Statistics Flashcards
Definition of validity?
Degree to which data measure what they were intended to measure
Equation for sensitivity?
Sen = TP / (TP+FN)
Equation for specificity?
Spec = TN / (TN+FP)
Definition of sensitivity?
What percentage of people with disease have a positive test?
Definition of specificity?
What percentage of people without disease have a negative test?
Definition of positive predictive value?
what percentage of people with a positive test actually have the disease?
Equation for positive predictive value?
PPV = TP / (TP+FP)
Definition of negative predictive value?
what percentage of people with a negative test are actually free of disease?
Equation for negative predictive value?
TN / (TN+FN)
Equation for RR (Risk Ratio / Relative Risk)?
Risk in treatment group / risk in placebo group
Equation for relative risk reduction?
1 - relative risk βorβ 1 - risk ratio
Relation between odds ratio & relative risk?
If frequency is low, they are similar. If frequency is high, then OR is inflated compared to RR
Equation for odds ratio?
OR = (A/B)/(C/D)
Definition of odds ratio
the odds of a disease occuring in the presence of a treatment versus the odds of it occuring in the absence thereof
Equation for absolute risk reduction?
Risk in intervention MINUS risk in control arm
Equation for number needed to treat?
NNT = 1 - ARR