data that were produced in the past for some other purpose but that may help answer a present question
Available data
observe individuals and measure variables of interest but do not attempt to influence the responses
observational study
deliberately impose some treatment on individuals and observe their responses
experiment
individuals on which the experiment is done
experimental units
when the experimental units are human beings
subjects
a specific experimental condition applied to the units is called:
treatment
When the design of a study systematically favors certain outcomes
biased
The group of patients who received a sham treatment
control group
An observed effect so large that it would rarely occur by chance is called:
statistically significant
neither subjects themselves nor the medical personnel who worked with them knew which treament any subject had received
double-blind
a group of experimental units or subjects that are known before the experiment to be similar in some way that is expected to affect the response to the treatments
block
the random assignment of units to treatments is carried out separately within each block
block design
the basic principles of statistical design of experiments:
control
randomization
repetition
entire group of individuals that we want information about is called:
population
part of the population that we actually examine in order to gather information
sample
consists of people who choose themselves by responding to a general appeal
voluntary response sample
size of n consists of n individuals from the population chosen in such a way that every set of n individuals has an equal chance to e the sample actually selected
Simple random sample
a sample chosen by chance
probability sample
divide the population into groups of similar individuals, then choose a seperate SRS in each stratum and combine these STSs to form the full sample
stratified random sample
occurs when some groups in the population are left out of the process of choosing the sample
undercoverage
occurs when an individual chosen for the sample can't be contacted or does not cooperate
nonresponse
When their effects on a response variable connot be distinguished from each other
confounded
the observed associations between two variables are due to:
cause and effect relationship btwn thses variables