and model-averaging techniques or informally by choosing plausible values of model and prior distribution parameters (Spiegelhalter et al., 1994).


Bellman RE. 1957. Dynamic Programming. Princeton, NJ: Princeton University Press.

Berger JO. 1985. Statistical Decision Theory and Bayesian Analysis, 2nd Ed. New York: Springer-Verlag.

Chaloner K, Rhame FS. 2001. Quantifying and documenting prior beliefs in clinical trials. Statistics in Medicine 20: 581–600.

Gold MR, Siegel JE, Russell LB, Weinstein MC (eds). 1996. Cost-Effectiveness in Health and Medicine. Oxford, UK: Oxford University Press.

Lindley DV. 1985. Making Decisions, 2nd Ed. New York: Wiley.

Matchar DB, Samsa GP. 1999. Using outcome data to identify best medical practice: the role of policy models. Hepatology 29 (6 Suppl): 36S–39S.

Matchar DB, Samsa GP, Mathews JR, Aneukiewicz M, Parmigiani G, Hasselblad V, Wolf PA, D’Agostino RB, Lipscomb J. 1997. The Stroke Prevention Policy Model (SPPM): linking evidence and clinical decisions. Ann. Int. Med. 127: 704–711.

Parmar MKB, Griffiths GO, Spiegelhalter DJ, Souhami RL, Altman DG, van der Scheuren E, CHART steering committee. 2001. Monitoring of large randomised clinical trials: a new approach with Bayesian methods. Lancet 358(9279): 375–381.

Parmar MKB, Spiegelhalter DJ, Freedman LS. 1994. The CHART trials: Bayesian design and monitoring in practice. Statistics in Medicine 13: 1297–1312.

Pliskin JS, Shepard D, Weinstein MC. 1980. Utility functions for life years and health status: theory, assessment, and application. Operations Research 28: 206–224.

Spiegelhalter DJ, Freedman LS, Parmar MKB. 1994. Bayesian approaches to randomised trials. J. R. Stat. Soc. A 157: 357–387.

Tan SB, Chung YF, Tai BC, Cheung YB, Machin D. 2003. Elicitation of prior distributions for a phase III randomized controlled trial of adjuvant therapy with surgery for hepatocellular carcinoma. Control. Clin.Trials 24(2): 110–121.

Vennix JAM, Anderson DF, Richardson GP, Rohrbaugh J. 1994. Model building for group decision support: issues and alternatives in knowledge elicitation. In Morecroft J, Sterman J. (eds.) Modeling for Learning Organizations. Portland, OR: Productivity Press.

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