[R] Please help a struggling student with data set-up for lmer crossed random effects
Ralitt
Ralitt at gmail.com
Wed Oct 17 21:25:39 CEST 2012
Hi all,
I am just starting my first models in R and am having trouble with some of
the basics.
The main things at the moment are about setting up my data correctly. I
have a repeated measures design-all participants complete 4 experimental
conditions. I want to fit a linear mixed effects model with crossed random
effects for subject and item. I have 4 conditions, 6 items per condition.
Because each condition uses different items, there are 24 total items. Each
group of 6 items only occurs in 1 condition, and it occurs in the same
condition for all participants. I am interested in including item as a
random effect in my model. My question is about labelling the items
correctly-should I label them 1-24, or 1-6 for each condition? I'm afraid if
I label 1-6 for each condition it will think item 1 was the same item and
was repeated in each of the four conditions. But if I label it 1-24 it will
look as though 18 of the items are missing in each condition as 6 can only
occur in any one condition. So, should I have my data like this:
subject item condition
1 1 1
1 2 1
1 3 1
1 4 1
1 5 1
1 6 1
1 1 2
1 2 2
1 3 2
1 4 2
1 5 2
1 6 2
1 1 3
1 2 3
1 3 3
1 4 3
1 5 3
1 6 3
1 1 4
1 2 4
1 3 4
1 4 4
1 5 4
1 6 4
or like this:
subject item condition
1 1 1
1 2 1
1 3 1
1 4 1
1 5 1
1 6 1
1 7 2
1 8 2
1 9 2
1 10 2
1 11 2
1 12 2
1 13 3
1 14 3
1 15 3
1 16 3
1 17 3
1 18 3
1 19 4
1 20 4
1 21 4
1 22 4
1 23 4
1 24 4
Sorry for the basic question, but I can't seem to figure this out!
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