Model Parameter Estimation and Uncertainty: A Report of the ISPOR-SMDM Modeling Good Research Practices Task Force-6

Caro, 2012, Modeling good research practices—overview: a report of the ISPOR-SMDM modeling good research practices task force-1, Value Health, 15, 796, 10.1016/j.jval.2012.06.012

Roberts, 2012, Conceptualizing a model: A report of the ISPOR-SMDM modeling good research practices task force-2, Value Health, 15, 804, 10.1016/j.jval.2012.06.016

Siebert, 2012, State-transition modeling: a report of the ISPOR-SMDM modeling good research practices task force-3, Value Health, 15, 812, 10.1016/j.jval.2012.06.014

Karnon, 2012, Modeling using discrete event simulation: a report of the ISPOR-SMDM modeling good research practices task force-4, Value Health, 15, 821, 10.1016/j.jval.2012.04.013

Pitman, 2012, Dynamic transmission modeling: a report of the ISPOR-SMDM modeling good research practices task force-5, Value Health, 15, 828, 10.1016/j.jval.2012.06.011

Eddy, 2012, Model transparency and validation: a report of the ISPOR-SMDM modeling good research practices task force-7, Value Health, 15, 843, 10.1016/j.jval.2012.04.012

Claxton, 2008, Exploring uncertainty in cost-effectiveness analysis, Pharmacoeconomics, 26, 781, 10.2165/00019053-200826090-00008

Briggs, 1994, Uncertainty in the economic evaluation of health care technologies: the role of sensitivity analysis, Health Econ, 3, 95, 10.1002/hec.4730030206

Gold, 2007

Brisson, 2006, Impact of model, methodological, and parameter uncertainty in the economic analysis of vaccination programs, Med Decis Making, 26, 434, 10.1177/0272989X06290485

2008

Lumley, 2002, Network meta-analysis for indirect treatment comparisons, Stat Med, 21, 2313, 10.1002/sim.1201

Everitt, 1998

Briggs, 2006

O'Hagan, 2006

Lunn, 2009, The BUGS project: evolution, critique and future directions, Stat Med, 28, 3049, 10.1002/sim.3680

Ades, 2002, Markov chain Monte Carlo estimation of a multi-parameter decision model: consistency of evidence and the accurate assessment of uncertainty, Med Decis Making, 22, 359, 10.1177/027298902400448920

Karnon, 2009, A hybrid cohort individual sampling natural history model of age-related macular degeneration: assessing the cost-effectiveness of screening using probabilistic calibration, Med Decis Making, 29, 304, 10.1177/0272989X08327491

Karnon, 2011, Calibrating models in economic evaluation: a comparison of alternative measures of goodness-of-fit, parameter search strategies, and convergence criteria, Pharmacoeconomics, 29, 51, 10.2165/11584610-000000000-00000

Kim, 2007, Multiparameter calibration of a natural history model of cervical cancer, Am J Epidemiol, 166, 137, 10.1093/aje/kwm086

Taylor, 2012, Incorporating calibrated model parameters into sensitivity analyses: deterministic and probabilistic approaches, Pharmacoeconomics, 30, 119, 10.2165/11593360-000000000-00000

Vanni, 2011, Calibrating models in economic evaluation: a seven step approach, Pharmacoeconomics, 29, 35, 10.2165/11584600-000000000-00000

Bojke, 2009, Characterizing structural uncertainty in decision analytic models: a review and application of methods, Value Health, 12, 739, 10.1111/j.1524-4733.2008.00502.x

Chapman, 2009, Accounting for uncertainty in health economic decision models by using model averaging, J R Stat Soc Ser A Stat Soc, 172, 383, 10.1111/j.1467-985X.2008.00573.x

Jackson, 2011, A framework for addressing structural uncertainty in decision models, Med Decis Making, 31, 662, 10.1177/0272989X11406986

Briggs, 1998, Confidence intervals or surfaces?, Health Econ, 7, 723, 10.1002/(SICI)1099-1050(199812)7:8<723::AID-HEC392>3.0.CO;2-O

Stinnett, 1997, The negative side of cost-effectiveness analysis [letter], JAMA, 277, 1931, 10.1001/jama.1997.03540480031025

Claxton, 2002, A rational framework for decision making by the National Institute for Clinical Excellence (NICE), Lancet, 360, 711, 10.1016/S0140-6736(02)09832-X

Brennan, 2007, Calculating partial expected value of perfect information via Monte Carlo sampling algorithms, Med Decis Making, 27, 448, 10.1177/0272989X07302555

Groot Koerkamp, 2006, Identifying key parameters in cost-effectiveness analysis using value of information: a comparison of methods, Health Econ, 4, 383, 10.1002/hec.1064

Ades, 2004, Expected value of sample information calculations in medical decision modeling, Med Decis Making, 24, 207, 10.1177/0272989X04263162