Lecture 8 9/4/24 Flashcards
What is positive predictive value?
post-test probability of having a disease after a positive test result
What is negative predictive value?
post-test probability of not having a disease after a negative test result
What is inverse negative predictive value (1-NPV)?
post-test probability of having a disease after a negative test result
How is positive predictive value calculated?
true positives that test positive/total test positives
How is negative predictive value calculated?
true negatives that test negative/total test negatives
How is inverse negative predictive value (1-NPV) calculated?
false negatives/total test negatives
What is a likelihood ratio?
ratio of the probability of a test result among diseased individuals to probability of that test result among non-diseased individuals
How is a positive likelihood ratio interpreted?
a positive test result is xx times as likely in a disease positive animal than a disease negative animal (xx typically a large number)
How is a negative likelihood ratio interpreted?
a negative test result is xx times as likely in a disease positive cat than a disease negative animal (xx typically a small number)
What is a type I/alpha error?
false positive error, in which disease is concluded to be present when it is not
What is a type II/beta error?
false negative error, in which disease is concluded not to be present when it is
How is type I/alpha error calculated?
false positive tests/total true negative cases, or 1 - specificity
How is type 2/beta error calculated?
false negative tests/total true positive cases, or 1 - sensitivity