statistics Flashcards
what is the mean
the average
what is the mode
the most popular number
what is the median
the middle number in a data set arranged from highest to lowest
sensitivity - probability a test detects the disease if the disease is present
TP/TP+FN
Sensitivity in terms of FN rate
1-FN rate
Specificity probability that a test indicates non-disease when disease is absent
TN/TN + FP
PPV
TP/TP + FP
how does PPV vary with prevalence?
directly proportional
How does NPV vary with prevalence
it is inversely proportional (lower the prevalence, higher the NPV or higher the prevelance of the disease, lower the NPV)
PNV
TN/TN+FN
Confounding
stratify there will be no significant difference in risk
effect modification
stratify there will be a significant difference
Examples of effect modication
- family hx and with OCP – risk of BC
- smoking and estrogen use – risk of VT
- smoking and asbestos – risk of lung cancer
does disease prevalence effect sensitivity or specificity?
no
OR
a/c /b/d or AD/BC