Setting up
To practice with ANOVA, we will use a selection of my data on word recognition. Let’s open it first. In this dataset, each participant saw a number of words from one frequency range only. Participants were asked to press a response button when they saw a word they recognize.
library(tidyverse) # what would we do without it?
_________ <- ______________ # we are not expert of read_csv() aren't we?
Let’s have a look. What’s the format? It is okay to run an ANOVA?
One-way ANOVA
Let’s build an ANOVA model to see if response time (RT
) is predicted by frequency
:
model <- ___(__ ~ _______, data=_______) # we should name it so to call it
model # like this
______(model) # let's see what the model says and let's interpret the ANOVA table together.
What does the model tell us? What’s the the interpretation of the results?