabine and cytarabine versus troxacitabine and idarubicin in untreated patients 50 years or older with adverse karyotype acute myeloid leukemia. J Clin Oncol. 2003;21:1722-1727.
    • (2003) J Clin Oncol. , vol.21 , pp. 1722-1727
    • Giles, F.J.1    Kantarjian, H.M.2    Cortes, J.E.3
  • 28
    • 0037374008 scopus 로고    scopus 로고
    • Validity of indirect comparison for estimating efficacy of competing interventions: Empirical evidence from published meta-analyses
    • Song F, Altman DG, Glenny AM, Deeks JJ. Validity of indirect comparison for estimating efficacy of competing interventions: empirical evidence from published meta-analyses. BMJ. 2003;326:472.
    • (2003) BMJ , vol.326 , pp. 472
    • Song, F.1    Altman, D.G.2    Glenny, A.M.3    Deeks, J.J.4
  • 29
    • 0042561887 scopus 로고    scopus 로고
    • Early stopping in clinical trials and epidemiologic studies for "futility": Conditional power versus sequential analysis
    • van der Tweel I, van Noord PA. Early stopping in clinical trials and epidemiologic studies for "futility": conditional power versus sequential analysis. J Clin Epidemiol. 2003;56: 610-617.
    • (2003) J Clin Epidemiol , vol.56 , pp. 610-617
    • Van Der Tweel, I.1    Van Noord, P.A.2
  • 30
    • 34547659861 scopus 로고    scopus 로고
    • A parallel phase I/II clinical trial design for combination therapies
    • DOI 10.1111/j.1541-0420.2006.00685.x
    • Huang X, Biswas S, Oki Y, Issa JP, Berry DA. A parallel phase I/II clinical trial design for combination therapies. Biometrics. 2007;63:429-436. (Pubitemid 47222559)
    • (2007) Biometrics , vol.63 , Issue.2
    • Huang, X.1    Biswas, S.2    Oki, Y.3    Issa, J.-P.4    Berry, D.A.5
  • 31
    • 1342289781 scopus 로고    scopus 로고
    • Phase I trial using a time-to-event continual reassessment strategy for dose escalation of cisplatin combined with gemcitabine and radiation therapy in pancreatic cancer
    • DOI 10.1200/JCO.2004.03.129
    • Muler JH, McGinn CJ, Normolle D, et al. Phase I trial using a time-to-event continual reassessment strategy for dose escalation of cisplatin combined with gemcitabine and radiation therapy in pancreatic cancer. J Clin Oncol. 2004; 22:238-243. (Pubitemid 41095087)
    • (2004) Journal of Clinical Oncology , vol.22 , Issue.2 , pp. 238-243
    • Muler, J.H.1    McGinn, C.J.2    Normolle, D.3    Lawrence, T.4    Brown, D.5    Hejna, G.6    Zalupski, M.M.7
  • 32
    • 33749063821 scopus 로고    scopus 로고
    • Designing dose-escalation trials with late-onset toxicities using the time-to-event continual reassessment method
    • DOI 10.1200/JCO.2005.04.3844
    • Normolle D, Lawrence T. Designing dose-escalation trials with late-onset toxicities using the time-to-event continual reassessment method. J Clin Oncol. 2006;24: 4426-4433. (Pubitemid 46630980)
    • (2006) Journal of Clinical Oncology , vol.24 , Issue.27 , pp. 4426-4433
    • Normolle, D.1    Lawrence, T.2
  • 33
    • 0036968867 scopus 로고    scopus 로고
    • Seamlessly expanding a randomized phase II trial to phase III
    • Inoue LY, Thall PF, Berry DA. Seamlessly expanding a randomized phase II trial to phase III. Biometrics. 2002;58: 823-831. (Pubitemid 36133760)
    • (2002) Biometrics , vol.58 , Issue.4 , pp. 823-831
    • Inoue, L.Y.T.1    Thall, P.F.2    Berry, D.A.3
  • 34
    • 22044446634 scopus 로고    scopus 로고
    • Meta-analyses and adaptive group sequential designs in the clinical development process
    • DOI 10.1081/BIP-200062273
    • Jennison C, Turnbull BW. Meta-analyses and adaptive group sequential designs in the clinical development process. J Biopharm Stat. 2005;15:537-558. (Pubitemid 40967298)
    • (2005) Journal of Biopharmaceutical Statistics , vol.15 , Issue.4 , pp. 537-558
    • Jennison, C.1    Turnbull, B.W.2
  • 36
    • 2642551427 scopus 로고    scopus 로고
    • Conditional bias of point estimates following a group sequential test
    • DOI 10.1081/BIP-120037195
    • Fan XF, DeMets DL, Lan KK. Conditional bias of point estimates following a group sequential test. J Biopharm Stat. 2004;14:505-530. (Pubitemid 38715797)
    • (2004) Journal of Biopharmaceutical Statistics , vol.14 , Issue.2 , pp. 505-530
    • Fan, X.1    Demets, D.L.2    Lan, K.K.G.3
  • 37
    • 34347386515 scopus 로고    scopus 로고
    • Stopping at nothing? Some dilemmas of data monitoring in clinical trials
    • Goodman SN. Stopping at nothing? Some dilemmas of data monitoring in clinical trials. Ann Intern Med. 2007;146:882-887.
    • (2007) Ann Intern Med , vol.146 , pp. 882-887
    • Goodman, S.N.1
  • 38
    • 33645315892 scopus 로고    scopus 로고
    • Bayesian perspectives for epidemiological research: I. Foundations and basic methods
    • Greenland S. Bayesian perspectives for epidemiological research: I. Foundations and basic methods. Int J Epidemiol. 2006;35:765-775.
    • (2006) Int J Epidemiol , vol.35 , pp. 765-775
    • Greenland, S.1
  • 39
    • 39549093107 scopus 로고    scopus 로고
    • Recent developments in meta-analysis
    • Sutton AJ, Higgins JP. Recent developments in meta-analysis. Stat Med. 2008;27:625-650.
    • (2008) Stat Med , vol.27 , pp. 625-650
    • Sutton, A.J.1    Higgins, J.P.2
  • 40
    • 33646493702 scopus 로고    scopus 로고
    • Meta-analysis of sentinel lymph node biopsy after preoperative chemotherapy in patients with breast cancer
    • Xing Y, Foy M, Cox DD, Kuerer HM, Hunt KK, Cormier JN. Meta-analysis of sentinel lymph node biopsy after preoperative chemotherapy in patients with breast cancer. Br J Surg. 2006;93:539-546.
    • (2006) Br J Surg , vol.93 , pp. 539-546
    • Xing, Y.1    Foy, M.2    Cox, D.D.3    Kuerer, H.M.4    Hunt, K.K.5    Cormier, J.N.6
  • 41
    • 39449122181 scopus 로고    scopus 로고
    • Bayesians in clinical trials: Asleep at the switch
    • Moye LA. Bayesians in clinical trials: asleep at the switch. Stat Med. 2008;27:469-482.
    • (2008) Stat Med , vol.27 , pp. 469-482
    • Moye, L.A.1
  • 45
    • 85090638925 scopus 로고    scopus 로고
    • Available at: Accessed April 24, 2008
    • OpenBugs, the University of Helsinki, Finland. Available at: http://mathstat.helsinki.fi/openbugs/ Accessed April 24, 2008.
    • OpenBugs
  • 49
    • 13844266733 scopus 로고    scopus 로고
    • Seven items were identified for inclusion when reporting a Bayesian analysis of a clinical study
    • DOI 10.1016/j.jclinepi.2004.08.010
    • Sung L, Hayden J, Greenberg ML, Koren G, Feldman BM, Tomlinson GA. Seven items were identified for inclusion when reporting a Bayesian analysis of a clinical study. J Clin Epidemiol. 2005;58:261-268. (Pubitemid 40249468)
    • (2005) Journal of Clinical Epidemiology , vol.58 , Issue.3 , pp. 261-268
    • Sung, L.1    Hayden, J.2    Greenberg, M.L.3    Koren, G.4    Feldman, B.M.5    Tomlinson, G.A.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.