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Original Articles

Commensurate Priors on a Finite Mixture Model for Incorporating Repository Data in Clinical Trials

Pages 151-160 | Received 01 Mar 2015, Published online: 02 Jun 2016

References

  • Behrman, R. E., Butler, A. S.; Institute of Medicine (US) Committee on Understanding Premature Birth and Assuring Healthy Outcomes (2006), Preterm Birth: Causes, Consequences, and Prevention, Washington, DC: National Academies Press.
  • Bernardo, J., and Smith, A. (2007), Bayesian Theory, Wiley Series in Probability and Statistics Series, New York: Wiley.
  • Berry, S. M., Carlin, B. P., Lee, J. J., and Muller, P. (2010), Bayesian Adaptive Methods for Clinical Trials, Boca Raton, FL: Chapman & Hall/CRC Press.
  • Carlson, S., Colombo, J., Gajewski, B., Gustafson, K., Mundy, D., Yeast, J., Georgieff, M., Markley, L., Kerling, E., and Shaddy, D. (2013), “Docosahexaenoic Acid Supplementation and Pregnancy Outcomes,” The American Journal of Clinical Nutrition, 97, 808–815.
  • Carvalho, C. M., Polson, N. G., and Scott, J. G. (2010), “The Horseshoe Estimator for Sparse Signals,” Biometrika, 97, 465–480.
  • Chen, M., and Ibrahim, J. (2006), “The Relationship Between the Power Prior and Hierarchical Models,” Bayesian Analysis, 1, 551–574.
  • Gajewski, B. (2010), Comments on “A Note on the Power Prior” by B. Neuenschwander, M. Branson, and D. Spiegelhalter, Statistics in Medicine, 29, 708–709.
  • Gelman, A. (2006), “Prior Distributions for Variance Parameters in Hierarchical Models,” Bayesian Analysis, 1, 515–533.
  • Gelman, A., Carlin, J., Stern, H., and Rubin, D. (2004), Bayesian Data Analysis, Boca Raton, FL: Chapman & Hall/CRC Press.
  • Hack, M., Flannery, D., Schluchter, M., Cartar, L., Borawski, E., and Klein, N. (2002), “Outcomes in Young Adulthood for Very-Low-Birth-Weight Infants,” New England Journal of Medicine, 346, 149–157.
  • Helland, I., Saugstad, O., Smith, L., Saarem, K., Solvoll, K., Ganes, T., and Drevon, C. (2001), “Similar Effects on Infants of n-3 and n-6 Fatty Acids Supplementation to Pregnant and Lactating Women,” Pediatrics, 108, e82–e82.
  • Hobbs, B., Carlin, B., Mandrekar, S., and Sargent, D. (2011), “Hierarchical Commensurate and Power Prior Models for Adaptive Incorporation of Historical Information in Clinical Trials,” Biometrics, 67, 1047–1056.
  • Hobbs, B., Sargent, D., and Carlin, B. (2012), “Commensurate Priors for Incorporating Historical Information in Clinical Trials Using General and Generalized Linear Models,” Bayesian Analysis, 7, 639–674.
  • Makrides, M., Duley, L., and Olsen, S. F. (2012), “Marine Oil, and Other Prostaglandin Precursor, Supplementation for Pregnancy Uncomplicated by Preeclampsia or Intrauterine Growth Restriction (Review),” The Cochrane Library, 10.
  • Makrides, M., Gibson, R., McPhee, A., Yelland, L., Quinlivan, J., Ryan, P., DOMInO Investigative Team, Doyle, L., Anderson, P., Else, P., Meyer, B. J., Colditz, P., Pritchard, M., Zhou, S., Collins, C. T., Gulpers, Z., McCusker, S., Naccarella, N., Best, K., Loudis, H., Anderson, A., Griffith, E., Atkinson, E., Manton, N., and Andersen, C. (2010), “Effect of DHA Supplementation During Pregnancy on Maternal Depression and Neurodevelopment of Young Children,” The Journal of the American Medical Association, 304, 1675–1683.
  • Neuenschwander, B., Branson, M., and Spiegelhalter, D. (2009), “A Note on the Power Prior,” Statistics in Medicine, 28, 3562–3566.
  • Peacock, J., Sauzet, O., Ewings, S., and Kerry, S. (2012), “Dichotomising Continuous Data While Retaining Statistical Power Using a Distributional Approach,” Statistics in Medicine, 31, 3089–3103.
  • Phibbs, C. S., and Schmitt, S. K. (2006), “Estimates of the Cost and Length of Stay Changes That can Be Attributed to One-Week Increases in Gestational Age for Premature Infants,” Early Human Development, 82, 85–95.
  • Pocock, S. J. (1976), “The Combination of Randomized and Historical Controls in Clinical Trials,” Journal of Chronic Diseases, 29, 175–188
  • Russell, R., Green, N., Steiner, C., Meikle, S., Howse, J., Poschman, K., Dias, T., Potetz, L., Davidoff, M., Damus, K., and Petrini, J. R. (2007), “Cost of Hospitalization for Preterm and Low Birth Weight Infants in the United States,” Pediatrics, 120, e1–e9.
  • Schwartz, S., Gelfand, A., and Miranda, M. (2010), “Joint Bayesian Analysis of Birthweight and Censored Gestational Age Using Finite Mixture Models,” Statistics in Medicine, 29, 1710–1723.
  • Smuts, C., Huang, M., Mundy, D., Plasse, T., Major, S., and Carlson, S. (2003), “A Randomized Trial of Docosahexaenoic Acid Supplementation During the Third Trimester of Pregnancy,” Obstetrics & Gynecology, 101, 469–479.
  • Spiegelhalter, D. J., Keith, R., Abrams, K. R., Jonathan, P., and Myles, J. P. (2004), Bayesian Approaches to Clinical Trials and Health-Care Evaluation, New York: Wiley.
  • Waitman, L., Warren, J., Manos, E., and Connolly, D. (2011), “Expressing Observations From Electronic Medical Record Flowsheets in an i2b2 Based Clinical Data Repository to Support Research and Quality Improvement,” in AMIA Annual Symposium Proceedings, 2011, p. 1454.

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