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Bayesian approaches to the value of information: implications for the regulation of new pharmaceuticals

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  1. Ilias Goranitis & Pelham Barton & Lee J Middleton & Jonathan J Deeks & Jane P Daniels & Pallavi Latthe & Arri Coomarasamy & Suneetha Rachaneni & Shanteela McCooty & Tina S Verghese & Tracy E Roberts, 2016. "Testing and Treating Women after Unsuccessful Conservative Treatments for Overactive Bladder or Mixed Urinary Incontinence: A Model-Based Economic Evaluation Based on the BUS Study," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-18, August.
  2. Alan Brennan & Samer A. Kharroubi, 2007. "Expected value of sample information for Weibull survival data," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1205-1225.
  3. Bognar, Katalin & Romley, John A. & Bae, Jay P. & Murray, James & Chou, Jacquelyn W. & Lakdawalla, Darius N., 2017. "The role of imperfect surrogate endpoint information in drug approval and reimbursement decisions," Journal of Health Economics, Elsevier, vol. 51(C), pages 1-12.
  4. Heikkinen, T. & Pietola, K., 2009. "Investment and the dynamic cost of income uncertainty: The case of diminishing expectations in agriculture," European Journal of Operational Research, Elsevier, vol. 192(2), pages 634-646, January.
  5. Sander Greenland, 2005. "Multiple‐bias modelling for analysis of observational data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 267-306, March.
  6. C Simone Sutherland & Joshua Yukich & Ron Goeree & Fabrizio Tediosi, 2015. "A Literature Review of Economic Evaluations for a Neglected Tropical Disease: Human African Trypanosomiasis (“Sleeping Sickness”)," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 9(2), pages 1-22, February.
  7. Anna Heath & Ioanna Manolopoulou & Gianluca Baio, 2017. "A Review of Methods for Analysis of the Expected Value of Information," Medical Decision Making, , vol. 37(7), pages 747-758, October.
  8. A. E. Ades & G. Lu & K. Claxton, 2004. "Expected Value of Sample Information Calculations in Medical Decision Modeling," Medical Decision Making, , vol. 24(2), pages 207-227, March.
  9. Haitham Tuffaha & Shelley Roberts & Wendy Chaboyer & Louisa Gordon & Paul Scuffham, 2015. "Cost-Effectiveness and Value of Information Analysis of Nutritional Support for Preventing Pressure Ulcers in High-risk Patients: Implement Now, Research Later," Applied Health Economics and Health Policy, Springer, vol. 13(2), pages 167-179, April.
  10. Mark Strong & Jeremy E. Oakley & Alan Brennan & Penny Breeze, 2015. "Estimating the Expected Value of Sample Information Using the Probabilistic Sensitivity Analysis Sample," Medical Decision Making, , vol. 35(5), pages 570-583, July.
  11. Niklas Zethraeus & Magnus Johannesson & Bengt Jönsson & Mickael Löthgren & Magnus Tambour, 2003. "Advantages of Using the Net-Benefit Approach for Analysing Uncertainty in Economic Evaluation Studies," PharmacoEconomics, Springer, vol. 21(1), pages 39-48, January.
  12. Edward C. F. Wilson & Miranda Mugford & Garry Barton & Lee Shepstone, 2016. "Efficient Research Design," Medical Decision Making, , vol. 36(3), pages 335-348, April.
  13. Scott B. Cantor, 2004. "Clinical Applications in the Decision Analysis Literature," Decision Analysis, INFORMS, vol. 1(1), pages 23-25, March.
  14. Álvaro Hidalgo-Vega & Juan Ramos-Goñi & Renata Villoro, 2014. "Cost-utility of ranolazine for the symptomatic treatment of patients with chronic angina pectoris in Spain," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(9), pages 917-925, December.
  15. P. Sendi & A. Gafni & S. Birch, 2002. "Opportunity costs and uncertainty in the economic evaluation of health care interventions," Health Economics, John Wiley & Sons, Ltd., vol. 11(1), pages 23-31, January.
  16. Joshua Graff Zivin, 2001. "Cost‐effectiveness analysis with risk aversion," Health Economics, John Wiley & Sons, Ltd., vol. 10(6), pages 499-508, September.
  17. Nicola J. Cooper & Alex J. Sutton & Keith R. Abrams & David Turner & Allan Wailoo, 2004. "Comprehensive decision analytical modelling in economic evaluation: a Bayesian approach," Health Economics, John Wiley & Sons, Ltd., vol. 13(3), pages 203-226, March.
  18. Alan Brennan & Samer A. Kharroubi, 2007. "Expected value of sample information for Weibull survival data," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1205-1225, November.
  19. Francisco-José Polo & Miguel Negrín & Xavier Badía & Montse Roset, 2005. "Bayesian regression models for cost-effectiveness analysis," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(1), pages 45-52, March.
  20. Stefano Conti & Karl Claxton, 2009. "Dimensions of Design Space: A Decision-Theoretic Approach to Optimal Research Design," Medical Decision Making, , vol. 29(6), pages 643-660, November.
  21. Joyce Craig & Louise Carr & John Hutton & Julie Glanville & Cynthia Iglesias & Andrew Sims, 2015. "A Review of the Economic Tools for Assessing New Medical Devices," Applied Health Economics and Health Policy, Springer, vol. 13(1), pages 15-27, February.
  22. Claire McKenna & Karl Claxton, 2011. "Addressing Adoption and Research Design Decisions Simultaneously," Medical Decision Making, , vol. 31(6), pages 853-865, November.
  23. Anna Heath & Ioanna Manolopoulou & Gianluca Baio, 2018. "Efficient Monte Carlo Estimation of the Expected Value of Sample Information Using Moment Matching," Medical Decision Making, , vol. 38(2), pages 163-173, February.
  24. Oren Shavit & Moshe Leshno & Assaf Goldberger & Amir Shmueli & Amnon Hoffman, 2007. "It’s Time to Choose the Study Design!," PharmacoEconomics, Springer, vol. 25(11), pages 903-911, November.
  25. Björn Stollenwerk & Stefan K. Lhachimi & Andrew Briggs & Elisabeth Fenwick & Jaime J. Caro & Uwe Siebert & Marion Danner & Andreas Gerber‐Grote, 2015. "Communicating the Parameter Uncertainty in the IQWiG Efficiency Frontier to Decision‐Makers," Health Economics, John Wiley & Sons, Ltd., vol. 24(4), pages 481-490, April.
  26. K. Claxton & P. J. Neumannn & S. S. Araki & M. C. Weinstein, "undated". "Bayesian Value-of-Information Analysis: An Application to a Policy Model of Alzheimer's Disease," Discussion Papers 00/39, Department of Economics, University of York.
  27. Anna Heath & Petros Pechlivanoglou, 2022. "Prioritizing Research in an Era of Personalized Medicine: The Potential Value of Unexplained Heterogeneity," Medical Decision Making, , vol. 42(5), pages 649-660, July.
  28. Fumie Yokota & Kimberly M. Thompson, 2004. "Value of Information Literature Analysis: A Review of Applications in Health Risk Management," Medical Decision Making, , vol. 24(3), pages 287-298, June.
  29. Ya-Chen Shih & Lajos Pusztai, 2006. "Do Pharmacogenomic Tests Provide Value to Policy Makers?," PharmacoEconomics, Springer, vol. 24(12), pages 1173-1177, December.
  30. Castillo-Riquelme, Marianela & Chalabi, Zaid & Lord, Joanne & Guhl, Felipe & Campbell-Lendrum, Diarmid & Davies, Clive & Fox-Rushby, Julia, 2008. "Modelling geographic variation in the cost-effectiveness of control policies for infectious vector diseases: The example of Chagas disease," Journal of Health Economics, Elsevier, vol. 27(2), pages 405-426, March.
  31. F. J. Vázquez‐Polo & M. A. Negrín Hernández & B. González López‐Valcárcel, 2005. "Using covariates to reduce uncertainty in the economic evaluation of clinical trial data," Health Economics, John Wiley & Sons, Ltd., vol. 14(6), pages 545-557, June.
  32. Mohsen Sadatsafavi & Tae Yoon Lee & Laure Wynants & Andrew J Vickers & Paul Gustafson, 2023. "Value-of-Information Analysis for External Validation of Risk Prediction Models," Medical Decision Making, , vol. 43(5), pages 564-575, July.
  33. Manuel A. Espinoza & Andrea Manca & Karl Claxton & Mark J. Sculpher, 2014. "The Value of Heterogeneity for Cost-Effectiveness Subgroup Analysis," Medical Decision Making, , vol. 34(8), pages 951-964, November.
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