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Volumn 14, Issue 2, 2015, Pages 139-150

How to test hypotheses if you must

Author keywords

Bayesian test; hypothesis tests; likelihood principle; Lindley's paradox; Neyman Pearson lemma; null hypothesis significance tests; planning of experiments; power; sample sizing; sampling frame; type I error; type II error

Indexed keywords

ARTICLE; BAYES THEOREM; DRUG DEVELOPMENT; NULL HYPOTHESIS; PROBABILITY; SAMPLE SIZE; STATISTICAL SIGNIFICANCE; HUMAN; PROCEDURES; STATISTICAL ANALYSIS; STATISTICS AND NUMERICAL DATA;

EID: 84925634275     PISSN: 15391604     EISSN: 15391612     Source Type: Journal    
DOI: 10.1002/pst.1667     Document Type: Article
Times cited : (18)

References (82)
  • 1
    • 84857581844 scopus 로고    scopus 로고
    • Setting an optimal α that minimizes errors in null hypothesis significance tests
    • Mudge JF, Baker LF, Edge CB, Houlahan JE,. Setting an optimal α that minimizes errors in null hypothesis significance tests. PLoS ONE 2012; 7: e32734.
    • (2012) PLoS ONE , vol.7 , pp. e32734
    • Mudge, J.F.1    Baker, L.F.2    Edge, C.B.3    Houlahan, J.E.4
  • 2
    • 84865714104 scopus 로고    scopus 로고
    • Negative consequences of using = 0.05 for environmental monitoring decisions: A case study from a decade of Canada's environmental effects monitoring program
    • Mudge JF, Barrett TJ, Munkittrick KR, Houlahan JE,. Negative consequences of using =0.05 for environmental monitoring decisions: a case study from a decade of Canada's environmental effects monitoring program. Environmental Science and Technology 2012; 46: 9249-9255.
    • (2012) Environmental Science and Technology , vol.46 , pp. 9249-9255
    • Mudge, J.F.1    Barrett, T.J.2    Munkittrick, K.R.3    Houlahan, J.E.4
  • 4
    • 84862245541 scopus 로고    scopus 로고
    • Making statistical significance more significant
    • Baker LF, Mudge JF,. Making statistical significance more significant. Significance 2012; 9 (3): 29-30.
    • (2012) Significance , vol.9 , Issue.3 , pp. 29-30
    • Baker, L.F.1    Mudge, J.F.2
  • 5
    • 0025134686 scopus 로고
    • Statistical power analysis can improve fisheries research and management
    • Peterman RM,. Statistical power analysis can improve fisheries research and management. Canadian Journal of Fisheries and Aquatic Sciences 1990; 47: 2-15.
    • (1990) Canadian Journal of Fisheries and Aquatic Sciences , vol.47 , pp. 2-15
    • Peterman, R.M.1
  • 6
    • 0026749282 scopus 로고
    • Statistical power analysis and the precautionary principle
    • Peterman RM, M'Gonigle M,. Statistical power analysis and the precautionary principle. Marine Pollution Bulletin 1992; 24: 231-234.
    • (1992) Marine Pollution Bulletin , vol.24 , pp. 231-234
    • Peterman, R.M.1    M'Gonigle, M.2
  • 7
    • 0028993801 scopus 로고
    • Scalable decision rules for environmental impact studies: Effect size, type I, and type II errors
    • Mapstone BD,. Scalable decision rules for environmental impact studies: effect size, type I, and type II errors. Ecological Applications 1995; 5: 401-410.
    • (1995) Ecological Applications , vol.5 , pp. 401-410
    • Mapstone, B.D.1
  • 8
    • 3843062246 scopus 로고    scopus 로고
    • Minimizing the cost of environmental management decisions by optimizing statistical thresholds
    • Field SA, Tyre AJ, Jonze N, Rhodes JR, Possingham HP,. Minimizing the cost of environmental management decisions by optimizing statistical thresholds. Ecology Letters 2014; 7: 669-675.
    • (2014) Ecology Letters , vol.7 , pp. 669-675
    • Field, S.A.1    Tyre, A.J.2    Jonze, N.3    Rhodes, J.R.4    Possingham, H.P.5
  • 14
    • 84867291932 scopus 로고    scopus 로고
    • You may believe you are a Bayesian but you are probably wrong
    • Senn S,. You may believe you are a Bayesian but you are probably wrong. Rationality Markets and Morals 2011; 2: 48-66.
    • (2011) Rationality Markets and Morals , vol.2 , pp. 48-66
    • Senn, S.1
  • 15
    • 84925676372 scopus 로고    scopus 로고
    • E9: Statistical principles for clinical trials
    • Available at: Accessed July 2014
    • International Conference of Harmonisation. E9: statistical principles for clinical trials, 1996. Available at: http://www.ema.europa.eu/docs/en-GB/document-library/Scientific-guideline/2009/09/WC500002928.pdf (Accessed July 2014).
    • (1996) International Conference of Harmonisation
  • 16
    • 0000810338 scopus 로고
    • A statistical paradox
    • Lindley DV,. A statistical paradox. Biometrika 1957; 44: 187-192.
    • (1957) Biometrika , vol.44 , pp. 187-192
    • Lindley, D.V.1
  • 17
    • 0000609589 scopus 로고
    • A comment on D.V. Lindley's statistical paradox
    • Bartlett MS,. A comment on D.V. Lindley's statistical paradox. Biometrika 1957; 44: 533-534.
    • (1957) Biometrika , vol.44 , pp. 533-534
    • Bartlett, M.S.1
  • 22
    • 0023879367 scopus 로고    scopus 로고
    • Uniform requirements for manuscripts submitted to medical journals
    • International Committee of Medical journal,. Uniform requirements for manuscripts submitted to medical journals. Annals of Internal Medicine 1998; 108: 258-265
    • (1998) Annals of Internal Medicine , vol.108 , pp. 258-265
  • 26
    • 84971580244 scopus 로고
    • Absence of evidence is not evidence of absence
    • Altman DG, Bland JM,. Absence of evidence is not evidence of absence. British Medical Journal 1995; 311: 485.
    • (1995) British Medical Journal , vol.311 , pp. 485
    • Altman, D.G.1    Bland, J.M.2
  • 27
    • 0020741664 scopus 로고
    • If nothing goes wrong, is everything all right? Interpreting zero numerators
    • Hanley JA, Lippmann-Hand A,. If nothing goes wrong, is everything all right? Interpreting zero numerators. Journal of the American Medical Association 1983; 249: 1743-1745.
    • (1983) Journal of the American Medical Association , vol.249 , pp. 1743-1745
    • Hanley, J.A.1    Lippmann-Hand, A.2
  • 28
    • 0023949561 scopus 로고
    • Confidence intervals extract clinically useful information from data
    • Braitman LE,. Confidence intervals extract clinically useful information from data. Annals of Internal Medicine 1988; 108: 296-8.
    • (1988) Annals of Internal Medicine , vol.108 , pp. 296-298
    • Braitman, L.E.1
  • 35
    • 34248989532 scopus 로고
    • The statistical power of abnormal social psychological research: A review
    • Cohen J,. The statistical power of abnormal social psychological research: a review. Journal of Abnormal and Social Psychology 1962; 65: 145-153.
    • (1962) Journal of Abnormal and Social Psychology , vol.65 , pp. 145-153
    • Cohen, J.1
  • 36
    • 0018076475 scopus 로고
    • The importance of beta, the type II error and sample size in the design and interpretation of the randomized control trial - Survey of 71 negative trials
    • Freiman JA, Chalmers TC, Smith H, Kuebler RR,. The importance of beta, the type II error and sample size in the design and interpretation of the randomized control trial-survey of 71 negative trials. New England Journal of Medicine 1978; 299: 690-694.
    • (1978) New England Journal of Medicine , vol.299 , pp. 690-694
    • Freiman, J.A.1    Chalmers, T.C.2    Smith, H.3    Kuebler, R.R.4
  • 38
    • 4344645978 scopus 로고    scopus 로고
    • Can the pharmaceutical industry reduce attrition rates?
    • Kola I, Landis J,. Can the pharmaceutical industry reduce attrition rates? Nature Drug Discovery 2004; 3: 711-715.
    • (2004) Nature Drug Discovery , vol.3 , pp. 711-715
    • Kola, I.1    Landis, J.2
  • 40
    • 0036783720 scopus 로고    scopus 로고
    • Ethics, data-dependent designs, and the strategy of clinical trials: Time to start learning-as-we-go?
    • Palmer CR,. Ethics, data-dependent designs, and the strategy of clinical trials: time to start learning-as-we-go? Statistical Methods in Medical Research 2002; 11: 381-402.
    • (2002) Statistical Methods in Medical Research , vol.11 , pp. 381-402
    • Palmer, C.R.1
  • 41
    • 0033118672 scopus 로고    scopus 로고
    • Ethics and practice: Alternative designs for phase III randomized clinical trials
    • Palmer CR, Rosenberger WF,. Ethics and practice: alternative designs for phase III randomized clinical trials. Controlled Clinical Trials 1999; 20: 172-186.
    • (1999) Controlled Clinical Trials , vol.20 , pp. 172-186
    • Palmer, C.R.1    Rosenberger, W.F.2
  • 44
    • 0017383508 scopus 로고
    • Sample size determinations for r × c comparative trial
    • Lachin JM,. Sample size determinations for r × c comparative trial. Biometrics 1977; 33: 315-324.
    • (1977) Biometrics , vol.33 , pp. 315-324
    • Lachin, J.M.1
  • 45
    • 79956156443 scopus 로고    scopus 로고
    • The role of the minimum clinically important difference and its impact on designing a trial
    • Chuang-Stein C, Kirby S, Hirsch I, Atkinson G,. The role of the minimum clinically important difference and its impact on designing a trial. Pharmaceutical Statistics 2011; 10: 250-256.
    • (2011) Pharmaceutical Statistics , vol.10 , pp. 250-256
    • Chuang-Stein, C.1    Kirby, S.2    Hirsch, I.3    Atkinson, G.4
  • 46
    • 0007221106 scopus 로고
    • Inference for a Bernoulli process (a Bayesian view)
    • Lindley DV, Phillips LD,. Inference for a Bernoulli process (a Bayesian view). The American Statistician 1976; 30: 112-129.
    • (1976) The American Statistician , vol.30 , pp. 112-129
    • Lindley, D.V.1    Phillips, L.D.2
  • 47
    • 84925676371 scopus 로고    scopus 로고
    • Available at: Accessed July 2014
    • EMEA, 2003. Available at: http://www.ema.europa.eu/docs/en-GB/document-library/Scientific-guideline/2009/09/WC500003639.pdf (Accessed July 2014).
    • (2003)
  • 48
    • 84925621456 scopus 로고    scopus 로고
    • Available at: Accessed July 2014
    • EMA, 2013. Available at: http://www.ema.europa.eu/docs/en-GB/document-library/Scientific-guideline/2013/06/WC500144946.pdf (Accessed July 2014).
    • (2013)
  • 52
    • 33750854903 scopus 로고    scopus 로고
    • Adaptive designs: Terminology and classification
    • Dragalin V,. Adaptive designs: terminology and classification. Drug Information Journal 2006; 40: 425-435.
    • (2006) Drug Information Journal , vol.40 , pp. 425-435
    • Dragalin, V.1
  • 53
    • 78549233402 scopus 로고    scopus 로고
    • Sequential methods in multi-arm clinical trials
    • Dragalin V,. Sequential methods in multi-arm clinical trials. Sequential Analysis 2010; 29: 444-462.
    • (2010) Sequential Analysis , vol.29 , pp. 444-462
    • Dragalin, V.1
  • 54
    • 0001324145 scopus 로고
    • On inferences from Wei's biased coin design for clinical trials (with discussion)
    • Begg CB,. On inferences from Wei's biased coin design for clinical trials (with discussion). Biometrika 1990; 77: 67-484.
    • (1990) Biometrika , vol.77 , pp. 67-484
    • Begg, C.B.1
  • 55
    • 0000327581 scopus 로고
    • Exact two-sample permutation tests based on the randomized play-the-winner rule
    • Wei LJ,. Exact two-sample permutation tests based on the randomized play-the-winner rule. Biometrika 1988; 75: 603-606.
    • (1988) Biometrika , vol.75 , pp. 603-606
    • Wei, L.J.1
  • 56
    • 84972505072 scopus 로고
    • Investigating therapies of potentially great benefit: ECMO
    • Ware JH,. Investigating therapies of potentially great benefit: ECMO. Statistical Science 1989; 4: 298-306.
    • (1989) Statistical Science , vol.4 , pp. 298-306
    • Ware, J.H.1
  • 57
    • 84911964348 scopus 로고    scopus 로고
    • A note regarding meta-analysis of sequential trials with stopping for efficacy
    • Senn S,. A note regarding meta-analysis of sequential trials with stopping for efficacy. Pharmaceutical Statistics 2014; DOI: 10.1002/pst.1639.
    • (2014) Pharmaceutical Statistics
    • Senn, S.1
  • 59
    • 84925676370 scopus 로고    scopus 로고
    • Changing the paradigm of fixed significance levels. Testing hypothesis by minimizing sum of errors type I and type II
    • Pericchi LR, Pereira CAB,. Changing the paradigm of fixed significance levels. Testing hypothesis by minimizing sum of errors type I and type II. Brazilian Journal of Probability and Statistics 2014; http://imstat.org/bjps/papers/BJPS257.pdf.
    • (2014) Brazilian Journal of Probability and Statistics
    • Pericchi, L.R.1    Pereira, C.A.B.2
  • 60
    • 10344244069 scopus 로고    scopus 로고
    • Statistical significance and clinical relevance: The importance of power in clinical trials in dermatology
    • Bhardwaj SS, Camacho F, Derrow A, Fleischer AB, Feldman SR,. Statistical significance and clinical relevance: the importance of power in clinical trials in dermatology. Archives of Dermatology 2004; 140: 1520-1523.
    • (2004) Archives of Dermatology , vol.140 , pp. 1520-1523
    • Bhardwaj, S.S.1    Camacho, F.2    Derrow, A.3    Fleischer, A.B.4    Feldman, S.R.5
  • 61
    • 48549088995 scopus 로고    scopus 로고
    • Statistical significance and biological relevance: A call for a more cautious interpretation of results in ecology
    • Martínez-Abraín A,. Statistical significance and biological relevance: a call for a more cautious interpretation of results in ecology. Acta Oecologica 2008; 34: 9-11.
    • (2008) Acta Oecologica , vol.34 , pp. 9-11
    • Martínez-Abraín, A.1
  • 63
    • 79951561015 scopus 로고    scopus 로고
    • Therapeutic trials, statistical significance, and clinical relevance
    • Tajer CD,. Therapeutic trials, statistical significance, and clinical relevance. Revista Argentina Cardiologica 2010; 78: 385-390.
    • (2010) Revista Argentina Cardiologica , vol.78 , pp. 385-390
    • Tajer, C.D.1
  • 64
    • 74549213651 scopus 로고    scopus 로고
    • Trial and error: How to avoid commonly encountered limitations of published clinical trials
    • Kaul S, Diamond GA,. Trial and error: how to avoid commonly encountered limitations of published clinical trials. Journal of the American College of Cardiology 2010; 55: 415-427.
    • (2010) Journal of the American College of Cardiology , vol.55 , pp. 415-427
    • Kaul, S.1    Diamond, G.A.2
  • 65
    • 0027239848 scopus 로고
    • The role of P-values in analysing trial results
    • Freeman PR,. The role of P-values in analysing trial results. Statistics in Medicine 1993; 12: 1443-1452.
    • (1993) Statistics in Medicine , vol.12 , pp. 1443-1452
    • Freeman, P.R.1
  • 67
    • 0017272279 scopus 로고
    • The combination of randomized and historical controls in clinical trials
    • Pocock SJ,. The combination of randomized and historical controls in clinical trials. Journal of Chronic Diseases 1976; 29: 175-188.
    • (1976) Journal of Chronic Diseases , vol.29 , pp. 175-188
    • Pocock, S.J.1
  • 68
    • 0002083004 scopus 로고    scopus 로고
    • Power prior distributions for regression models
    • Ibrahim JG, Chen MH,. Power prior distributions for regression models. Statistical Science 2000; 15: 46-60.
    • (2000) Statistical Science , vol.15 , pp. 46-60
    • Ibrahim, J.G.1    Chen, M.H.2
  • 69
    • 31344433439 scopus 로고    scopus 로고
    • Evaluating water quality using power priors to incorporate historical information
    • Duan YY, Smith EP,. Evaluating water quality using power priors to incorporate historical information. Environmetrics 2006; 17: 95-106.
    • (2006) Environmetrics , vol.17 , pp. 95-106
    • Duan, Y.Y.1    Smith, E.P.2
  • 73
    • 84865835107 scopus 로고    scopus 로고
    • Commensurate priors for incorporating historical information in clinical trials using general and generalized linear models
    • Hobbs BP, Carlin BP, Sargent DJ,. Commensurate priors for incorporating historical information in clinical trials using general and generalized linear models. Bayesian Analysis 2012; 7: 1-36.
    • (2012) Bayesian Analysis , vol.7 , pp. 1-36
    • Hobbs, B.P.1    Carlin, B.P.2    Sargent, D.J.3
  • 75
    • 0020144917 scopus 로고
    • The use of historical control information in testing for a trend in proportions
    • Tarone RE,. The use of historical control information in testing for a trend in proportions. Biometrics 1982; 38: 215-220.
    • (1982) Biometrics , vol.38 , pp. 215-220
    • Tarone, R.E.1
  • 79
    • 0002516459 scopus 로고
    • Sequential trials, sequential analysis and the likelihood principle
    • Cornfield J,. Sequential trials, sequential analysis and the likelihood principle. The American Statistician 1966; 20: 19-23.
    • (1966) The American Statistician , vol.20 , pp. 19-23
    • Cornfield, J.1


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