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. 2021 Jun 3;58(11):1451–1469. doi: 10.1007/s00592-021-01742-6

Table 8.

Summary of model uncertainty (data only extracted from 14 primary citations: for baseline cases)

Model One-way sensitivity analysis Multi-way sensitivity analysis probabilistic sensitivity analysis
Name (PSA)
NIDDM [20] √ Use Monte Carlo simulations
CDC-RTI [12] √ The nonparametric bootstrap method is used
Archimedes [19] NR NR NR
CDM [27] √ The nonparametric bootstrap method is used + first and second-order Monte Carlo simulations
UKPDS-OM1 [21] √A combination of bootstrap methods and multiple imputation methods were used √ Use Monte Carlo simulations
Michigan [9] √ Use Monte Carlo simulations
Cardiff [10]
ODEM [11]
Sheffield [22]
UKPDS-OM2 [28] √ use Monte Carlo or first order uncertainty + Parameter or second order uncertainty
ECHO [24] NR NR NR
IHE [23] √ Second order PSA
COMT [26] NR NR NR
CDS [25] √ use Monte Carlo simulations

NR not reported (for baseline cases)