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maidens / sensitivity_specificity_confidence_intervals.py
Created May 14, 2018 18:28
Confidence intervals for sensitivity and specificity in Python
from __future__ import print_function, division
from math import sqrt
from scipy.special import ndtri
def _proportion_confidence_interval(r, n, z):
"""Compute confidence interval for a proportion.
Follows notation described on pages 46--47 of [1].