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Original Articles

Analysis, Biomedicine, Collaboration, and Determinism Challenges and Guidance: Wish List for Biopharmaceuticals on the Interface of Computing and Statistics

Pages 1140-1157 | Received 31 Mar 2011, Accepted 23 May 2011, Published online: 24 Oct 2011

REFERENCES

  • Baggerly , K. A. , Berry , D. A. ( 2011 ). Reproducible research. Amstat News, January, pp. 16–17 .
  • Begley , S. ( 2011 ). Why everything you hear about medicine is wrong. Newsweek, January 11, pp. 8–9 .
  • Begley , S. , Carmichael , M. ( 2010 ). Desperately seeking cures. Newsweek, May 24 and 31, pp. 38–40 .
  • Carmichael , M. ( 2010 ). Healthy at any age. Newsweek, June 28 and July 5, pp. 45–52 .
  • Dunker , A. K. , Kriwacki , R. W. ( 2011 ). The orderly chaos of proteins. Scientific American, April, pp. 68–73 .
  • Efron , B. ( 2011 ). The future of indirect evidence . Statistical Science 25 ( 2 ): 145 – 157 .
  • Gentleman , R. , Lang , D. ( 2007 ). Statistical analyses and reproducible research . Journal of Computational and Graphical Statistics 16 ( 1 ): 1 – 23 .
  • Goodman , A. ( 1972 ). Data modeling and analysis for users—A guide to the perplexed. AFIPS Conference Proceedings, Vol. 41, Part II: 1972 Fall Joint Computer Conference, pp. 1163–1169 .
  • Goodman , A. ( 2011 ). Perspective: Emerging topics and challenges for statistical analysis and data mining . Statistical Analysis and Data Mining Journal 4 ( 1 ): 3 – 8 .
  • Goodman , A. F. , Bellato , C. M. , Khidr , L. ( 2005 ). The uncertain future for central dogma: Uncertainty serves as a bridge from determinism and reductionism to a new picture of biology . The Scientist 19 ( 12 ): 20 – 21 .
  • Goodnight , J. ( 2011 ). Perspective: The forecast for predictive analytics: Hot and getting hotter . Statistical Analysis and Data Mining Journal 4 ( 1 ): 9 – 10 .
  • Greenspan , N. T. (2005). The End of the Certain World: The Life and Science of Max Born . New York : Basic Books.
  • Jablonka , E. , Lamb , M. J. ( 2006 ). Evolution in Four Dimensions: Genetic, Epigenetic, Behavioral and Symbolic Variation in the History of Life . Cambridge , MA : MIT Press .
  • Journalism in the Age of Data. (2009). http://vimeo.com/14777910 and http:// datajournalism. stanford.edu/2009.5
  • Keller , E. F. ( 2010 ). The Mirage of a Space between Nature and Nurture . Durham , NC : Duke University Press .
  • Leaf , C. ( 2004 ). Why we're losing the war on cancer and how to win it. Fortune, March 22, pp. 76–96 .
  • Lehrer , J. ( 2010 ). The truth wears off. Annals of Science. The New Yorker, December 13, p. 52 .
  • McCabe , L. L. , McCabe , E. R. B. ( 2008 ). DNA: Promise and Peril . Berkeley : University of California Press .
  • Morgan , S. L. , Winship , C. ( 2007 ). Counterfactuals and Causal Inference: Methods and Principles for Social Research . Cambridge , UK : University Press .
  • Moyer , M. W. ( 2011 ). Which pills work? Scientific American, February, p. 20 .
  • Pearl , J. ( 2000 ). Causality: Models, Reasoning and Inference. , 2nd ed. Cambridge , UK : Cambridge University Press .
  • Pennisi , E. ( 2005 ). “Why so few human genes?”, “What determines species density?”, and “How will big pictures emerge from a sea of biology data?” Science 309(1 July 2005):80, 90, 94 .
  • Pennisi , E. ( 2010 ). Shining a light on the genome's ‘dark matter.’ Science 330 : 1614 .
  • Predictive Analytics World Website for Presentations . ( 2011 ). March 15–16. http://www. predictiveanalyticsworld.com/sanfrancisco/2011/presentations with the username of NYNY2011and the password of October .
  • Resnick , D. B. ( 2011 ). A troubled tradition. American Scientist, January–February, pp. 24–27 .
  • Rosenbaum , P. R. ( 2004 ). Randomized Experiments and Observational Studies: Causal Inference in Statistics. Available at: http://www-stat.wharton.edu/rosenbap/tufthandout.pdf
  • Shea , J. J. ( 2011 ). Refuting a myth about human origins . American Scientist , March–April , pp. 128 – 135 .
  • Silverman , P. H. ( 2004 ). Rethinking genetic determinism . The Scientist 18 ( 10 ): 32 – 33 .
  • Spirtes , P. , Glymour , C. , Scheines , R. ( 2000 ). Causation, Prediction and Search. , 2nd ed. Cambridge , MA : MIT Press .
  • Stix , G. ( 2010 ). Darwin's Living Legacy. , 2nd ed. Cambridge , UK : MIT Press .
  • Sullivan , P. ( 2004 ). Paul H. Silverman; Studied genes, stem cells. http://www.washingtonpost.com/wp-dyn/articles/A22712-2004Jul28.html, July 29 .
  • Thomas , J. J. , Cook , K. A. , eds. ( 2005 ). Illuminating the Path. National Visualization and Analytics Center. http://nvac.pnl.gov/agenda.stm
  • Arnold Goodman is the founder of Interface (1965), co-founder of “Interface Symposia” (1967), and founding editor of statistical analysis for Statistical Analysis and Data Mining Journal (2006).

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