Multiple linear regression
A particular benefit to A/B design is the grouping variable, allowing it to further assess resulting data.
A company is interested in whether the group of ad design, Old or New, in addition to the amount of time spent searching for items on their website, TimeSearching, impacts the amount of money spent, AmountSpent. Create a linear regression model to assess these variables on the amount of money spent on the website.
The SiteSales dataset has been loaded for you.
Deze oefening maakt deel uit van de cursus
A/B Testing in R
Oefeninstructies
- Create a linear model called
grpmodelincluding the grouping variableAdwithTimeSearchingimpactingAmountSpent.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Create a linear model including group
grpmodel <- lm(___ ~ ___ + ___, data = SiteSales)
summary(___)