Important Formulas Flashcards
How to calculate percent likelihood when “either” or “or” is used?
Add the percents -> additive rule
How to calculate percent likelihood when “all” or “and” is used?
Multiply the percents -> multiplicative rule
How to calculate if tests are in normal range?
(.95) ^ # of normal tests predicated * 100
How to calculate how many standard deviations is a value from the mean?
- Find the mean
- Figure out how many standard deviations the provided numbers are
- Calculate!
How to calculate standard error of mean (SEM)?
SEM = standard deviation/ squareroot(number in sample)
What is the traditional alpha value?
.05
How to calculate standard deviation?
Square root of variance
How to calculate sensitivity?
TP/TP + FN
How to calculate specificity?
TN/TN + FP
How to calculate PPV (positive predictive value)?
TP/ FP+TP
How to calculate NPV (negative predictive value)?
TN/ FN+TN
Increasing raise cutoff will cause…
Sensitivity and NPV to decrease
Specificity and PPV to increase
Decreasing raise cutoff will cause…
Specificity and PPV to decrease
Sensitivity and NPV to increase
If we increase incidence + prevalence…
PPV will increase, NPV will decrease
Sensitivity + specificity do not change
If we decrease incidence + prevalence…
PPV will decrease, NPV will increase