ANOVA TEST Flashcards
Kva står ANOVA for?
Analysis Of Variance
What variables does ANOVA involves?
One-way ANOVA involves:
One independent variable (referred to as a factor) which has a number of different levels
These levels correspond to the different groups or conditions
One continious dependent variable
What can be an example of independent and dependent variables in the one-way ANOVA-test?
Comparing the effectiveness of three different teaching styles on student math scores. Than you will have one factor (independent variable) - teaching style, with three different levels (e.g. whole class, small group activities, self-paced computer activities)
The dependent variable is a continious variable (in this case, scores on a math test)
Why is it called ANOVA?
Because it compares the variance (variability in scores) between different groups with the variability within each groups
What is F Ratio?
Represents the variance between the group divided by the variance within the groups
What does a large F Ratio indicate?
A large F Ratio indicates that there is more variability between the groups than there is within each group
What two different ONE-WAY ANOVA do we have?
Between groups ANOVA
Repeated measures ANOVA
What does a significant F test indicate?
Indicates that we can reject the nullhypothesis, which states that the population mean are equal
When should we use “One-way ANOVA between groups”?
Used when you have one dependent variable (grouping) with three or more levels (groups) and one continous variable
What do we need when using one-way between groups ANOVA?
- One categorical independent variable with three or more distinct categories. This can also be a continous variable that has been recoded to give three equal groups (e.g. age groups: participant divided into three age categories, 29 and younger, between 30 and 44, 45 or above)
- One continous dependent variable
(e. g. optimism scores)
What does the One-way ANOVA.-between-groups test?
Tell you whether there are sigificant differences in the meanscores on the dependent variable across the three groups.
Post-hoc-test can than be used to fin out where these differences lie
Do you have a non-parametric alternative?
Kruskal-Wallis Test
Kva meiner ein med ein Kontinuerlig variabel?
Dataene skal føreligge som interval eller forholdstal
What is an example of a research question for one-way between groups ANOVA?
Is there a difference in optimism scores for young, middle-aged and old participants?
What is an example of a research question for one-way repeated measures ANOVA?
Is there a change in confidence scores over the three time periodes?