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Use this tag for any *on-topic* question that (a) involves `R` either as a critical part of the question or expected answer, & (b) is not *just* about how to use `R`.

2 votes
0 answers
1k views

How to check and correct heteroskedasticity in a multilevel model?

To analyze the data, I'have fitted a multilevel model in R, using the nlme package. I've considered the condition as fixed factor, while time is a random factor (nested in subjects). …
Mike_999's user avatar
  • 133
5 votes
2 answers
4k views

Multilevel covariance structure and more

I have some doubts about the covariance structure in a multilevel model fitted in R (using the nlme package). … The R command I'm using is: lme(fixed= FR ~ CONDITION, data=mydata, random= ~ TIME | SUBJECT) My (many) questions are both theoretical and practical: Which covariance structure lme does use by default …
Mike_999's user avatar
  • 133
1 vote
1 answer
5k views

What is the difference between corAR1 and corCAR1 correlation structures?

I'm fitting a mixed multilevel model in R using the nlme package, and I don't understand what is the difference between the covariance structures corAR1 and corCAR1. Can someone help me? …
Mike_999's user avatar
  • 133