메뉴 건너뛰기




Volumn 2, Issue , 2015, Pages 1-19

Reproducing statistical results

Author keywords

Code sharing; Data sharing; Open code; Open data; Open licensing; Open science; Replication; Reproducible research; Statistical reproducibility

Indexed keywords


EID: 84928107878     PISSN: 23268298     EISSN: 2326831X     Source Type: Journal    
DOI: 10.1146/annurev-statistics-010814-020127     Document Type: Article
Times cited : (60)

References (105)
  • 1
    • 34547137028 scopus 로고    scopus 로고
    • The Bonferroni and Sidák corrections for multiple comparisons
    • Abdi H. 2007. The Bonferroni and Sidák corrections for multiple comparisons. Encycl. Meas. Stat. 3:103-7
    • (2007) Encycl. Meas. Stat. , vol.3 , pp. 103-107
    • Abdi, H.1
  • 2
    • 84899075590 scopus 로고    scopus 로고
    • Rescuing US biomedical research from its systemic flaws
    • 5773-77
    • Alberts B, Kirschner MW, Tilghman S, Varmus H. 2014. Rescuing US biomedical research from its systemic flaws. PNAS 18:111(16):5773-77
    • (2014) PNAS , vol.18 , Issue.16 , pp. 111
    • Alberts, B.1    Kirschner, M.W.2    Tilghman, S.3    Varmus, H.4
  • 4
    • 84883412773 scopus 로고    scopus 로고
    • Ethical reproducibility: Towards transparent reporting in biomedical research
    • Anderson JA, Eijkholt M, Illes J. 2013. Ethical reproducibility: towards transparent reporting in biomedical research. Nat. Methods 10(9):843
    • (2013) Nat. Methods , vol.10 , Issue.9 , pp. 843
    • Anderson, J.A.1    Eijkholt, M.2    Illes, J.3
  • 5
    • 84921953236 scopus 로고    scopus 로고
    • Washington, DC: APS
    • Assoc. Psychol. Sci. 2013. Registered Replication Reports. Washington, DC: APS. http://www.psychologicalscience.org/index.php/replication
    • (2013) Registered Replication Reports
  • 6
    • 77951163222 scopus 로고    scopus 로고
    • Deriving chemosensitivity from cell lines: Forensic bioinformatics and reproducible research in high-throughput biology
    • Baggerly KA, Coombes KR. 2009. Deriving chemosensitivity from cell lines: forensic bioinformatics and reproducible research in high-throughput biology. Ann. Appl. Stat. 3:1309-34
    • (2009) Ann. Appl. Stat. , vol.3 , pp. 1309-1334
    • Baggerly, K.A.1    Coombes, K.R.2
  • 8
    • 84859169880 scopus 로고    scopus 로고
    • Drug development: Raise standards for preclinical cancer research
    • Begley CG, Ellis LM. 2012. Drug development: Raise standards for preclinical cancer research. Nature 483(7391):531-33
    • (2012) Nature , vol.483 , Issue.7391 , pp. 531-533
    • Begley, C.G.1    Ellis, L.M.2
  • 9
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Benjamini Y, Hochberg Y. 1995. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Stat. Soc. B 57(1):289-300
    • (1995) J. R. Stat. Soc. B , vol.57 , Issue.1 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 10
    • 84898043920 scopus 로고    scopus 로고
    • Discovering findings that replicate from a primary study of high dimension to a follow-up study
    • Bogomolov M, Heller R. 2013. Discovering findings that replicate from a primary study of high dimension to a follow-up study. J. Am. Stat. Assoc. 108(504):1480-92
    • (2013) J. Am. Stat. Assoc. , vol.108 , Issue.504 , pp. 1480-1492
    • Bogomolov, M.1    Heller, R.2
  • 13
    • 84928130873 scopus 로고    scopus 로고
    • Mountain View, CA: Creative Commons
    • Creative Commons. 2013a. CC0 1.0 Universal (CC0 1.0) Public Domain Dedication. Mountain View, CA: Creative Commons. https://creativecommons.org/publicdomain/zero/1.0/
    • (2013) CC0 1.0 Universal (CC0 1.0) Public Domain Dedication
  • 15
    • 8644252736 scopus 로고    scopus 로고
    • Prediction of survival in follicular lymphoma based on molecular features of tumor-infiltrating immune cells
    • Dave SS, Wright G, Tan B, Rosenwald A, Gascoyne RD, et al. 2004. Prediction of survival in follicular lymphoma based on molecular features of tumor-infiltrating immune cells. N. Engl. J.Med. 351:2159-69
    • (2004) N. Engl. J.Med. , vol.351 , pp. 2159-2169
    • Dave, S.S.1    Wright, G.2    Tan, B.3    Rosenwald, A.4    Gascoyne, R.D.5
  • 17
    • 32844458633 scopus 로고    scopus 로고
    • Uses and abuses of empirical evidence in the death penalty debate
    • Donohue JJ, Wolfers JJ. 2006. Uses and abuses of empirical evidence in the death penalty debate. Stanford Law Rev. 58:791-846
    • (2006) Stanford Law Rev. , vol.58 , pp. 791-846
    • Donohue, J.J.1    Wolfers, J.J.2
  • 18
    • 84928130872 scopus 로고    scopus 로고
    • Problems with scientific research: How science goes wrong
    • Economist Staff Writer. 2013a. Problems with scientific research: how science goes wrong. The Economist, Oct. 19. http://www.economist.com/news/leaders/21588069-scientific-research-has-changed-worldnow-it-needs-change-itself-how-science-goes-wrong
    • (2013) The Economist, Oct. 19
  • 19
    • 84928130871 scopus 로고    scopus 로고
    • Unreliable research: Trouble at the lab
    • Economist Staff Writer. 2013b. Unreliable research: trouble at the lab. The Economist, Oct. 19. http://www. economist.com/news/briefing/21588057-scientists-think-science-self-correcting-alarmingdegree-it-not-trouble
    • (2013) The Economist, Oct. 19
  • 20
    • 77956334138 scopus 로고    scopus 로고
    • Do pressures to publish increase scientists' bias? An empirical support from US states data
    • Fanelli D. 2010. Do pressures to publish increase scientists' bias? An empirical support from US states data. PLOS ONE 5(4):e10271
    • (2010) PLOS ONE , vol.5 , Issue.4 , pp. e10271
    • Fanelli, D.1
  • 21
    • 84883771767 scopus 로고    scopus 로고
    • Network deconvolution as a general method to distinguish direct dependencies in networks
    • Feizi S, Marbach D, Médard M, Kellis M. 2013. Network deconvolution as a general method to distinguish direct dependencies in networks. Nat. Biotechnol. 31:726-33
    • (2013) Nat. Biotechnol. , vol.31 , pp. 726-733
    • Feizi, S.1    Marbach, D.2    Médard, M.3    Kellis, M.4
  • 23
    • 34548677928 scopus 로고    scopus 로고
    • Comment on "The ConsensusCoding Sequences of Human Breast and Colorectal Cancers"
    • Forrest WF,Cavet G. 2007. Comment on "The ConsensusCoding Sequences of Human Breast and Colorectal Cancers." Science. 317(5844):1500
    • (2007) Science. , vol.317 , Issue.5844 , pp. 1500
    • Forrest, W.F.1    Cavet, G.2
  • 24
    • 84864205790 scopus 로고    scopus 로고
    • Three dream applications of verifiable computational results
    • Gavish M, Donoho D. 2012. Three dream applications of verifiable computational results. Comput. Sci. Eng. 14(4):26-31
    • (2012) Comput. Sci. Eng. , vol.14 , Issue.4 , pp. 26-31
    • Gavish, M.1    Donoho, D.2
  • 25
    • 34147207728 scopus 로고    scopus 로고
    • Statistical analyses and reproducible research
    • Gentleman R, Temple Lang D. 2007. Statistical analyses and reproducible research. J. Comput. Graph. Stat. 16(1):1-23
    • (2007) J. Comput. Graph. Stat. , vol.16 , Issue.1 , pp. 1-23
    • Gentleman, R.1    Temple Lang, D.2
  • 26
    • 34548677928 scopus 로고    scopus 로고
    • Comment on "The Consensus Coding Sequences of Human Breast and Colorectal Cancers"
    • Getz G, Höfling H,Mesirov JP, Golub TR,MeyersonM, et al. 2007. Comment on "The Consensus Coding Sequences of Human Breast and Colorectal Cancers." Science 317(5844):1500
    • (2007) Science , vol.317 , Issue.5844 , pp. 1500
    • Getz, G.1    Höfling, H.2    Mesirov, J.P.3    Golub, T.R.4    Meyerson, M.5
  • 27
    • 84928102165 scopus 로고
    • Review of statistical methods for researchworkers by RA fisher
    • Grove CC. 1930. Review of StatisticalMethods for ResearchWorkers by RA Fisher. Am.Math. Mon. 37(10):547-50
    • (1930) Am.Math. Mon. , vol.37 , Issue.10 , pp. 547-550
    • Grove, C.C.1
  • 28
    • 79951593501 scopus 로고    scopus 로고
    • Total survey error: Past, present, and future
    • Groves RM, Lyberg L. 2010. Total survey error: past, present, and future. Public Opin. Q. 74(5):849-79
    • (2010) Public Opin. Q. , vol.74 , Issue.5 , pp. 849-879
    • Groves, R.M.1    Lyberg, L.2
  • 30
    • 84895892902 scopus 로고    scopus 로고
    • Does high public debt consistently stifle economic growth? A critique of Reinhart and Rogoff
    • Herndon T, Ash M, Pollin R, 2013. Does high public debt consistently stifle economic growth? A critique of Reinhart and Rogoff. Camb. J. Econ. 38:257-79
    • (2013) Camb. J. Econ. , vol.38 , pp. 257-279
    • Herndon, T.1    Ash, M.2    Pollin, R.3
  • 32
    • 84892364562 scopus 로고    scopus 로고
    • Science has lost its way, at a big cost to humanity
    • Hiltzik M. 2013. Science has lost its way, at a big cost to humanity. Los Angeles Times, Oct. 27. http://articles. latimes.com/2013/oct/27/business/la-fi-hiltzik-20131027
    • (2013) Los Angeles Times, Oct. 27
    • Hiltzik, M.1
  • 33
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • Holm S. 1979. A simple sequentially rejective multiple test procedure. Scand. J. Stat. 6(2):65-70
    • (1979) Scand. J. Stat. , vol.6 , Issue.2 , pp. 65-70
    • Holm, S.1
  • 34
    • 15944418202 scopus 로고    scopus 로고
    • Immune signatures in follicular lymphoma
    • Hong W-J, Warnke R, ChuG. 2005. Immune signatures in follicular lymphoma. N. Engl. J.Med. 352:1496-97
    • (2005) N. Engl. J.Med. , vol.352 , pp. 1496-1497
    • Hong, W.-J.1    Warnke, R.2    Chu, G.3
  • 35
    • 33846563409 scopus 로고    scopus 로고
    • Why most published research findings are false
    • Ioannidis JPA. 2005. Why most published research findings are false. PLOS Med. 2(8):e124
    • (2005) PLOS Med. , vol.2 , Issue.8 , pp. e124
    • Ioannidis, J.P.A.1
  • 36
  • 37
    • 84907225294 scopus 로고    scopus 로고
    • Newtruths that only one can see
    • Johnson G. 2014.Newtruths that only one can see. New York Times, Jan. 20. http://www.nytimes.com/2014/ 01/21/science/new-truths-that-only-one-can-see.html
    • (2014) New York Times, Jan. 20
    • Johnson, G.1
  • 38
    • 84888364305 scopus 로고    scopus 로고
    • Revised standards for statistical evidence
    • Johnson VE. 2013. Revised standards for statistical evidence. PNAS 110(48):19313-17
    • (2013) PNAS , vol.110 , Issue.48 , pp. 19313-19317
    • Johnson, V.E.1
  • 39
    • 84928130868 scopus 로고    scopus 로고
    • Male researchers stress out rodents
    • Katsnelson A. 2014. Male researchers stress out rodents. Nat. News, 28 Apr. http://www.nature.com/news/ male-researchers-stress-out-rodents-1.15106
    • (2014) Nat. News, 28 Apr
    • Katsnelson, A.1
  • 40
    • 84903721475 scopus 로고    scopus 로고
    • Rescuing US biomedical research: Some comments on Alberts, Kirschner, Tilghman, and Varmus
    • Kelly T, Marians K. 2014. Rescuing US biomedical research: some comments on Alberts, Kirschner, Tilghman, and Varmus. PNAS 111:E2632-33
    • (2014) PNAS , vol.111 , pp. E2632-E2633
    • Kelly, T.1    Marians, K.2
  • 41
    • 84971160284 scopus 로고
    • Replication, replication
    • King G. 1995. Replication, replication. PS Polit. Sci. Polit. 28:443-99
    • (1995) PS Polit. Sci. Polit. , vol.28 , pp. 443-499
    • King, G.1
  • 44
    • 84867302438 scopus 로고    scopus 로고
    • A call for transparent reporting to optimize the predictive value of preclinical research
    • Landis SC, Amara SG, Asadullah K, Austin CP, Blumenstein R, et al. 2012. A call for transparent reporting to optimize the predictive value of preclinical research. Nature 490(7419):187-91
    • (2012) Nature , vol.490 , Issue.7419 , pp. 187-191
    • Landis, S.C.1    Amara, S.G.2    Asadullah, K.3    Austin, C.P.4    Blumenstein, R.5
  • 46
    • 0013396289 scopus 로고
    • The Fisher, Neyman-Pearson theories of testing hypotheses: One theory or two?
    • Lehmann EL. 1993. The Fisher, Neyman-Pearson theories of testing hypotheses: One theory or two? J. Am. Stat. Assoc. 88:1242-49
    • (1993) J. Am. Stat. Assoc. , vol.88 , pp. 1242-1249
    • Lehmann, E.L.1
  • 47
    • 84878071118 scopus 로고    scopus 로고
    • Wave propagation software, computational science, and reproducible research
    • Madrid, Aug. 22-30. Zurich, Switz.: Eur. Math. Soc
    • LeVeque RJ. 2007. Wave propagation software, computational science, and reproducible research. Proc. Int. Congr. Math., Madrid, Aug. 22-30, pp. 1227-54. Zurich, Switz.: Eur. Math. Soc. Preprint URL: http:// faculty.washington.edu/rjl/pubs/icm06/icm06leveque.pdf
    • (2007) Proc. Int. Congr. Math. , pp. 1227-1254
    • Leveque, R.J.1
  • 48
    • 84864270397 scopus 로고    scopus 로고
    • Reproducible research for scientific computing: Tools and strategies for changing the culture
    • LeVeque RJ,Mitchell IM, Stodden V. 2012. Reproducible research for scientific computing: tools and strategies for changing the culture. Comput. Sci. Eng. 14(4):13-17
    • (2012) Comput. Sci. Eng. , vol.14 , Issue.4 , pp. 13-17
    • Leveque, R.J.1    Mitchell, I.M.2    Stodden, V.3
  • 49
    • 79955564639 scopus 로고    scopus 로고
    • Measuring reproducibility of high-throughput experiments
    • Li Q, Brown JB, Huang H, Bickel PJ. 2011. Measuring reproducibility of high-throughput experiments. Ann. Appl. Stat. 5(3):1752-79
    • (2011) Ann. Appl. Stat. , vol.5 , Issue.3 , pp. 1752-1779
    • Li, Q.1    Brown, J.B.2    Huang, H.3    Bickel, P.J.4
  • 52
    • 84867871106 scopus 로고    scopus 로고
    • A peculiar prevalence of p values just below .05
    • Masicampo EJ, Lalande DR. 2012. A peculiar prevalence of p values just below .05. Q. J. Exp. Psychol. 65(11):2271-79
    • (2012) Q. J. Exp. Psychol. , vol.65 , Issue.11 , pp. 2271-2279
    • Masicampo, E.J.1    Lalande, D.R.2
  • 53
    • 84903701932 scopus 로고    scopus 로고
    • Raising the bar
    • McNutt M. 2014a. Raising the bar. Science 345(6192):9
    • (2014) Science , vol.345 , Issue.6192 , pp. 9
    • McNutt, M.1
  • 54
    • 84892597252 scopus 로고    scopus 로고
    • Reproducibility
    • McNutt M. 2014b. Reproducibility. Science 343(6168):229
    • (2014) Science , vol.343 , Issue.6168 , pp. 229
    • McNutt, M.1
  • 55
    • 84859173067 scopus 로고    scopus 로고
    • Must try harder
    • Nat. Publ. Group. 2012. Must try harder. Nature 483(7391):509
    • (2012) Nature , vol.483 , Issue.7391 , pp. 509
    • Nat. Publ. Group1
  • 56
    • 84878650332 scopus 로고    scopus 로고
    • Announcement: Reducing our irreproducibility
    • Nat. Publ. Group. 2013. Announcement: reducing our irreproducibility. Nature 496(7446):398
    • (2013) Nature , vol.496 , Issue.7446 , pp. 398
    • Nat. Publ. Group1
  • 59
    • 0000776754 scopus 로고
    • On the problem of the most efficient tests of statistical hypotheses
    • Neyman J, Pearson ES. 1933. On the problem of the most efficient tests of statistical hypotheses. Philos. Trans. R. Soc. Lond. A 231:289-337
    • (1933) Philos. Trans. R. Soc. Lond. A , vol.231 , pp. 289-337
    • Neyman, J.1    Pearson, E.S.2
  • 60
    • 84869023835 scopus 로고    scopus 로고
    • Scientific utopia: II. Restructuring incentives and practices to promote truth over publishability
    • Nosek BA, Spies JR, Motyl M. 2012. Scientific Utopia: II. Restructuring incentives and practices to promote truth over publishability. Perspect. Psychol. Sci. 7(6):615-31
    • (2012) Perspect. Psychol. Sci. , vol.7 , Issue.6 , pp. 615-631
    • Nosek, B.A.1    Spies, J.R.2    Motyl, M.3
  • 61
    • 84883283337 scopus 로고    scopus 로고
    • Arlington, VA: Nat. Sci. Found
    • NSF (Nat. Sci. Found.). 2011. NSF Data Management Plan Requirements. Arlington, VA: Nat. Sci. Found. http://www.nsf.gov/eng/general/dmp.jsp
    • (2011) NSF Data Management Plan Requirements
  • 62
    • 84928130866 scopus 로고    scopus 로고
    • Arlington,VA: Nat. Sci. Found
    • NSF(Nat. Sci. Found.). 2013.GPGSummary of Significant Changes.Arlington,VA: Nat. Sci. Found. http://nsf. gov/pubs/policydocs/pappguide/nsf13001/gpg-sigchanges.jsp
    • (2013) GPGSummary of Significant Changes
  • 64
    • 84893603821 scopus 로고    scopus 로고
    • Palo Alto, CA: Open Source Initiative
    • Open Source Initiative. 2013a. The BSD 2-Clause License. Palo Alto, CA: Open Source Initiative. http:// opensource.org/licenses/BSD-2-Clause
    • (2013) The BSD 2-Clause License
  • 65
    • 84928164592 scopus 로고    scopus 로고
    • Palo Alto, CA: Open Source Initiative
    • Open Source Initiative. 2013b. The MIT License (MIT). Palo Alto, CA: Open Source Initiative. http:// opensource.org/licenses/MIT
    • (2013) The MIT License (MIT)
  • 67
    • 79952952930 scopus 로고
    • Washington, DC: Nat. Acad. Press
    • Panel Sci. Responsib. Conduct Res., Comm. Sci. Eng. Public Policy, Nat. Acad. Sci., Nat. Acad. Eng., Inst. Med. 1992. Responsible Science, Volume I: Ensuring the Integrity of the Research Process. Washington, DC: Nat. Acad. Press. http://www.nap.edu/catalog/1864/responsible-science-volume-i-ensuringthe-integrity-of-the-research
    • (1992) Responsible Science, Volume I: Ensuring the Integrity of the Research Process
  • 68
    • 70149102312 scopus 로고    scopus 로고
    • Reproducible research and biostatistics
    • Peng RD. 2009. Reproducible research and biostatistics. Biostatistics 10(3):405-8
    • (2009) Biostatistics , vol.10 , Issue.3 , pp. 405-408
    • Peng, R.D.1
  • 69
    • 82755174123 scopus 로고    scopus 로고
    • Reproducible research in computational science
    • Peng RD. 2011. Reproducible research in computational science. Science 334(6060):1226-27
    • (2011) Science , vol.334 , Issue.6060 , pp. 1226-1227
    • Peng, R.D.1
  • 73
    • 80055088241 scopus 로고    scopus 로고
    • Believe it or not: How much can we rely on published data on potential drug targets?
    • Prinz F, Schlange T, Asadullah K. 2011. Believe it or not: How much can we rely on published data on potential drug targets? Nat. Rev. Drug Discov. 10(9):712-12
    • (2011) Nat. Rev. Drug Discov. , vol.10 , Issue.9 , pp. 712-812
    • Prinz, F.1    Schlange, T.2    Asadullah, K.3
  • 75
    • 78651401851 scopus 로고    scopus 로고
    • Cancer trial errors revealed
    • Reich ES. 2011. Cancer trial errors revealed. Nature 469:139-40
    • (2011) Nature , vol.469 , pp. 139-140
    • Reich, E.S.1
  • 77
    • 84928130864 scopus 로고    scopus 로고
    • Changes to the biosketch
    • Rockey S. 2014. Changes to the biosketch. Extramural Nexus, May 22. http://nexus.od.nih.gov/all/ 2014/05/22/changes-to-the-biosketch/
    • (2014) Extramural Nexus, May 22
    • Rockey, S.1
  • 78
    • 33746341926 scopus 로고
    • The "file drawer problem" and tolerance for null results
    • Rosenthal R. 1979. The "file drawer problem" and tolerance for null results. Psychol. Bull. 86(3):638-41
    • (1979) Psychol. Bull. , vol.86 , Issue.3 , pp. 638-641
    • Rosenthal, R.1
  • 79
    • 34548677928 scopus 로고    scopus 로고
    • Comment on "The Consensus Coding Sequences of Human Breast and Colorectal Cancers"
    • Rubin AF, Green P. 2007. Comment on "The Consensus Coding Sequences of Human Breast and Colorectal Cancers." Science 317(5844):1500
    • (2007) Science , vol.317 , Issue.5844 , pp. 1500
    • Rubin, A.F.1    Green, P.2
  • 80
    • 84887264733 scopus 로고    scopus 로고
    • Tensimple rules for reproducible computational research
    • Sandve GK, Nekrutenko A, Taylor J, Hovig E. 2013.Tensimple rules for reproducible computational research. PLOS Comput Biol. 9(10):e1003285
    • (2013) PLOS Comput Biol. , vol.9 , Issue.10 , pp. e1003285
    • Sandve, G.K.1    Nekrutenko, A.2    Taylor, J.3    Hovig, E.4
  • 81
    • 84890240053 scopus 로고    scopus 로고
    • Interpreting observational studies: Why empirical calibration is needed to correct p-values
    • Schuemie MJ, Ryan PB, DuMouchelW, Suchard MA, Madigan D. 2014. Interpreting observational studies: why empirical calibration is needed to correct p-values. Stat. Med. 33(2):209-18
    • (2014) Stat. Med. , vol.33 , Issue.2 , pp. 209-218
    • Schuemie, M.J.1    Ryan, P.B.2    Dumouchel, W.3    Suchard, M.A.4    Madigan, D.5
  • 84
    • 84928130862 scopus 로고    scopus 로고
    • Science's significant stats problem: Researchers' rituals for assessing probability may mislead as much as they enlighten
    • Siegfried T. 2013. Science's significant stats problem: Researchers' rituals for assessing probability may mislead as much as they enlighten. Nautilus, Aug. 22. http://nautil.us/issue/4/the-unlikely/sciencessignificant-stats-problem
    • (2013) Nautilus, Aug. 22
    • Siegfried, T.1
  • 85
    • 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. Psychol. Sci. 22(11):1359-66
    • (2011) Psychol. Sci. , vol.22 , Issue.11 , pp. 1359-1366
    • Simmons, J.P.1    Nelson, L.D.2    Simonsohn, U.3
  • 86
    • 33749993417 scopus 로고    scopus 로고
    • The consensus coding sequences of human breast and colorectal cancers
    • Sjöblom T, Jones S, Wood LD, Parsons DW, Lin J, et al. 2006. The consensus coding sequences of human breast and colorectal cancers. Science 314:268-74
    • (2006) Science , vol.314 , pp. 268-274
    • Sjöblom, T.1    Jones, S.2    Wood, L.D.3    Parsons, D.W.4    Lin, J.5
  • 87
    • 15944418202 scopus 로고    scopus 로고
    • Immune signatures in follicular lymphoma
    • Staudt LM,WrightG,Dave S. 2005. Immune signatures in follicular lymphoma. N. Engl. J.Med. 352:1496-97
    • (2005) N. Engl. J.Med. , vol.352 , pp. 1496-1497
    • Staudt, L.M.1    Wright, G.2    Dave, S.3
  • 88
    • 84928130861 scopus 로고    scopus 로고
    • Expanding public access to the results of federally funded research
    • Stebbins M. 2013. Expanding public access to the results of federally funded research. OSTP Blog, Feb. 22. http://www.whitehouse.gov/blog/2013/02/22/expanding-public-access-results-federally-fundedresearch
    • (2013) OSTP Blog, Feb. 22
    • Stebbins, M.1
  • 90
    • 76649108067 scopus 로고    scopus 로고
    • Enabling reproducible research: Licensing for scientific innovation
    • Stodden V. 2009a. Enabling reproducible research: licensing for scientific innovation. Intl. J. Comm. Pol. 13:1
    • (2009) Intl. J. Comm. Pol. , vol.13 , pp. 1
    • Stodden, V.1
  • 91
    • 58149122709 scopus 로고    scopus 로고
    • The legal framework for reproducible scientific research: Licensing and copyright
    • Stodden V. 2009b. The legal framework for reproducible scientific research: licensing and copyright. Comput. Sci. Eng. 11(1):35-40
    • (2009) Comput. Sci. Eng. , vol.11 , Issue.1 , pp. 35-40
    • Stodden, V.1
  • 92
    • 84865727785 scopus 로고    scopus 로고
    • Trust your science? Open your data and code
    • Stodden V. 2011. Trust your science? Open your data and code. Amstat News, July 1. http://magazine. amstat.org/blog/2011/07/01/trust-your-science/
    • (2011) Amstat News, July 1
    • Stodden, V.1
  • 93
    • 84864234358 scopus 로고    scopus 로고
    • Reproducible research: Tools and strategies for scientific computing
    • Stodden V. 2012. Reproducible research: tools and strategies for scientific computing. Comput. Sci. Eng. 14(4):11-12
    • (2012) Comput. Sci. Eng. , vol.14 , Issue.4 , pp. 11-12
    • Stodden, V.1
  • 94
    • 84928130859 scopus 로고    scopus 로고
    • Resolving irreproducibility in empirical and computational research
    • Stodden V. 2013. Resolving irreproducibility in empirical and computational research IMS Bull. Nov. 17. http://bulletin.imstat.org/2013/11/resolving-irreproducibility-in-empirical-and-computationalresearch/
    • (2013) IMS Bull. Nov. 17
    • Stodden, V.1
  • 95
    • 84928130858 scopus 로고    scopus 로고
    • Intellectual property and computational science
    • Collaboration and Scholarly Publishing, ed. S Bartling, S Fiesike. New York: Springer
    • Stodden V. 2014a. Intellectual property and computational science. In Opening Science: The Evolving Guide on How the Internet Is Changing Research, Collaboration and Scholarly Publishing, ed. S Bartling, S Fiesike, pp. 225-35. New York: Springer
    • (2014) Opening Science: The Evolving Guide on How the Internet is Changing Research , pp. 225-235
    • Stodden, V.1
  • 98
    • 84893737226 scopus 로고    scopus 로고
    • "Setting the default to reproducible" in computational science research
    • Stodden V, Borwein J, BaileyD. 2013. "Setting the default to reproducible" in computational science research. SIAM News, Jun. 3. http://www.siam.org/news/news.php?id=2078
    • (2013) SIAM News, Jun. 3
    • Stodden, V.1    Borwein, J.2    Bailey, D.3
  • 100
    • 84923850013 scopus 로고    scopus 로고
    • Best practices for computational science: Software infrastructure and environments for reproducible and extensible research
    • StoddenV,Miguez S. 2013. Best practices for computational science: software infrastructure and environments for reproducible and extensible research. J. Open Res. Softw. 2:e21
    • (2013) J. Open Res. Softw. , vol.2 , pp. e21
    • Stodden, V.1    Miguez, S.2
  • 101
    • 84922949197 scopus 로고    scopus 로고
    • ResearchCompendia.org: Cyberinfrastructure for reproducibility and collaboration in computational science
    • Stodden V, Miguez S, Seiler J. 2015. ResearchCompendia.org: cyberinfrastructure for reproducibility and collaboration in computational science. Comput. Sci. Eng. 17:12-19
    • (2015) Comput. Sci. Eng. , vol.17 , pp. 12-19
    • Stodden, V.1    Miguez, S.2    Seiler, J.3
  • 102
    • 84928130855 scopus 로고    scopus 로고
    • Re-analysis of Dave et al
    • Rep., Stanford Univ., Stanford, CA
    • Tibshirani R. 2004. Re-analysis of Dave et al., NEJM Nov. 18, 2004. Rep., Stanford Univ., Stanford, CA. http://statweb.stanford.edu/-tibs/FL/report/
    • (2004) NEJM Nov. 18, 2004
    • Tibshirani, R.1
  • 103
    • 15944418202 scopus 로고    scopus 로고
    • Immune signatures in follicular lymphoma
    • Tibshirani R. 2005. Immune signatures in follicular lymphoma. N. Engl. J. Med. 352:1496-97
    • (2005) N. Engl. J. Med. , vol.352 , pp. 1496-1497
    • Tibshirani, R.1
  • 105
    • 84885074997 scopus 로고    scopus 로고
    • Stability
    • Yu B. 2013. Stability. Bernoulli 19(4):1484-500
    • (2013) Bernoulli , vol.19 , Issue.4 , pp. 1484-1500
    • Yu, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.