design of experiment Flashcards
what does it mean when a group is confounded
a group that is not comparable from the outset
what does replication do
reduces varaince of estimators of treatment
what does randomisation do
removes bias from comparisons and gives validity to the claim that the experiment is answering the question you set out to answer
what is power
the probabilty of detecting a difference taht exists between popualtion
what does power depend on
- sample size
- parameters
what is the power most commonly used
80%
what does power increase with
- absolute value of standardised difference
what does the pace of power increase depend on
sample size
what is a type I error (alpha)
when there is dignificance but not assocaition
what is a type II error (beta)
when there is an assocation but no significance
what is statistical powrer
statistical power= 1- beta
what happens to SD with sample size increase
it becomes more accurtate
what happens to SE with a sample size increases
decreases
what would you mf-ms expect the ratio of (mf-ms)/SE with a null hypothesis to be
±2
what does power depend on
- sample size
- population SD
- the difference between population means