Stats Flashcards
[…] is the probability that test results will be positive in patients with disease
Sensitivity
What is the equation for sensitivity?
TP/(TP+FN)
[…] is the probability test result will be negative in patients without disease
Specificity
What is the equation for specificity?
TN/(TN+FP)
What is the equation for PPV?
TP / (TP + FP)
What is the equation for NPV?
TN / (FN + TN)
[…] is the number of newly reported cases of a disease in specific time period per unit measurement of population
incidence
Prevalence is determined by performing […] studies
cross-sectional
Relative risk is obtained from […] studies
cohort
Odds ratio is obtained from […] studies
case-control
What is the equation for number needed to treat?
number needed to treat = (1 / absolute risk reduction)
What is the equation for absolute risk reduction?
absolute risk reduction (ARR) = 1 / number needed to treat
[…] is an estimate of the probability a study will be able to detect a true effect of the intervention
Power
What is the equation for power for a study?
power = 1 - (probability of a type-II, or beta error)
[…] is the magnitude of the difference in the means of the control and experimental groups in a study with respect to the pooled standard deviation
Effect size
A type […] error is accepting a null hypothesis when it is false and should be rejected
II
A type […] error is rejecting a null hypothesis even though it is true
I
A […] is a post-hoc statistical correction made to P values when several dependent or independent statistical tests are being performed simultaneously on a single data set
Bonferroni correction
When is a Student’s t-test used?
to compare two means in parametric (normally distributed) data
When is a Mann-Whitney or Wilcoxon rank sum test used?
to compare two means in non-parametric data
When comparing portions, a […] test is used when sample sizes are small or number of occurrences in a group is low.
Fisher exact
A Prospective cohort study is an example of Level […] evidence.
II
A retrospective case control study is an example of level […] evidence.
III
The […] of a study is an estimate of the probability of finding a significant association in a research study when one truly exists.
power