Construct RSM NH model for FROC sample size estimation

Construct RSM NH model for FROC sample size estimation

SsFrocNhRsmModel(dataset, lesDistr)

Arguments

dataset

The pilot dataset.

lesDistr

A 1D array containing the probability mass function of number of lesions per diseased case in the pivotal FROC study.

Value

A list containing:

  • mu The RSM mu parameter of the NH model.

  • lambda The RSM lambda parameter of the NH model.

  • nu The RSM nu parameter of the NH model.

  • scaleFactor, the factor by which the ROC effect size must by multiplied to get the wAFROC effect size.

  • R2 The squared correlation of the wAFROC-AUC to ROC-AUC fit.