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Volumn 2017, Issue 7, 2017, Pages

The earth is flat (p > 0:05): Significance thresholds and the crisis of unreplicable research

Author keywords

Graded evidence; Nonsignificant; P value; Publication bias; Replicability; Reproducibility; Significant; Threshold; Truth inflation; Winner's curse

Indexed keywords

ALTERNATIVE HYPOTHESIS; CONFIDENCE INTERVAL; DECISION MAKING; DREDGING; EFFECT SIZE; LICENCE; NULL HYPOTHESIS; PUBLISHING; RELIABILITY; REPRODUCIBILITY; SAMPLE SIZE; STATISTICAL SIGNIFICANCE; STATISTICS;

EID: 85021855749     PISSN: None     EISSN: 21678359     Source Type: Journal    
DOI: 10.7717/peerj.3544     Document Type: Article
Times cited : (214)

References (212)
  • 4
    • 84975246894 scopus 로고    scopus 로고
    • Is there a reproducibility crisis?
    • Baker M. 2016. Is there a reproducibility crisis? Nature 533:452-454 DOI 10.1038/533452a.
    • (2016) Nature , vol.533 , pp. 452-454
    • Baker, M.1
  • 5
    • 84901596379 scopus 로고    scopus 로고
    • To P or not to P?
    • Barber JJ, Ogle K. 2014. To P or not to P? Ecology 95:621-626 DOI 10.1890/13-1402.1.
    • (2014) Ecology , vol.95 , pp. 621-626
    • Barber, J.J.1    Ogle, K.2
  • 6
    • 84971324051 scopus 로고    scopus 로고
    • Rejection odds and rejection ratios: a proposal for statistical practice in testing hypotheses
    • Bayarri MJ, Benjamin DJ, Berger JO, Sellke TM. 2016. Rejection odds and rejection ratios: a proposal for statistical practice in testing hypotheses. Journal of Mathematical Psychology 72:90-103 DOI 10.1016/j.jmp.2015.12.007.
    • (2016) Journal of Mathematical Psychology , vol.72 , pp. 90-103
    • Bayarri, M.J.1    Benjamin, D.J.2    Berger, J.O.3    Sellke, T.M.4
  • 7
    • 84936527430 scopus 로고
    • Statistical analysis and the illusion of objectivity
    • Berger JO, Berry DA. 1988. Statistical analysis and the illusion of objectivity. American Scientist 76:159-165.
    • (1988) American Scientist , vol.76 , pp. 159-165
    • Berger, J.O.1    Berry, D.A.2
  • 8
    • 84946647285 scopus 로고
    • Some difficulties of interpretation encountered in the application of the chi-square test
    • Berkson J. 1938. Some difficulties of interpretation encountered in the application of the chi-square test. Journal of the American Statistical Association 33:526-536 DOI 10.2307/2279690.
    • (1938) Journal of the American Statistical Association , vol.33 , pp. 526-536
    • Berkson, J.1
  • 9
    • 84976291730 scopus 로고    scopus 로고
    • P-values are not what theyre cracked up to be Supplemental material to the ASA statement on p-values and statistical significance
    • Berry DA. 2016. P-values are not what theyre cracked up to be. Supplemental material to the ASA statement on p-values and statistical significance. The American Statistician 70(2):129-133 DOI 10.1080/00031305.2016.1154108.
    • (2016) The American Statistician , vol.70 , Issue.2 , pp. 129-133
    • Berry, D.A.1
  • 10
    • 84963983996 scopus 로고    scopus 로고
    • Problems in using p-curve analysis and text-mining to detect rate of p-hacking and evidential value
    • Bishop DVM, Thompson PA. 2016. Problems in using p-curve analysis and text-mining to detect rate of p-hacking and evidential value. PeerJ 4:e1715 DOI 10.7717/peerj.1715.
    • (2016) PeerJ , vol.4
    • Bishop, D.V.M.1    Thompson, P.A.2
  • 11
    • 84856063513 scopus 로고    scopus 로고
    • P-value precision and reproducibility
    • Boos DD, Stefanski LA. 2011. P-value precision and reproducibility. American Statisti- cian 65:213-221 DOI 10.1198/tas.2011.10129.
    • (2011) American Statisti- cian , vol.65 , pp. 213-221
    • Boos, D.D.1    Stefanski, L.A.2
  • 13
    • 0001135785 scopus 로고
    • Sampling and Bayes inference in scientific modeling and robustness
    • Box GEP. 1980. Sampling and Bayes inference in scientific modeling and robustness. Journal of the Royal Statistical Society, Series A 143:383-430 DOI 10.2307/2982063.
    • (1980) Journal of the Royal Statistical Society, Series A , vol.143 , pp. 383-430
    • Box, G.E.P.1
  • 14
    • 84898683169 scopus 로고    scopus 로고
    • Malignant side effects of null-hypothesis significance testing
    • Branch M. 2014. Malignant side effects of null-hypothesis significance testing. Theory & Psychology 24:256-277 DOI 10.1177/0959354314525282.
    • (2014) Theory & Psychology , vol.24 , pp. 256-277
    • Branch, M.1
  • 15
    • 84933675226 scopus 로고    scopus 로고
    • Deep impact: unintended consequences of journal rank
    • Brembs B, Button K, Munafo M. 2013. Deep impact: unintended consequences of journal rank. Frontiers in Human Neuroscience 7:Article 291 DOI 10.3389/fnhum.2013.00291.
    • (2013) Frontiers in Human Neuroscience , vol.7
    • Brembs, B.1    Button, K.2    Munafo, M.3
  • 18
    • 58149409940 scopus 로고
    • Editorial: some remarks from the outgoing editor
    • Campbell JP. 1982. Editorial: some remarks from the outgoing editor. Journal of Applied Psychology 67:691-700 DOI 10.1037/h0077946.
    • (1982) Journal of Applied Psychology , vol.67 , pp. 691-700
    • Campbell, J.P.1
  • 20
    • 84925916132 scopus 로고
    • Case against statistical significance testing
    • Carver RP. 1978. Case against statistical significance testing. Harvard Educational Review 48:378-399 DOI 10.17763/haer.48.3.t490261645281841.
    • (1978) Harvard Educational Review , vol.48 , pp. 378-399
    • Carver, R.P.1
  • 22
    • 34248989532 scopus 로고
    • The statistical power of abnormal-social psychological research: a review
    • Cohen J. 1962. The statistical power of abnormal-social psychological research: a review. Journal of Abnormal Psychology 65:145-153 DOI 10.1037/h0045186.
    • (1962) Journal of Abnormal Psychology , vol.65 , pp. 145-153
    • Cohen, J.1
  • 23
    • 0000626699 scopus 로고
    • Things I have learned (so far)
    • Cohen J. 1990. Things I have learned (so far). American Psychologist 45:1304-1312 DOI 10.1037//0003-066x.45.12.1304.
    • (1990) American Psychologist , vol.45 , pp. 1304-1312
    • Cohen, J.1
  • 24
    • 0039802908 scopus 로고
    • The earth is round (p < :05)
    • Cohen J. 1994. The earth is round (p < :05). American Psychologist 49:997-1003 DOI 10.1037/0003-066x.50.12.1103.
    • (1994) American Psychologist , vol.49 , pp. 997-1003
    • Cohen, J.1
  • 25
    • 84923382534 scopus 로고    scopus 로고
    • An investigation of the false discovery rate and the misinterpretation of p-values
    • Colquhoun D. 2014. An investigation of the false discovery rate and the misinterpretation of p-values. Royal Society Open Science 1:140216 DOI 10.1098/rsos.140216.
    • (2014) Royal Society Open Science , vol.1 , pp. 140216
    • Colquhoun, D.1
  • 26
    • 83555178803 scopus 로고    scopus 로고
    • Confidence intervals permit, but do not guarantee, better inference than statistical significance testing
    • Coulson M, Healey M, Fidler F, Cumming G. 2010. Confidence intervals permit, but do not guarantee, better inference than statistical significance testing. Frontiers in Psychology 1:Article 26 DOI 10.3389/fpsyg.2010.00026.
    • (2010) Frontiers in Psychology , vol.1
    • Coulson, M.1    Healey, M.2    Fidler, F.3    Cumming, G.4
  • 28
    • 0000020125 scopus 로고
    • On the origins of the .05 level of statistical significance
    • Cowles M, Davis C. 1982b. On the origins of the .05 level of statistical significance. American Psychologist 37:553-558 DOI 10.1037/0003-066x.37.5.553.
    • (1982) American Psychologist , vol.37 , pp. 553-558
    • Cowles, M.1    Davis, C.2
  • 29
    • 0030455053 scopus 로고    scopus 로고
    • The ''file drawer problem'' of non-significant results: does it apply to biological research?
    • Csada RD, James PC, Espie RHM. 1996. The ''file drawer problem'' of non-significant results: does it apply to biological research? Oikos 76:591-593 DOI 10.2307/3546355.
    • (1996) Oikos , vol.76 , pp. 591-593
    • Csada, R.D.1    James, P.C.2    Espie, R.H.M.3
  • 30
    • 67649481532 scopus 로고    scopus 로고
    • Inference by eye: pictures of confidence intervals and thinking about levels of confidence
    • Cumming G. 2007. Inference by eye: pictures of confidence intervals and thinking about levels of confidence. Teaching Statistics 29:89-93 DOI 10.1111/j.1467-9639.2007.00267.x.
    • (2007) Teaching Statistics , vol.29 , pp. 89-93
    • Cumming, G.1
  • 31
    • 84993734294 scopus 로고    scopus 로고
    • Replication and p intervals
    • Cumming G. 2008. Replication and p intervals. Perspectives on Psychological Science 3:286-300 DOI 10.1111/j.1745-6924.2008.00079.x.
    • (2008) Perspectives on Psychological Science , vol.3 , pp. 286-300
    • Cumming, G.1
  • 33
    • 84891940182 scopus 로고    scopus 로고
    • The new statistics: why and how
    • Cumming G. 2014. The new statistics: why and how. Psychological Science 25:7-29 DOI 10.1177/0956797613504966.
    • (2014) Psychological Science , vol.25 , pp. 7-29
    • Cumming, G.1
  • 34
    • 71949102469 scopus 로고
    • Are all economic hypotheses false?
    • Delong JB, Lang K. 1992. Are all economic hypotheses false? Journal of Political Economy 100:1257-1272 DOI 10.1086/261860.
    • (1992) Journal of Political Economy , vol.100 , pp. 1257-1272
    • Delong, J.B.1    Lang, K.2
  • 35
    • 84926443410 scopus 로고    scopus 로고
    • A surge of p-values between 0.041 and 0.049 in recent decades (but negative results are increasing rapidly too)
    • De Winter JCF, Dodou D. 2015. A surge of p-values between 0.041 and 0.049 in recent decades (but negative results are increasing rapidly too). PeerJ 3:e733 DOI 10.7717/peerj.733.
    • (2015) PeerJ , vol.3
    • De Winter, J.C.F.1    Dodou, D.2
  • 36
    • 85175261271 scopus 로고    scopus 로고
    • Using Bayes to get the most out of non-significant results
    • Dienes Z. 2014. Using Bayes to get the most out of non-significant results. Frontiers in Psychology 5:Article 781 DOI 10.3389/fpsyg.2014.00781.
    • (2014) Frontiers in Psychology , vol.5
    • Dienes, Z.1
  • 37
    • 0141567852 scopus 로고    scopus 로고
    • The p-value fallacy and how to avoid it
    • Dixon P. 2003. The p-value fallacy and how to avoid it. Canadian Journal of Experimental Psychology 57:189-202 DOI 10.1037/h0087425.
    • (2003) Canadian Journal of Experimental Psychology , vol.57 , pp. 189-202
    • Dixon, P.1
  • 38
    • 84973341488 scopus 로고    scopus 로고
    • Most of the time, P is an unreliable marker, so we need no exact cut-off
    • Drummond GB. 2016. Most of the time, P is an unreliable marker, so we need no exact cut-off. British Journal of Anaesthesia 116:893-893 DOI 10.1093/bja/aew146.
    • (2016) British Journal of Anaesthesia , vol.116 , pp. 893-893
    • Drummond, G.B.1
  • 39
    • 84879803885 scopus 로고    scopus 로고
    • Systematic review of the empirical evidence of study publication bias and outcome reporting bias-an updated review
    • Dwan K, Gamble C, Williamson PR, Kirkham JJ, the Reporting Bias Group. 2013. Systematic review of the empirical evidence of study publication bias and outcome reporting bias-an updated review. PLOS ONE 8:e66844 DOI 10.1371/journal.pone.0066844.
    • (2013) PLOS ONE , vol.8
    • Dwan, K.1    Gamble, C.2    Williamson, P.R.3    Kirkham, J.J.4
  • 40
    • 84950937789 scopus 로고
    • Hypothesis testing without fixed levels of significance
    • Edgington ES. 1970. Hypothesis testing without fixed levels of significance. Journal of Psychology 76:109-115 DOI 10.1080/00223980.1970.9916827.
    • (1970) Journal of Psychology , vol.76 , pp. 109-115
    • Edgington, E.S.1
  • 41
    • 26444433586 scopus 로고
    • Bayesian statistical inference for psychological research
    • Edwards W, Lindman H, Savage LJ. 1963. Bayesian statistical inference for psychological research. Psychological Review 70:193-242 DOI 10.1037/h0044139.
    • (1963) Psychological Review , vol.70 , pp. 193-242
    • Edwards, W.1    Lindman, H.2    Savage, L.J.3
  • 42
    • 0009890860 scopus 로고
    • The concept of statistical significance and the controversy about onetailed tests
    • Eysenck HJ. 1960. The concept of statistical significance and the controversy about onetailed tests. Psychological Review 67:269-271 DOI 10.1037/h0048412.
    • (1960) Psychological Review , vol.67 , pp. 269-271
    • Eysenck, H.J.1
  • 43
    • 84940689002 scopus 로고    scopus 로고
    • Conceptualizing and evaluating the replication of research results
    • Fabrigar LR, Wegener DT. 2016. Conceptualizing and evaluating the replication of research results. Journal of Experimental Social Psychology 66:68-80 DOI 10.1016/j.jesp.2015.07.009.
    • (2016) Journal of Experimental Social Psychology , vol.66 , pp. 68-80
    • Fabrigar, L.R.1    Wegener, D.T.2
  • 44
    • 84856526329 scopus 로고    scopus 로고
    • Negative results are disappearing from most disciplines and countries
    • Fanelli D. 2012. Negative results are disappearing from most disciplines and countries. Scientometrics 90:891-904 DOI 10.1007/s11192-011-0494-7.
    • (2012) Scientometrics , vol.90 , pp. 891-904
    • Fanelli, D.1
  • 46
    • 84869028702 scopus 로고    scopus 로고
    • A vast graveyard of undead theories: publication bias and psychological science's aversion to the null
    • Ferguson CJ, Heene M. 2012. A vast graveyard of undead theories: publication bias and psychological science's aversion to the null. Perspectives on Psychological Science 7:555-561 DOI 10.1177/1745691612459059.
    • (2012) Perspectives on Psychological Science , vol.7 , pp. 555-561
    • Ferguson, C.J.1    Heene, M.2
  • 47
    • 33748948234 scopus 로고    scopus 로고
    • Impact of criticism of null-hypothesis significance testing on statistical reporting practices in conservation biology
    • Fidler F, Burgman MA, Cumming G, Buttrose R, Thomason N. 2006. Impact of criticism of null-hypothesis significance testing on statistical reporting practices in conservation biology. Conservation Biology 20:1539-1544 DOI 10.1111/j.1523-1739.2006.00525.x.
    • (2006) Conservation Biology , vol.20 , pp. 1539-1544
    • Fidler, F.1    Burgman, M.A.2    Cumming, G.3    Buttrose, R.4    Thomason, N.5
  • 48
    • 10144257867 scopus 로고    scopus 로고
    • Statistical reform in medicine, psychology and ecology
    • Fidler F, Geoff C, Mark B, Neil T. 2004. Statistical reform in medicine, psychology and ecology. The Journal of Socio-Economics 33:615-630 DOI 10.1016/j.socec.2004.09.035.
    • (2004) The Journal of Socio-Economics , vol.33 , pp. 615-630
    • Fidler, F.1    Geoff, C.2    Mark, B.3    Neil, T.4
  • 49
    • 84993683954 scopus 로고    scopus 로고
    • Reporting of statistical inference in the Journal of Applied Psychology: little evidence of reform
    • Finch S, Cumming G, Thomason N. 2001. Reporting of statistical inference in the Journal of Applied Psychology: little evidence of reform. Educational and Psychological Measurement 61:181-210 DOI 10.1177/00131640121971167.
    • (2001) Educational and Psychological Measurement , vol.61 , pp. 181-210
    • Finch, S.1    Cumming, G.2    Thomason, N.3
  • 54
    • 0343883455 scopus 로고
    • Statistical tests
    • Fisher RA. 1935. Statistical tests. Nature 136:474-474.
    • (1935) Nature , vol.136 , pp. 474-474
    • Fisher, R.A.1
  • 60
    • 85027938876 scopus 로고    scopus 로고
    • Cryptic multiple hypotheses testing in linear models: overestimated effect sizes and the winner's curse
    • Forstmeier W, Schielzeth H. 2011. Cryptic multiple hypotheses testing in linear models: overestimated effect sizes and the winner's curse. Behavioral Ecology and Sociobiology 65:47-55 DOI 10.1007/s00265-010-1038-5.
    • (2011) Behavioral Ecology and Sociobiology , vol.65 , pp. 47-55
    • Forstmeier, W.1    Schielzeth, H.2
  • 61
    • 84886719811 scopus 로고    scopus 로고
    • Replication, statistical consistency, and publication bias
    • Francis G. 2013. Replication, statistical consistency, and publication bias. Journal of Mathematical Psychology 57:153-169 DOI 10.1016/j.jmp.2013.02.003.
    • (2013) Journal of Mathematical Psychology , vol.57 , pp. 153-169
    • Francis, G.1
  • 62
    • 65349135286 scopus 로고    scopus 로고
    • The importance of proving the null
    • Gallistel CR. 2009. The importance of proving the null. Psychological Review 116:439-453 DOI 10.1037/a0015251.
    • (2009) Psychological Review , vol.116 , pp. 439-453
    • Gallistel, C.R.1
  • 63
    • 34247386214 scopus 로고    scopus 로고
    • Upward bias in odds ratio estimates from genome-wide association studies
    • Garner C. 2007. Upward bias in odds ratio estimates from genome-wide association studies. Genetic Epidemiology 31:288-295 DOI 10.1002/gepi.20209.
    • (2007) Genetic Epidemiology , vol.31 , pp. 288-295
    • Garner, C.1
  • 65
    • 84886719192 scopus 로고    scopus 로고
    • Interrogating p-values
    • Gelman A. 2013. Interrogating p-values. Journal of Mathematical Psychology 57:188-189 DOI 10.1016/j.jmp.2013.03.005.
    • (2013) Journal of Mathematical Psychology , vol.57 , pp. 188-189
    • Gelman, A.1
  • 67
    • 84922021475 scopus 로고    scopus 로고
    • The connection between varying treatment effects and the crisis of unreplicable research: a Bayesian perspective
    • Gelman A. 2015. The connection between varying treatment effects and the crisis of unreplicable research: a Bayesian perspective. Journal of Management 41:632-643 DOI 10.1177/0149206314525208.
    • (2015) Journal of Management , vol.41 , pp. 632-643
    • Gelman, A.1
  • 68
    • 84976291730 scopus 로고    scopus 로고
    • The problems with p-values are not just with p-values Supplemental material to the ASA statement on p-values and statistical significance
    • Gelman A. 2016. The problems with p-values are not just with p-values. Supplemental material to the ASA statement on p-values and statistical significance. The American Statistician 70(2):129-133 DOI 10.1080/00031305.2016.1154108.
    • (2016) The American Statistician , vol.70 , Issue.2 , pp. 129-133
    • Gelman, A.1
  • 69
    • 84911180853 scopus 로고    scopus 로고
    • Beyond power calculations: assessing type S (sign) and type M (magnitude) errors
    • Gelman A, Carlin J. 2014. Beyond power calculations: assessing type S (sign) and type M (magnitude) errors. Perspectives on Psychological Science 9:641-651 DOI 10.1177/1745691614551642.
    • (2014) Perspectives on Psychological Science , vol.9 , pp. 641-651
    • Gelman, A.1    Carlin, J.2
  • 71
    • 84907936683 scopus 로고    scopus 로고
    • The statistical crisis in science
    • Gelman A, Loken E. 2014. The statistical crisis in science. American Scientist 102:460-465 DOI 10.1511/2014.111.460.
    • (2014) American Scientist , vol.102 , pp. 460-465
    • Gelman, A.1    Loken, E.2
  • 73
    • 33750898613 scopus 로고    scopus 로고
    • The difference between ''significant'' and ''not significant'' is not itself statistically significant
    • Gelman A, Stern H. 2006. The difference between ''significant'' and ''not significant'' is not itself statistically significant. American Statistician 60:328-331 DOI 10.1198/000313006x152649.
    • (2006) American Statistician , vol.60 , pp. 328-331
    • Gelman, A.1    Stern, H.2
  • 74
    • 47349130247 scopus 로고    scopus 로고
    • Publication bias in empirical sociological research-Do arbitrary significance levels distort published results?
    • Gerber AS, Malhotra N. 2008. Publication bias in empirical sociological research-Do arbitrary significance levels distort published results? Sociological Methods & Research 37:3-30 DOI 10.1177/0049124108318973.
    • (2008) Sociological Methods & Research , vol.37 , pp. 3-30
    • Gerber, A.S.1    Malhotra, N.2
  • 75
    • 0001473354 scopus 로고
    • The superego, the ego, and the id in statistical reasoning
    • In: Hillsdale NJ, ed. Hillsdale: Lawrence Erlbaum Associates
    • Gigerenzer G. 1993. The superego, the ego, and the id in statistical reasoning. In: Hillsdale NJ, ed. A handbook for data analysis in the behavioral sciences. Hillsdale: Lawrence Erlbaum Associates, 311-339.
    • (1993) A handbook for data analysis in the behavioral sciences , pp. 311-339
    • Gigerenzer, G.1
  • 76
    • 12444292914 scopus 로고    scopus 로고
    • The null ritual: what you always wanted to know about significance testing but were afraid to ask
    • In: Kaplan D, ed. Thousand Oaks: Sage Publications
    • Gigerenzer G, Krauss S, Vitouch O. 2004. The null ritual: what you always wanted to know about significance testing but were afraid to ask. In: Kaplan D, ed. The Sage handbook of quantitative methodology for the social sciences. Thousand Oaks: Sage Publications, 391-408.
    • (2004) The Sage handbook of quantitative methodology for the social sciences , pp. 391-408
    • Gigerenzer, G.1    Krauss, S.2    Vitouch, O.3
  • 77
    • 84922022280 scopus 로고    scopus 로고
    • Surrogate science: the idol of a universal method for scientific inference
    • Gigerenzer G, Marewski JN. 2015. Surrogate science: the idol of a universal method for scientific inference. Journal of Management 41:421-440 DOI 10.1177/0149206314547522.
    • (2015) Journal of Management , vol.41 , pp. 421-440
    • Gigerenzer, G.1    Marewski, J.N.2
  • 79
    • 0033454314 scopus 로고    scopus 로고
    • The insignificance of null hypothesis significance testing
    • Gill J. 1999. The insignificance of null hypothesis significance testing. Political Research Quarterly 52:647-674 DOI 10.2307/449153.
    • (1999) Political Research Quarterly , vol.52 , pp. 647-674
    • Gill, J.1
  • 80
    • 84960332006 scopus 로고    scopus 로고
    • Approaching a fair deal for significance and other concerns
    • Giner-Sorolla R. 2016. Approaching a fair deal for significance and other concerns. Journal of Experimental Social Psychology 65:1-6 DOI 10.1016/j.cjesp.2016.01.010.
    • (2016) Journal of Experimental Social Psychology , vol.65 , pp. 1-6
    • Giner-Sorolla, R.1
  • 81
    • 0026600656 scopus 로고
    • A comment on replication, p-values and evidence
    • Goodman SN. 1992. A comment on replication, p-values and evidence. Statistics in Medicine 11:875-879 DOI 10.1002/sim.4780110705.
    • (1992) Statistics in Medicine , vol.11 , pp. 875-879
    • Goodman, S.N.1
  • 82
    • 0027471290 scopus 로고
    • P values, hypothesis tests, and likelihood: implications for epidemiology of a neglected historical debate
    • Goodman SN. 1993. P values, hypothesis tests, and likelihood: implications for epidemiology of a neglected historical debate. American Journal of Epidemiology 137:485-496 DOI 10.1093/oxfordjournals.aje.a116700.
    • (1993) American Journal of Epidemiology , vol.137 , pp. 485-496
    • Goodman, S.N.1
  • 83
    • 84976291730 scopus 로고    scopus 로고
    • The next questions: who, what, when, where, and why? Supplemental material to the ASA statement on p-values and statistical significance
    • Goodman SN. 2016. The next questions: who, what, when, where, and why? Supplemental material to the ASA statement on p-values and statistical significance. The American Statistician 70(2):129-133 DOI 10.1080/00031305.2016.1154108.
    • (2016) The American Statistician , vol.70 , Issue.2 , pp. 129-133
    • Goodman, S.N.1
  • 85
    • 84959299581 scopus 로고    scopus 로고
    • Damaging real lives through obstinacy: re-emphasising why significance testing is wrong
    • Gorard S. 2016. Damaging real lives through obstinacy: re-emphasising why significance testing is wrong. Sociological Research Online 21(1):2 DOI 10.5153/sro.3857.
    • (2016) Sociological Research Online , vol.21 , Issue.1 , pp. 2
    • Gorard, S.1
  • 86
    • 0035209177 scopus 로고    scopus 로고
    • Large upward bias in estimation of locus-specific effects from genomewide scans
    • Göring HHH, Terwilliger JD, Blangero J. 2001. Large upward bias in estimation of locus-specific effects from genomewide scans. American Journal of Human Genetics 69:1357-1369 DOI 10.1086/324471.
    • (2001) American Journal of Human Genetics , vol.69 , pp. 1357-1369
    • Göring, H.H.H.1    Terwilliger, J.D.2    Blangero, J.3
  • 87
    • 84860261137 scopus 로고    scopus 로고
    • Nonsignificance plus high power does not imply support for the null over the alternative
    • Greenland S. 2012. Nonsignificance plus high power does not imply support for the null over the alternative. Annals of Epidemiology 22:364-368 DOI 10.1016/j.annepidem.2012.02.007.
    • (2012) Annals of Epidemiology , vol.22 , pp. 364-368
    • Greenland, S.1
  • 88
    • 84871736273 scopus 로고    scopus 로고
    • Living with statistics in observational research
    • Greenland S, Poole C. 2013. Living with statistics in observational research. Epidemiology 24:73-78 DOI 10.1097/EDE.0b013e3182785a49.
    • (2013) Epidemiology , vol.24 , pp. 73-78
    • Greenland, S.1    Poole, C.2
  • 90
    • 0016437295 scopus 로고
    • Consequences of prejudice against the null hypothesis
    • Greenwald AG. 1975. Consequences of prejudice against the null hypothesis. Psychologi- cal Bulletin 82:1-19 DOI 10.1037/h0076157.
    • (1975) Psychologi- cal Bulletin , vol.82 , pp. 1-19
    • Greenwald, A.G.1
  • 91
    • 0029912508 scopus 로고    scopus 로고
    • Effect sizes and p values: what should be reported and what should be replicated?
    • Greenwald AG, Gonzalez R, Harris RJ, Guthrie D. 1996. Effect sizes and p values: what should be reported and what should be replicated? Psychophysiology 33:175-183 DOI 10.1111/j.1469-8986.1996.tb02121.x.
    • (1996) Psychophysiology , vol.33 , pp. 175-183
    • Greenwald, A.G.1    Gonzalez, R.2    Harris, R.J.3    Guthrie, D.4
  • 92
    • 0002812166 scopus 로고    scopus 로고
    • In praise of the null hypothesis statistical test
    • Hagen RL. 1997. In praise of the null hypothesis statistical test. American Psychologist 52:15-24 DOI 10.1037/0003-066x.52.1.15.
    • (1997) American Psychologist , vol.52 , pp. 15-24
    • Hagen, R.L.1
  • 93
    • 0000602590 scopus 로고    scopus 로고
    • A further look at wrong reasons to abandon statistical testing
    • Hagen RL. 1998. A further look at wrong reasons to abandon statistical testing. American Psychologist 53:801-803 DOI 10.1037/0003-066x.53.7.801.
    • (1998) American Psychologist , vol.53 , pp. 801-803
    • Hagen, R.L.1
  • 95
    • 85006942895 scopus 로고    scopus 로고
    • Current incentives for scientists lead to underpowered studies with erroneous conclusions
    • Higginson AD, Munafo MR. 2016. Current incentives for scientists lead to underpowered studies with erroneous conclusions. PLOS Biology 14:e2000995 DOI 10.1371/journal.pbio.2000995.
    • (2016) PLOS Biology , vol.14
    • Higginson, A.D.1    Munafo, M.R.2
  • 96
    • 84872531922 scopus 로고    scopus 로고
    • Do we really need the s-word?
    • Higgs MD. 2013. Do we really need the s-word? American Scientist 101:6-9 DOI 10.1511/2013.100.6.
    • (2013) American Scientist , vol.101 , pp. 6-9
    • Higgs, M.D.1
  • 97
    • 34248191722 scopus 로고    scopus 로고
    • Probability as certainty: dichotomous thinking and the misuse of p values
    • Hoekstra R, Finch S, Kiers HAL, Johnson A. 2006. Probability as certainty: dichotomous thinking and the misuse of p values. Psychonomic Bulletin & Review 13:1033-1037 DOI 10.3758/bf03213921.
    • (2006) Psychonomic Bulletin & Review , vol.13 , pp. 1033-1037
    • Hoekstra, R.1    Finch, S.2    Kiers, H.A.L.3    Johnson, A.4
  • 98
    • 84867683819 scopus 로고    scopus 로고
    • Confidence intervals make a difference: effects of showing confidence intervals on inferential reasoning
    • Hoekstra R, Johnson A, Kiers HAL. 2012. Confidence intervals make a difference: effects of showing confidence intervals on inferential reasoning. Educational and Psychological Measurement 72:1039-1052 DOI 10.1177/0013164412450297.
    • (2012) Educational and Psychological Measurement , vol.72 , pp. 1039-1052
    • Hoekstra, R.1    Johnson, A.2    Kiers, H.A.L.3
  • 99
    • 0042074083 scopus 로고    scopus 로고
    • Confusion over measures of evidence (p's) versus errors (α's) in classical statistical testing
    • Hubbard R, Bayarri MJ. 2003. Confusion over measures of evidence (p's) versus errors (α's) in classical statistical testing. American Statistician 57:171-178 DOI 10.1198/0003130031856.
    • (2003) American Statistician , vol.57 , pp. 171-178
    • Hubbard, R.1    Bayarri, M.J.2
  • 100
    • 0030950122 scopus 로고    scopus 로고
    • The behavior of the p-value when the alternative hypothesis is true
    • Hung HMJ, Oneill RT, Bauer P, Kohne K. 1997. The behavior of the p-value when the alternative hypothesis is true. Biometrics 53:11-22 DOI 10.2307/2533093.
    • (1997) Biometrics , vol.53 , pp. 11-22
    • Hung, H.M.J.1    Oneill, R.T.2    Bauer, P.3    Kohne, K.4
  • 101
    • 66249128088 scopus 로고    scopus 로고
    • Final collapse of the Neyman-Pearson decision theoretic framework and rise of the neoFisherian
    • Hurlbert SH, Lombardi CM. 2009. Final collapse of the Neyman-Pearson decision theoretic framework and rise of the neoFisherian. Annales Zoologici Fennici 46:311-349 DOI 10.5735/086.046.0501.
    • (2009) Annales Zoologici Fennici , vol.46 , pp. 311-349
    • Hurlbert, S.H.1    Lombardi, C.M.2
  • 102
    • 84964300648 scopus 로고    scopus 로고
    • Obtaining evidence by a single well-powered trial or several modestly powered trials
    • IntHout J, Ioannidis JPA, Borm GF. 2016. Obtaining evidence by a single well-powered trial or several modestly powered trials. Statistical Methods in Medical Research 25:538-552 DOI 10.1177/0962280212461098.
    • (2016) Statistical Methods in Medical Research , vol.25 , pp. 538-552
    • IntHout, J.1    Ioannidis, J.P.A.2    Borm, G.F.3
  • 103
    • 22144431885 scopus 로고    scopus 로고
    • Contradicted and initially stronger effects in highly cited clinical research
    • Ioannidis JPA. 2005. Contradicted and initially stronger effects in highly cited clinical research. JAMA-Journal of the American Medical Association 294:218-228 DOI 10.1001/jama.294.2.218.
    • (2005) JAMA-Journal of the American Medical Association , vol.294 , pp. 218-228
    • Ioannidis, J.P.A.1
  • 104
    • 50549104256 scopus 로고    scopus 로고
    • Why most discovered true associations are inflated
    • Ioannidis JPA. 2008. Why most discovered true associations are inflated. Epidemiology 19:640-648 DOI 10.1097/EDE.0b013e31818131e7.
    • (2008) Epidemiology , vol.19 , pp. 640-648
    • Ioannidis, J.P.A.1
  • 105
    • 85171879180 scopus 로고    scopus 로고
    • Meta-research: the art of getting it wrong
    • Ioannidis JPA. 2010. Meta-research: the art of getting it wrong. Research Synthesis Methods 1:169-184 DOI 10.1002/jrsm.19.
    • (2010) Research Synthesis Methods , vol.1 , pp. 169-184
    • Ioannidis, J.P.A.1
  • 106
    • 84908350439 scopus 로고    scopus 로고
    • How to make more published research true
    • Ioannidis JPA. 2014. How to make more published research true. PLOS Medicine 11:e1001747 DOI 10.1371/journal.pmed.1001747.
    • (2014) PLOS Medicine , vol.11
    • Ioannidis, J.P.A.1
  • 108
    • 53149111579 scopus 로고    scopus 로고
    • Relationships fade with time: a meta-analysis of temporal trends in publication in ecology and evolution
    • Jennions MD, Møller AP. 2002. Relationships fade with time: a meta-analysis of temporal trends in publication in ecology and evolution. Proceedings of the Royal Society B-Biological Sciences 269:43-48 DOI 10.1098/rspb.2001.1832.
    • (2002) Proceedings of the Royal Society B-Biological Sciences , vol.269 , pp. 43-48
    • Jennions, M.D.1    Møller, A.P.2
  • 109
    • 0038322948 scopus 로고    scopus 로고
    • A survey of the statistical power of research in behavioral ecology and animal behavior
    • Jennions MD, Møller AP. 2003. A survey of the statistical power of research in behavioral ecology and animal behavior. Behavioral Ecology 14:438-445 DOI 10.1093/beheco/14.3.438.
    • (2003) Behavioral Ecology , vol.14 , pp. 438-445
    • Jennions, M.D.1    Møller, A.P.2
  • 110
    • 84861748584 scopus 로고    scopus 로고
    • Measuring the prevalence of questionable research practices with incentives for truth telling
    • John LK, Loewenstein G, Prelec D. 2012. Measuring the prevalence of questionable research practices with incentives for truth telling. Psychological Science 23:524-532 DOI 10.1177/0956797611430953.
    • (2012) Psychological Science , vol.23 , pp. 524-532
    • John, L.K.1    Loewenstein, G.2    Prelec, D.3
  • 111
    • 0032808670 scopus 로고    scopus 로고
    • The insignificance of statistical significance testing
    • Johnson DH. 1999. The insignificance of statistical significance testing. Journal of Wildlife Management 63:763-772 DOI 10.2307/3802789.
    • (1999) Journal of Wildlife Management , vol.63 , pp. 763-772
    • Johnson, D.H.1
  • 113
    • 84900495340 scopus 로고    scopus 로고
    • Reply to Gelman, Gaudart, Pericchi: more reasons to revise standards for statistical evidence
    • Johnson VE. 2014. Reply to Gelman, Gaudart, Pericchi: more reasons to revise standards for statistical evidence. Proceedings of the National Academy of Sciences of the United States of America 111:E1936-E1937 DOI 10.1073/pnas.1400338111.
    • (2014) Proceedings of the National Academy of Sciences of the United States of America , vol.111 , pp. E1936-E1937
    • Johnson, V.E.1
  • 114
    • 33749043049 scopus 로고    scopus 로고
    • Replicating empirical research in behavioral ecology: how and why it should be done but rarely ever is
    • Kelly CD. 2006. Replicating empirical research in behavioral ecology: how and why it should be done but rarely ever is. Quarterly Review of Biology 81:221-236 DOI 10.1086/506236.
    • (2006) Quarterly Review of Biology , vol.81 , pp. 221-236
    • Kelly, C.D.1
  • 116
    • 85021854243 scopus 로고    scopus 로고
    • Kurze Einführung in Bayes-Statistik mit R für Ornithologen
    • Korner-Nievergelt F, Hüppop O. 2016. Kurze Einführung in Bayes-Statistik mit R für Ornithologen. Vogelwarte 54:181-194.
    • (2016) Vogelwarte , vol.54 , pp. 181-194
    • Korner-Nievergelt, F.1    Hüppop, O.2
  • 118
    • 0035220378 scopus 로고    scopus 로고
    • Null hypothesis significance testing-on the survival of a flawed method
    • Krueger J. 2001. Null hypothesis significance testing-on the survival of a flawed method. American Psychologist 56:16-26 DOI 10.1037//0003-066x.56.1.16.
    • (2001) American Psychologist , vol.56 , pp. 16-26
    • Krueger, J.1
  • 119
    • 84932736238 scopus 로고
    • Criteria for selecting a significance level: a note on the sacredness of .05
    • Labovitz S. 1968. Criteria for selecting a significance level: a note on the sacredness of .05. American Sociologist 3:220-222.
    • (1968) American Sociologist , vol.3 , pp. 220-222
    • Labovitz, S.1
  • 120
    • 84860699490 scopus 로고    scopus 로고
    • Subjective p intervals-researchers underestimate the variability of p values over replication
    • Lai J, Fidler F, Cumming G. 2012. Subjective p intervals-researchers underestimate the variability of p values over replication. Methodology 8:51-62 DOI 10.1027/1614-2241/a000037.
    • (2012) Methodology , vol.8 , pp. 51-62
    • Lai, J.1    Fidler, F.2    Cumming, G.3
  • 121
    • 84901608042 scopus 로고    scopus 로고
    • Comment on Murtaugh
    • Lavine M. 2014. Comment on Murtaugh. Ecology 95:642-645 DOI 10.1890/13-1112.1.
    • (2014) Ecology , vol.95 , pp. 642-645
    • Lavine, M.1
  • 122
    • 84927177895 scopus 로고    scopus 로고
    • P-values in genomics: apparent precision masks high uncertainty
    • Lazzeroni LC, Lu Y, Belitskaya-Levy I. 2014. P-values in genomics: apparent precision masks high uncertainty. Molecular Psychiatry 19:1336-1340 DOI 10.1038/mp.2013.184.
    • (2014) Molecular Psychiatry , vol.19 , pp. 1336-1340
    • Lazzeroni, L.C.1    Lu, Y.2    Belitskaya-Levy, I.3
  • 124
    • 0037989809 scopus 로고    scopus 로고
    • Even statisticians are not immune to misinterpretations of null hypothesis significance tests
    • Lecoutre M-P, Poitevineau J, Lecoutre B. 2003. Even statisticians are not immune to misinterpretations of null hypothesis significance tests. International Journal of Psychology 38:37-45 DOI 10.1080/00207590244000250.
    • (2003) International Journal of Psychology , vol.38 , pp. 37-45
    • Lecoutre, M-P.1    Poitevineau, J.2    Lecoutre, B.3
  • 128
    • 33644975537 scopus 로고    scopus 로고
    • Models and statistical inference: the controversy between Fisher and Neyman-Pearson
    • Lenhard J. 2006. Models and statistical inference: the controversy between Fisher and Neyman-Pearson. British Journal for the Philosophy of Science 57:69-91 DOI 10.1093/bjps/axi152.
    • (2006) British Journal for the Philosophy of Science , vol.57 , pp. 69-91
    • Lenhard, J.1
  • 130
    • 41149126604 scopus 로고    scopus 로고
    • A communication researchers' guide to null hypothesis significance testing and alternatives
    • Levine TR, Weber R, Park HS, Hullett CR. 2008. A communication researchers' guide to null hypothesis significance testing and alternatives. Human Communication Research 34:188-209 DOI 10.1111/j.1468-2958.2008.00318.x.
    • (2008) Human Communication Research , vol.34 , pp. 188-209
    • Levine, T.R.1    Weber, R.2    Park, H.S.3    Hullett, C.R.4
  • 131
    • 84976291730 scopus 로고    scopus 로고
    • Three inferential questions, two types of p-value Supplemental material to the ASA statement on p-values and statistical significance
    • Lew MJ. 2016. Three inferential questions, two types of p-value. Supplemental material to the ASA statement on p-values and statistical significance. The American Statistician 70(2):129-133 DOI 10.1080/00031305.2016.1154108.
    • (2016) The American Statistician , vol.70 , Issue.2 , pp. 129-133
    • Lew, M.J.1
  • 133
    • 0001170607 scopus 로고
    • A picture is worth 1000 p-values: On the irrelevance of hypothesistesting in the microcomputer age
    • Loftus GR. 1993. A picture is worth 1000 p-values: On the irrelevance of hypothesistesting in the microcomputer age. Behavior Research Methods Instruments & Computers 25:250-256 DOI 10.3758/bf03204506.
    • (1993) Behavior Research Methods Instruments & Computers , vol.25 , pp. 250-256
    • Loftus, G.R.1
  • 135
    • 84947564404 scopus 로고    scopus 로고
    • Does the P value have a future in plant pathology?
    • Madden LV, Shah DA, Esker PD. 2015. Does the P value have a future in plant pathology? Phytopathology 105:1400-1407 DOI 10.1094/phyto-07-15-0165-le.
    • (2015) Phytopathology , vol.105 , pp. 1400-1407
    • Madden, L.V.1    Shah, D.A.2    Esker, P.D.3
  • 136
    • 84941060169 scopus 로고    scopus 로고
    • Is psychology suffering from a replication crisis? What does "failure to replicate'' really mean?
    • Maxwell SE, Lau MY, Howard GS. 2015. Is psychology suffering from a replication crisis? What does "failure to replicate'' really mean? American Psychologist 70:487-498 DOI 10.1037/a0039400.
    • (2015) American Psychologist , vol.70 , pp. 487-498
    • Maxwell, S.E.1    Lau, M.Y.2    Howard, G.S.3
  • 139
    • 84975110910 scopus 로고    scopus 로고
    • Blinding us to the obvious? The effect of statistical training on the evaluation of evidence
    • McShane BB, Gal D. 2016. Blinding us to the obvious? The effect of statistical training on the evaluation of evidence. Management Science 62:1707-1718 DOI 10.1287/mnsc.2015.2212.
    • (2016) Management Science , vol.62 , pp. 1707-1718
    • McShane, B.B.1    Gal, D.2
  • 140
    • 85021855635 scopus 로고    scopus 로고
    • Statistical significance and the dichotomization of evidence: the relevance of the ASA statement on statistical significance and p-values for statisticians
    • McShane BB, Gal D. 2017. Statistical significance and the dichotomization of evidence: the relevance of the ASA statement on statistical significance and p-values for statisticians. Journal of the American Statistical Association In Press.
    • (2017) Journal of the American Statistical Association In Press
    • McShane, B.B.1    Gal, D.2
  • 141
    • 85050414791 scopus 로고
    • Theory-testing in psychology and physics: a methodological paradox
    • Meehl PE. 1967. Theory-testing in psychology and physics: a methodological paradox. Philosophy of Science 34:103-115 DOI 10.1086/288135.
    • (1967) Philosophy of Science , vol.34 , pp. 103-115
    • Meehl, P.E.1
  • 142
    • 0025357368 scopus 로고
    • Why summaries of research on psychological theories are often uninterpretable
    • Meehl PE. 1990. Why summaries of research on psychological theories are often uninterpretable. Psychological Reports 66:195-244 DOI 10.2466/pr0.66.1.195-244.
    • (1990) Psychological Reports , vol.66 , pp. 195-244
    • Meehl, P.E.1
  • 143
    • 74849092982 scopus 로고    scopus 로고
    • What is the probability of replicating a statistically significant effect?
    • Miller J. 2009. What is the probability of replicating a statistically significant effect? Psychonomic Bulletin & Review 16:617-640 DOI 10.3758/pbr.16.4.617.
    • (2009) Psychonomic Bulletin & Review , vol.16 , pp. 617-640
    • Miller, J.1
  • 144
    • 83755224811 scopus 로고    scopus 로고
    • Bayes factor approaches for testing interval null hypotheses
    • Morey RD, Rouder JN. 2011. Bayes factor approaches for testing interval null hypotheses. Psychological Methods 16:406-419 DOI 10.1037/a0024377.
    • (2011) Psychological Methods , vol.16 , pp. 406-419
    • Morey, R.D.1    Rouder, J.N.2
  • 145
    • 77957685709 scopus 로고    scopus 로고
    • How reliable are scientific studies?
    • Munafo MR, Flint J. 2010. How reliable are scientific studies? British Journal of Psychiatry 197:257-258 DOI 10.1192/bjp.bp.109.069849.
    • (2010) British Journal of Psychiatry , vol.197 , pp. 257-258
    • Munafo, M.R.1    Flint, J.2
  • 146
    • 58549105327 scopus 로고    scopus 로고
    • Bias in genetic association studies and impact factor
    • Munafo MR, Stothart G, Flint J. 2009. Bias in genetic association studies and impact factor. Molecular Psychiatry 14:119-120 DOI 10.1038/mp.2008.77.
    • (2009) Molecular Psychiatry , vol.14 , pp. 119-120
    • Munafo, M.R.1    Stothart, G.2    Flint, J.3
  • 147
    • 78650726755 scopus 로고    scopus 로고
    • Issues in information theory-based statistical inference-a commentary from a frequentist's perspective
    • Mundry R. 2011. Issues in information theory-based statistical inference-a commentary from a frequentist's perspective. Behavioral Ecology and Sociobiology 65:57-68 DOI 10.1007/s00265-010-1040-y.
    • (2011) Behavioral Ecology and Sociobiology , vol.65 , pp. 57-68
    • Mundry, R.1
  • 149
    • 84901595287 scopus 로고    scopus 로고
    • In defense of P values
    • Murtaugh PA. 2014. In defense of P values. Ecology 95:611-617 DOI 10.1890/13-0590.1.
    • (2014) Ecology , vol.95 , pp. 611-617
    • Murtaugh, P.A.1
  • 150
    • 84901624875 scopus 로고    scopus 로고
    • Rejoinder
    • Murtaugh PA. 2014. Rejoinder. Ecology 95:651-653 DOI 10.1890/13-1858.1.
    • (2014) Ecology , vol.95 , pp. 651-653
    • Murtaugh, P.A.1
  • 151
    • 8144231087 scopus 로고    scopus 로고
    • A farewell to Bonferroni: the problems of low statistical power and publication bias
    • Nakagawa S. 2004. A farewell to Bonferroni: the problems of low statistical power and publication bias. Behavioral Ecology 15:1044-1045 DOI 10.1093/beheco/arh107.
    • (2004) Behavioral Ecology , vol.15 , pp. 1044-1045
    • Nakagawa, S.1
  • 152
    • 0003080977 scopus 로고
    • Frequentist probability and frequentist statistics
    • Neyman J. 1977. Frequentist probability and frequentist statistics. Synthese 36:97-131 DOI 10.1007/bf00485695.
    • (1977) Synthese , vol.36 , pp. 97-131
    • Neyman, J.1
  • 154
    • 84952965566 scopus 로고
    • The testing of statistical hypotheses in relation to probabilities a priori
    • Neyman J, Pearson ES. 1933. The testing of statistical hypotheses in relation to probabilities a priori. Proceedings of the Cambridge Philosophical Society 29:492-510 DOI 10.1017/S030500410001152X.
    • (1933) Proceedings of the Cambridge Philosophical Society , vol.29 , pp. 492-510
    • Neyman, J.1    Pearson, E.S.2
  • 155
    • 85010695261 scopus 로고    scopus 로고
    • Making sense of replications
    • Nosek BA, Errington TM. 2017. Making sense of replications. eLife 6:e23383 DOI 10.7554/eLife.23383.
    • (2017) eLife , vol.6
    • Nosek, B.A.1    Errington, T.M.2
  • 156
    • 84944104794 scopus 로고    scopus 로고
    • Fooling ourselves
    • Nuzzo R. 2015. Fooling ourselves. Nature 526:182-185 DOI 10.1038/526182a.
    • (2015) Nature , vol.526 , pp. 182-185
    • Nuzzo, R.1
  • 158
    • 84940513037 scopus 로고    scopus 로고
    • Estimating the reproducibility of psychological science
    • Open Science Collaboration. 2015. Estimating the reproducibility of psychological science. Science 349:aac4716 DOI 10.1126/science.aac4716.
    • (2015) Science , vol.349
  • 159
    • 84857715495 scopus 로고    scopus 로고
    • How can significance tests be deinstitutionalized?
    • Orlitzky M. 2012. How can significance tests be deinstitutionalized? Organizational Research Methods 15:199-228 DOI 10.1177/1094428111428356.
    • (2012) Organizational Research Methods , vol.15 , pp. 199-228
    • Orlitzky, M.1
  • 161
    • 84980042504 scopus 로고    scopus 로고
    • What should researchers expect when they replicate studies? A statistical view of replicability in psychological science
    • Patil P, Peng RD, Leek JT. 2016. What should researchers expect when they replicate studies? A statistical view of replicability in psychological science. Perspectives on Psychological Science 11:539-544 DOI 10.1177/1745691616646366.
    • (2016) Perspectives on Psychological Science , vol.11 , pp. 539-544
    • Patil, P.1    Peng, R.D.2    Leek, J.T.3
  • 162
    • 0000971794 scopus 로고
    • Some thoughts on statistical inference
    • Pearson ES. 1962. Some thoughts on statistical inference. Annals of Mathematical Statistics 33:394-403 DOI 10.1214/aoms/1177704566.
    • (1962) Annals of Mathematical Statistics , vol.33 , pp. 394-403
    • Pearson, E.S.1
  • 164
    • 0035751897 scopus 로고    scopus 로고
    • Interpretation of significance levels by psychological researchers: the .05 cliff effect may be overstated
    • Poitevineau J, Lecoutre B. 2001. Interpretation of significance levels by psychological researchers: the .05 cliff effect may be overstated. Psychonomic Bulletin & Review 8:847-850 DOI 10.3758/bf03196227.
    • (2001) Psychonomic Bulletin & Review , vol.8 , pp. 847-850
    • Poitevineau, J.1    Lecoutre, B.2
  • 165
    • 84978531850 scopus 로고    scopus 로고
    • Marginally significant effects as evidence for hypotheses: changing attitudes over four decades
    • Pritschet L, Powell D, Horne Z. 2016. Marginally significant effects as evidence for hypotheses: changing attitudes over four decades. Psychological Science 27:1036-1042 DOI 10.1177/0956797616645672.
    • (2016) Psychological Science , vol.27 , pp. 1036-1042
    • Pritschet, L.1    Powell, D.2    Horne, Z.3
  • 167
    • 33746341926 scopus 로고
    • The ''file drawer problem'' and tolerance for null results
    • Rosenthal R. 1979. The ''file drawer problem'' and tolerance for null results. Psychological Bulletin 86:638-641 DOI 10.1037//0033-2909.86.3.638.
    • (1979) Psychological Bulletin , vol.86 , pp. 638-641
    • Rosenthal, R.1
  • 168
    • 0000547980 scopus 로고
    • Statistical procedures and the justification of knowledge in psychological science
    • Rosnow RL, Rosenthal R. 1989. Statistical procedures and the justification of knowledge in psychological science. American Psychologist 44:1276-1284 DOI 10.1037//0003-066x.44.10.1276.
    • (1989) American Psychologist , vol.44 , pp. 1276-1284
    • Rosnow, R.L.1    Rosenthal, R.2
  • 169
    • 84903891867 scopus 로고    scopus 로고
    • Six persistent research misconceptions
    • Rothman KJ. 2014. Six persistent research misconceptions. Journal of General Internal Medicine 29:1060-1064 DOI 10.1007/s11606-013-2755-z.
    • (2014) Journal of General Internal Medicine , vol.29 , pp. 1060-1064
    • Rothman, K.J.1
  • 170
    • 0000130677 scopus 로고
    • The fallacy of the null-hypothesis significance test
    • Rozeboom WW. 1960. The fallacy of the null-hypothesis significance test. Psychological Bulletin 57:416-428 DOI 10.1037/h0042040.
    • (1960) Psychological Bulletin , vol.57 , pp. 416-428
    • Rozeboom, W.W.1
  • 171
    • 0033479358 scopus 로고    scopus 로고
    • P values as random variables-expected P values
    • Sackrowitz H, Samuel-Cahn E. 1999. P values as random variables-expected P values. American Statistician 53:326-331 DOI 10.2307/2686051.
    • (1999) American Statistician , vol.53 , pp. 326-331
    • Sackrowitz, H.1    Samuel-Cahn, E.2
  • 173
    • 84970235605 scopus 로고
    • .05: a case of the tail wagging the distribution
    • Sauley KS, Bedeian AG. 1989. .05: a case of the tail wagging the distribution. Journal of Management 15:335-344 DOI 10.1177/014920638901500209.
    • (1989) Journal of Management , vol.15 , pp. 335-344
    • Sauley, K.S.1    Bedeian, A.G.2
  • 174
    • 84926431253 scopus 로고    scopus 로고
    • Is the call to abandon p-values the red herring of the replicability crisis?
    • Savalei V, Dunn E. 2015. Is the call to abandon p-values the red herring of the replicability crisis? Frontiers in Psychology 6:Article 245 DOI 10.3389/fpsyg.2015.00245.
    • (2015) Frontiers in Psychology , vol.6
    • Savalei, V.1    Dunn, E.2
  • 175
    • 84873338330 scopus 로고    scopus 로고
    • Reconciling theory and practice-what is to be done with P values?
    • Savitz DA. 2013. Reconciling theory and practice-what is to be done with P values? Epidemiology 24:212-214 DOI 10.1097/EDE.0b013e318281e856.
    • (2013) Epidemiology , vol.24 , pp. 212-214
    • Savitz, D.A.1
  • 176
    • 27844470191 scopus 로고    scopus 로고
    • Misuse of statistical tests in Archives of Clinical Neuropsychology publications
    • Schatz P, Jay KA, McComb J, McLaughlin JR. 2005. Misuse of statistical tests in Archives of Clinical Neuropsychology publications. Archives of Clinical Neuropsychology 20:1053-1059 DOI 10.1016/j.acn.2005.06.006.
    • (2005) Archives of Clinical Neuropsychology , vol.20 , pp. 1053-1059
    • Schatz, P.1    Jay, K.A.2    McComb, J.3    McLaughlin, J.R.4
  • 177
    • 0001273579 scopus 로고
    • What do data really mean? Research findings, meta-analysis, and cumulative knowledge in psychology
    • Schmidt FL. 1992. What do data really mean? Research findings, meta-analysis, and cumulative knowledge in psychology. American Psychologist 47:1173-1181 DOI 10.1037/0003-066x.47.10.1173.
    • (1992) American Psychologist , vol.47 , pp. 1173-1181
    • Schmidt, F.L.1
  • 178
    • 0000724985 scopus 로고    scopus 로고
    • Statistical significance testing and cumulative knowledge in psychology: implications for training of researchers
    • Schmidt FL. 1996. Statistical significance testing and cumulative knowledge in psychology: implications for training of researchers. Psychological Methods 1:115-129 DOI 10.1037//1082-989x.1.2.115.
    • (1996) Psychological Methods , vol.1 , pp. 115-129
    • Schmidt, F.L.1
  • 179
    • 84930677793 scopus 로고    scopus 로고
    • Null hypothesis significance tests A mix-up of two different theories: the basis for widespread confusion and numerous misinterpretations
    • Schneider JW. 2015. Null hypothesis significance tests. A mix-up of two different theories: the basis for widespread confusion and numerous misinterpretations. Scientometrics 102:411-432 DOI 10.1007/s11192-014-1251-5.
    • (2015) Scientometrics , vol.102 , pp. 411-432
    • Schneider, J.W.1
  • 180
    • 0000324575 scopus 로고
    • Do studies of statistical power have an effect on the power of studies?
    • Sedlmeier P, Gigerenzer G. 1989. Do studies of statistical power have an effect on the power of studies? Psychological Bulletin 105:309-316 DOI 10.1037//0033-2909.105.2.309.
    • (1989) Psychological Bulletin , vol.105 , pp. 309-316
    • Sedlmeier, P.1    Gigerenzer, G.2
  • 181
    • 0035630521 scopus 로고    scopus 로고
    • Calibration of p values for testing precise null hypotheses
    • Sellke T, Bayarri MJ, Berger JO. 2001. Calibration of p values for testing precise null hypotheses. American Statistician 55:62-71 DOI 10.1198/000313001300339950.
    • (2001) American Statistician , vol.55 , pp. 62-71
    • Sellke, T.1    Bayarri, M.J.2    Berger, J.O.3
  • 182
    • 0037199804 scopus 로고    scopus 로고
    • A comment on replication, p-values and evidence
    • Senn S. 2002. A comment on replication, p-values and evidence. Statistics in Medicine 21:2437-2444 DOI 10.1002/sim.1072.
    • (2002) Statistics in Medicine , vol.21 , pp. 2437-2444
    • Senn, S.1
  • 183
    • 84892451597 scopus 로고    scopus 로고
    • Why the resistance to statistical innovations? Bridging the communication gap
    • Sharpe D. 2013. Why the resistance to statistical innovations? Bridging the communication gap. Psychological Methods 18:572-582 DOI 10.1037/a0034177.
    • (2013) Psychological Methods , vol.18 , pp. 572-582
    • Sharpe, D.1
  • 184
    • 80555145867 scopus 로고    scopus 로고
    • False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant
    • Simmons JP, Nelson LD, Simonsohn U. 2011. False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant. Psychological Science 22:1359-1366 DOI 10.1177/0956797611417632.
    • (2011) Psychological Science , vol.22 , pp. 1359-1366
    • Simmons, J.P.1    Nelson, L.D.2    Simonsohn, U.3
  • 186
    • 84930587816 scopus 로고    scopus 로고
    • Small telescopes: detectability and the evaluation of replication results
    • Simonsohn U. 2015. Small telescopes: detectability and the evaluation of replication results. Psychological Science 26:559-569 DOI 10.1177/0956797614567341.
    • (2015) Psychological Science , vol.26 , pp. 559-569
    • Simonsohn, U.1
  • 187
    • 80755187799 scopus 로고    scopus 로고
    • Magnitude of effects in clinical trials published in high-impact general medical journals
    • Siontis KCM, Evangelou E, Ioannidis JPA. 2011. Magnitude of effects in clinical trials published in high-impact general medical journals. International Journal of Epidemiology 40:1280-1291 DOI 10.1093/ije/dyr095.
    • (2011) International Journal of Epidemiology , vol.40 , pp. 1280-1291
    • Siontis, K.C.M.1    Evangelou, E.2    Ioannidis, J.P.A.3
  • 188
    • 85050648599 scopus 로고
    • The sacredness of .05: a note concerning the uses of statistical levels of significance in social science
    • Skipper JK, Guenther AL, Nass G. 1967. The sacredness of .05: a note concerning the uses of statistical levels of significance in social science. American Sociologist 2:16-18.
    • (1967) American Sociologist , vol.2 , pp. 16-18
    • Skipper, J.K.1    Guenther, A.L.2    Nass, G.3
  • 192
    • 84899842016 scopus 로고    scopus 로고
    • Expectations for replications: are yours realistic?
    • Stanley DJ, Spence JR. 2014. Expectations for replications: are yours realistic? Perspectives on Psychological Science 9:305-318 DOI 10.1177/1745691614528518.
    • (2014) Perspectives on Psychological Science , vol.9 , pp. 305-318
    • Stanley, D.J.1    Spence, J.R.2
  • 193
    • 0002935408 scopus 로고
    • Publication decisions and their possible effects on inferences drawn from tests of significance-or vice versa
    • Sterling TD. 1959. Publication decisions and their possible effects on inferences drawn from tests of significance-or vice versa. Journal of the American Statistical Associa- tion 54:30-34 DOI 10.2307/2282137.
    • (1959) Journal of the American Statistical Associa- tion , vol.54 , pp. 30-34
    • Sterling, T.D.1
  • 194
    • 0035956651 scopus 로고    scopus 로고
    • Sifting the evidence-what's wrong with significance tests?
    • Sterne JAC, Smith GD. 2001. Sifting the evidence-what's wrong with significance tests? British Medical Journal 322:226-231 DOI 10.1136/bmj.322.7280.226.
    • (2001) British Medical Journal , vol.322 , pp. 226-231
    • Sterne, J.A.C.1    Smith, G.D.2
  • 195
    • 0002387961 scopus 로고    scopus 로고
    • Are significance thresholds appropriate for the study of animal behaviour?
    • Stoehr AM. 1999. Are significance thresholds appropriate for the study of animal behaviour? Animal Behaviour 57:F22-F25 DOI 10.1006/anbe.1998.1016.
    • (1999) Animal Behaviour , vol.57 , pp. F22-F25
    • Stoehr, A.M.1
  • 196
    • 0001674594 scopus 로고    scopus 로고
    • In praise of brilliance: where that praise really belongs
    • Thompson B. 1998. In praise of brilliance: where that praise really belongs. American Psychologist 53:799-800 DOI 10.1037//0003-066x.53.7.799.
    • (1998) American Psychologist , vol.53 , pp. 799-800
    • Thompson, B.1
  • 197
    • 0007192464 scopus 로고    scopus 로고
    • Why ''encouraging'' effect size reporting is not working: the etiology of researcher resistance to changing practices
    • Thompson B. 1999. Why ''encouraging'' effect size reporting is not working: the etiology of researcher resistance to changing practices. Journal of Psychology 133:133-140 DOI 10.1080/00223989909599728.
    • (1999) Journal of Psychology , vol.133 , pp. 133-140
    • Thompson, B.1
  • 199
    • 0035751681 scopus 로고    scopus 로고
    • Evaluating statistical difference, equivalence, and indeterminacy using inferential confidence intervals: an integrated alternative method of conducting null hypothesis statistical tests
    • Tryon WW. 2001. Evaluating statistical difference, equivalence, and indeterminacy using inferential confidence intervals: an integrated alternative method of conducting null hypothesis statistical tests. Psychological Methods 6:371-386 DOI 10.1037//1082-989x.6.4.371.
    • (2001) Psychological Methods , vol.6 , pp. 371-386
    • Tryon, W.W.1
  • 200
    • 84972526421 scopus 로고
    • The philosophy of multiple comparisons
    • Tukey JW. 1991. The philosophy of multiple comparisons. Statistical Science 6:100-116 DOI 10.1214/ss/1177011945.
    • (1991) Statistical Science , vol.6 , pp. 100-116
    • Tukey, J.W.1
  • 201
    • 84898460382 scopus 로고    scopus 로고
    • Why publishing everything is more effective than selective publishing of statistically significant results
    • Van Assen MALM, Van Aert RCM, Nuijten MB, Wicherts JM. 2014. Why publishing everything is more effective than selective publishing of statistically significant results. PLOS ONE 9:e84896 DOI 10.1371/journal.pone.0084896.
    • (2014) PLOS ONE , vol.9
    • Van Assen, M.A.L.M.1    Van Aert, R.C.M.2    Nuijten, M.B.3    Wicherts, J.M.4
  • 202
    • 84979997817 scopus 로고    scopus 로고
    • Confidence intervals are no salvation from the alleged fickleness of the P value
    • Van Helden J. 2016. Confidence intervals are no salvation from the alleged fickleness of the P value. Nature Methods 13:605-606 DOI 10.1038/nmeth.3932.
    • (2016) Nature Methods , vol.13 , pp. 605-606
    • Van Helden, J.1
  • 204
    • 84976291730 scopus 로고    scopus 로고
    • The ASA's statement on p-values: context, process, and purpose
    • Wasserstein RL, Lazar NA. 2016. The ASA's statement on p-values: context, process, and purpose. The American Statistician 70:129-133 DOI 10.1080/00031305.2016.1154108.
    • (2016) The American Statistician , vol.70 , pp. 129-133
    • Wasserstein, R.L.1    Lazar, N.A.2
  • 205
    • 0035055672 scopus 로고    scopus 로고
    • It's time to rehabilitate the p-value
    • Weinberg CR. 2001. It's time to rehabilitate the p-value. Epidemiology 12:288-290 DOI 10.1097/00001648-200105000-00004.
    • (2001) Epidemiology , vol.12 , pp. 288-290
    • Weinberg, C.R.1
  • 206
    • 79959532435 scopus 로고    scopus 로고
    • The 5% solution-how do we make decisions in science?
    • Weiss KM. 2011. The 5% solution-how do we make decisions in science? Evolutionary Anthropology 20:81-84 DOI 10.1002/evan20304.
    • (2011) Evolutionary Anthropology , vol.20 , pp. 81-84
    • Weiss, K.M.1
  • 208
    • 85021854361 scopus 로고
    • Perspectives in psychology-XVI. Negative findings
    • Wolf IS. 1961. Perspectives in psychology-XVI. Negative findings. Psychological Record 11:91-95.
    • (1961) Psychological Record , vol.11 , pp. 91-95
    • Wolf, I.S.1
  • 209
    • 55949084294 scopus 로고    scopus 로고
    • Why current publication practices may distort science
    • Young NS, Ioannidis JPA, Al-Ubaydi O. 2008. Why current publication practices may distort science. PLOS Medicine 5:e201 DOI 10.1371/journal.pmed.0050201.
    • (2008) PLOS Medicine , vol.5
    • Young, N.S.1    Ioannidis, J.P.A.2    Al-Ubaydi, O.3
  • 212
    • 34147119077 scopus 로고    scopus 로고
    • Overcoming the winner's curse: estimating penetrance parameters from case-control data
    • Zöllner S, Pritchard JK. 2007. Overcoming the winner's curse: estimating penetrance parameters from case-control data. American Journal of Human Genetics 80:605-615 DOI 10.1086/512821.
    • (2007) American Journal of Human Genetics , vol.80 , pp. 605-615
    • Zöllner, S.1    Pritchard, J.K.2


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