Hello, suppose i have example of buyer's age from 3 product


I want to make a hypothesis like this:
"Is buyer's age will significanly affect product choices?"

So the questions:
1. I confuse how to choose independent variable. Is Product choices will be dependent variable?
Can ANOVA calculate where dependent variable is categorical?

2. Is the hypothesis will be Same with:
"From 3 product choices, are there significanly buyer's age?"

Thank you for your attention. Sorry for my english


Active Member
hI Ichsan,

You may compare the average age per product to see if the difference in average age is significant.
In this case, you will use the one way ANOVA:

H0: μ_Note = μ_Smart =μ_Watch
H1: otherwise

In this case, the product is the IV while the age is the DV

Another option is to estimate the probability to buy a product based on age.
In this case, you will use the multinomial logistic regression

example of the result: on age 22: 0.31 Notebook, 0.2 Smartphone, 0.49 Watch

In this case, the age is the IV is the product while the product is the DV
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