Stats M. 5 Flashcards
Census
obtain information from the entire population of interest
sampling
obtain information from a subset of the population of interest
designed experiment
researchers assign subjects to a certain group, intentionally change the conditions of each group, and record the value of the response variable for each group
-establishes causation
observational study
researchers observe characteristics and take measurements
-recorded in natural settings
-only reveal association or correlation (NOT causation)
sampling frame
list of all of the members of a population that can be sampled
sampling method
the process used to obtain a sample
random sampling
employs a random device to select the sample
Simple random sampling
each possible sample of a given size has the same chance of being selected
-with or without replacement
-randomly select 10 employees from a company of 250 employees
Stratified random sampling
split the population into subgroups that share a similar characteristic and take a sample from each subgroup
-splitting band up into woodwinds, brass, percussion, and string sand taking a random sample from each subgroup
systematic random sampling
use a pattern to determine which members of the population are included within the sample
-to check the accuracy of an ice cream machine, every 500th. container is selected a weighed
cluster random sampling
we split the population into diverse sections and take a census from randomly selected sections and nothing from others
-in a medical research study, a researcher randomly selects hospitals and then interviews all the patients at the selected hospitals from that day
treatment
experimental condition (manipulated by the researcher)
experimental unit
subjects within the experiment that receive treatment (including no treatment from the control group)
treatment group
groups that receive the treatment (experimental condition)
control group
group that participates in the experiment and whose treatment is “nothing”