1.4 Designed Experiments Flashcards
observational study
subjects placed into different groups by choice or someone else, no control over environment, can show associations, but results effected by confounding variables
Controlled Experiment
Research use randomization to control confounding factors and assign subjects to a treatment group or a control group, can show causality if done correctly
Goals of experimental Design
Randomization, Replication, Control of Error
Factors
treatment that we may be interested in
levels
specific values of factors
treatment combination (interactions)
with multiple factors, a specific combination of levels
blinding
independent party assigns subjects to treatment group
double-blinding
research do not know who is in the treatment group
placebo
a method of blinding
placebo effect
reacting to a treatment after simply from being told you are receiving the treatment
repeated measures
having individuals go through a single treatment more than once
block design
groups are defined by predetermined factors who are then randomized to treatments
matched pairs
finding a similar individual or unit to compare outcomes, twin studies, before-after, pre-post, crossover design