Decision Analysis in R for Technologies in Health
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Tutorials
A Tutorial on Time-Dependent Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example
Tutorial
R
Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H
01/01/2023
An Introductory Tutorial on Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example
Tutorial
R
Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H
01/01/2023
A Multidimensional Array Representation of State-Transition Model Dynamics
Tutorial
Markov/cSTM
Krijkamp EM, Alarid-Escudero F, Enns EA, Pechlivanoglou P, Hunink GM, Jalal H
02/01/2020
A need for change! A coding framework for improving transparency in decision modeling
Tutorial
Transparency
Alarid-Escudero F, Krijkamp E, Pechlivanoglou P, Jalal H, Kao SYZ, Yang A, Enns EA
11/01/2019
Microsimulation Modeling for Health Decision Sciences Using R: A Tutorial
Tutorial
Microsimulation
Krijkamp E, Alarid-Escudero F, Enns EA, Jalal HJ, Hunink MG, Pechlivanoglou P
03/01/2018
An overview of R in Health Decision Sciences
Tutorial
R
Jalal HJ, Pechlivanoglou P, Krijkamp E, Alarid-Escudero F, Enns EA, Hunink MG
07/01/2017
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Methodology
A Fast Nonparametric Sampling Method for Time to Event in Individual-Level Simulation Models
Methodology
Simulation
Garibay-Treviño DU, Jalal H, Alarid-Escudero F
02/01/2025
Microsimulation Estimates of Decision Uncertainty and Value of Information Are Biased but Consistent
Methodology
VOI
Goldhaber-Fiebert J, Jalal H, Alarid-Escudero F
02/01/2025
Effects of Mitigation and Control Policies in Realistic Epidemic Models Accounting for Household Transmission Dynamics
Methodology
Epidemiology
Alarid-Escudero F, Andrews JR, Goldhaber-Fiebert J
01/01/2024
Methods for communicating the impact of parameter uncertainty in a multiple strategies cost-effectiveness comparison
Methodology
Uncertainty
Wolff HB, Qendri V, Kunst N, Alarid-Escudero F, Coupé VMH
07/01/2022
Characterization and Valuation of the Uncertainty of Calibrated Parameters in Microsimulation Decision Models
Methodology
Calibration
Alarid-Escudero F, Knudsen AB, Ozik J, Collier N, Kuntz KM
01/01/2022
BayCANN: Streamlining Bayesian Calibration with Artificial Neural Network Metamodeling
Methodology
Bayesian
Jalal H, Trikalinos TA, Alarid-Escudero F
01/01/2021
Hexamaps for Age–Period–Cohort Data Visualization and Implementation in R
Methodology
Visualization
Jalal H, Burke DS
09/01/2020
Potential Bias Associated with Modeling the Effectiveness of Healthcare Interventions in Reducing Mortality Using an Overall Hazard Ratio
Methodology
Survival
Alarid-Escudero F, Kuntz KM
03/01/2020
The Curve of Optimal Sample Size (COSS): A Graphical Representation of the Optimal Sample Size from a Value of Information Analysis
Methodology
Sample Size/VOI
Jutkowitz E, Alarid-Escudero F, Kuntz KM, Jalal HJ
07/01/2019
“Time Traveling Is Just Too Dangerous” But Some Methods Are Worth Revisiting: The Advantages of Expected Loss Curves Over Cost-Effectiveness Acceptability Curves and Frontier
Methodology
VOI
Alarid-Escudero F, Enns EA, Kuntz KM, Michaud TL, Jalal HJ
05/01/2019
Revisiting assumptions about age-based mixing representations in mathematical models of sexually transmitted infections
Methodology
Modeling
Easterly C, Alarid-Escudero F, Enns EA, Kulasingam S
09/01/2018
Non-identifiability in model calibration and implications for medical decision making
Methodology
Calibration
Alarid-Escudero F, Maclehose RF, Peralta Y, Kuntz KM, Enns EA
07/01/2018
A Gaussian Approximation Approach for Value of Information Analysis
Methodology
VOI
Jalal HJ, Alarid-Escudero F
02/01/2018
A Comparison of Four Software Programs for Implementing Decision Analytic Cost-Effectiveness Models
Methodology
Software
Hollman C, Paulden M, Pechlivanoglou P, McCabe C
08/01/2017
Some health states are better than others: using health state rank order to improve probabilistic analyses
Methodology
Utility
Goldhaber-Fiebert JD, Jalal HJ
08/01/2016
Identifying Best-Fitting Inputs in Health-Economic Model Calibration: A Pareto Frontier Approach
Methodology
Calibration
Enns EA, Cipriano LE, Simons CT, Kong CY
02/01/2015
Linear regression metamodeling as a tool to summarize and present simulation model results
Methodology
Metamodeling
Jalal HJ, Dowd B, Sainfort F, Kuntz KM
07/01/2013
Inferring model parameters in network-based disease simulation
Methodology
Networks
Enns EA, Brandeau ML
02/01/2011
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