Common Statistical Tests Flashcards
statistics that summarizes characteristics of a dataset
descriptive statistics
statistics that allows you to test a hypothesis
inferential statistics
study that provides details about who, when, where in relation to what (outcome)
descriptive studies
study that answers why or how; test the hypothesis
analytic study
detailed report of individual patient; typically a novel or unusual case ex. Phineas Gage
case report
detailed report on several individual patients; no comparison group; retro or prospective
case series
study that looks at data at a single point in time
cross-sectional study
study that has unit of measure being a group, not separate individuals; used to understand relationships b/t outcome and exposures at population level
ecological studies
assuming what is true of a population is true for the individual members of that population
ecological fallacy
researcher observes effect of a specific variable
observational study
researcher manipulates conditions and observes effects in controlled setting
experimental study
compare group w/ defined exposure/risk factor to group without exposure; risk factor must be present before disease development
cohort study
ex. individuals who use tanning beds have higher risk of developing skin cancer than those who do not
cohort study
compares group of people w/ disease to group without that disease; retrospective
case-control study
ex. individuals w/ skin cancer had higher odds of indoor tanning in the past than those without skin cancer
case-control study
statistical analysis that combines results of multiple scientific studies
meta-analysis study
this specific trial is prospective and measures effectiveness of a new intervention or treatment
randomized controlled trials (RCTs)
trial that compares effect of a series of greater or equal to 2 treatments on a subject; subject serves as their own control
crossover clinical trials
selecting group from whom you will actually collect data in your research
sampling
type of sampling that is randomization of a simple frame using random number generation
simple
type of sampling that divides a population into groups w/ similar characteristics; then takes random samples from each group
stratified
similar to stratified, except groups are representative of population; not always accurate
cluster
sample every nth person or group
systematic
participants in the control and experimental groups are paired up
matched sampling