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These data are unstandardized regression weights (95% confidence intervals) along with model diagnostic data, with larger weights indicating greater effect.
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An analysis model for two-phase catalytic reaction based on the lumped flow reactor model and the diagnostic data obtained on the temperature distributions and liquid production rates is proposed.
For more details on the statistical modelling of the diagnostic data from a single study, see Pepe [ 5, 6].
The PMs based on pharmacy data had a higher capacity to predict future pharmacy expenses and to identify potential high-cost patients than the models based on diagnostic data alone and a capacity almost as high as that of the combined diagnosis-pharmacy-based PM.
This package supports a flexible pipeline for reporting and analyzing outputs from NONMEM 7. It includes data input, data configuration, model diagnostics, report generation and data cleaning.
We focused our review on studies that described some form of evaluation of a multivariable prediction model, diagnostic or prognostic, and in data that were not used to develop the model.
Further, model diagnostics and missing data receive extensive treatment.
Table S4 – Diagnostic data for different models.
Partial diagnostic data are used to construct a neural network model for plasma control.
Person-based diagnostic data significantly added to the predictive power of the models.
Additionally, agreement between results of Cox models using data from simple diagnostic procedures and results from post-mortem analysis underline the potential use such diagnostic data to reduce calf mortality.
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