- Healthcare Analytics Made Simple
- Vikas (Vik) Kumar
- 134字
- 2021-07-23 17:18:38
Calculating likelihood ratios for chest pain (+ and -)
The likelihood ratio is a measure of how much a test changes the likelihood of having a condition. It is often split into two quantities: the likelihood ratio of a positive test (LR+), and the likelihood ratio of a negative test (LR-).
The likelihood ratio for MI given a positive chest pain result is given by the following formulas:



The likelihood ratio for MI given a negative chest pain result would be given by the following formulas:



Since the patient is positive for the presence of chest pain, only LR+ applies in this case. To get LR+, we use the appropriate numbers:
LR+ = (TP/(TP + FN)) / (FP/(FP + TN))
= (15/(15 + 5)) / (100/(100 + 280))
= 0.750 / 0.263
= 2.85
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