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Managing Structural Uncertainty in Health Economic Decision Models: A Discrepancy Approach
11 references·6 citing·40 second hop
Managing Structural Uncertainty in Health Economic Decision Models: A Discrepancy Approach (2011)Managing Structural Uncertainty in Health…Global sensitivity measures from given data (2012)Global sensitivity measures f…Characterizing Structural Uncertainty in Decision Analytic Models: A Review and Application of Methods (2009)Characterizing Structural Unc…Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Uncertain Judgements: Eliciting Experts' Probabilities (2006)Uncertain Judgements: Eliciti…Probabilistic sensitivity analysis for NICE technology assessment: not an optional extra (2005)Probabilistic sensitivity ana…Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…Principles of Good Practice for Decision Analytic Modeling in Health-Care Evaluation: Report of the ISPOR Task Force on Good Research Practices—Modeling Studies (2003)Principles of Good Practice f…Alternative decision modelling techniques for the evaluation of health care technologies: Markov processes versus discrete event simulation (2002)Alternative decision modellin…Markov Models in Medical Decision Making (1993)Markov Models in Medical Deci…Discounting in the Economic Evaluation of Health Care Interventions (1993)Discounting in the Economic E…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Is VARS more intuitive and efficient than Sobol’ indices? (2021)Is VARS more intuitive and ef…Fighting the Curse of Sparsity: Probabilistic Sensitivity Measures From Cumulative Distribution Functions (2020)Fighting the Curse of Sparsit…Nonparametric estimation of probabilistic sensitivity measures (2019)Nonparametric estimation of p…Functional ANOVA with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments (2018)Functional ANOVA with Multipl…Moment-Independent and Reliability-Based Importance Measures (2015)Moment-Independent and Reliab…Sensitivity Analysis in Decision Making (2013)Sensitivity Analysis in Decis…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Common Rationale for Global Sensitivity Measures and Their Estimation (2016)Distribution-based sensitivity analysis from a generic input-output sample (2018)Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses (2022)An Economic Theory of Self-Control (1977)11. 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(1994)Primer on Medical Decision Analysis: Part 4-Analyzing the Model and Interpreting the Results (1997)Discounting Health Outcomes in Economic Evaluation: The Ongoing Debate (2004)Mental Accounting and Consumer Choice (2008)The Combination of Forecasts (1969)Combining forecasts: A review and annotated bibliography (1989)Methods for the Economic Evaluation of Health Care Programmes (2005)Accounting for Methodological, Structural, and Parameter Uncertainty in Decision-Analytic Models (2011)Questionnaire to Assess Relevance and Credibility of Modeling Studies for Informing Health Care Decision Making: An ISPOR-AMCP-NPC Good Practice Task Force Report (2014)The Future of Precision Medicine: Potential Impacts for Health Technology Assessment (2018)Importance measures in global sensitivity analysis of nonlinear models (1996)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A new uncertainty importance measure (2006)Bayesian analysis of computer code outputs: A tutorial (2006)How to avoid a perfunctory sensitivity analysis (2010)Costs, effects and C/E‐ratios alongside a clinical trial (1994)Cost-Effectiveness in Health and Medicine (1996)Representing uncertainty: the role of cost‐effectiveness acceptability curves (2001)Using Value of Information Analysis to Prioritise Health Research (2006)Whither trial‐based economic evaluation for health care decision making? (2006)Propuesta de guía para la evaluación económica aplicada a las tecnologías sanitarias (2009)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)SALib: An open-source Python library for Sensitivity Analysis (2017)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Eliciting Expert Knowledge in Conservation Science (2012)Model Parameter Estimation and Uncertainty Analysis (2012)Principles of Good Practice for Budget Impact Analysis: Report of the ISPOR Task Force on Good Research Practices—Budget Impact Analysis (2007)Model Transparency and Validation (2012)Modeling Good Research Practices—Overview: A Report of the ISPOR-SMDM Modeling Good Research Practices Task Force-1 (2012)An Introduction to Markov Modelling for Economic Evaluation (1998)Handling Uncertainty in Cost-Effectiveness Models (2000)Review of guidelines for good practice in decision-analytic modelling in health technology assessment (2004)
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References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 1993Markov Models in Medical Decision Making2,411 cited
  • 2006Uncertain Judgements: Eliciting Experts' Probabilities1,549 cited
  • 2003Principles of Good Practice for Decision Analytic Modeling in Health-Care Evaluation: Report of the ISPOR Task Force on Good Research Practices—Modeling Studies1,170 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 2005Probabilistic sensitivity analysis for NICE technology assessment: not an optional extra472 cited
  • 2012Global sensitivity measures from given data430 cited
  • 1993Discounting in the Economic Evaluation of Health Care Interventions189 cited
  • 2009Characterizing Structural Uncertainty in Decision Analytic Models: A Review and Application of Methods186 cited
  • 2002Alternative decision modelling techniques for the evaluation of health care technologies: Markov processes versus discrete event simulation158 cited

Cited by

  • 2013Sensitivity Analysis in Decision Making31 cited
  • 2021Is VARS more intuitive and efficient than Sobol’ indices?19 cited
  • 2019Nonparametric estimation of probabilistic sensitivity measures18 cited

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  • 2020Fighting the Curse of Sparsity: Probabilistic Sensitivity Measures From Cumulative Distribution Functions15 cited
  • 2018Functional ANOVA with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments14 cited
  • 2015Moment-Independent and Reliability-Based Importance Measures12 cited