Statistical test and power

#1
Thank you for your help! I am having trouble understanding what statistical test I can use, in order to figure out a power analysis.

I want to prove that an animal is capable of vocally matching a stimulus. So I have a pre-recording of the animals call, a artifical call played to the animal, and then the animal's responses.

There are several ways calls can vary, and there a 7 variables I will be changing (but only one at a time). When varying each of these 7 variables they are varied on a continious scale (any numerical interval for example between 150 to 1,500).

So I want to show that the call that is played to the animal, the animal matches its response. It seemed like a t-test would be appropriate? The hypothesis would then be that the played sound and animals response the same?
 

terzi

TS Contributor
#2
Hi mandalions9,

To me, this sounds more like an experimental design with seven treatments/factors and one continuous response. Unless a colleague sees something I'm missing, I think you should analyze this experiment with an ANOVA. Try also looking for General Linear Models, those are closely related. Good luck