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Mixed model development for repeated measures over 3 years

I have longitudinal data for multiple plant varieties, where plants were measured for their Performance at 10 time points (time) each year for 3 years. Each variety (genotype) serves as a distinct ...
ChrisB's user avatar
  • 11
2 votes
1 answer
74 views

Repeated within family measurements in an lmer

I'm trying to model in R, how lizard head size (Continuous) can be predicted by mass (Continuous), hatch time (Factor: Early vs Late), and Clutch mass (Continuous), with Family as a random factor. An ...
Jack's user avatar
  • 21
0 votes
0 answers
34 views

Correct model formula to account for crossed and nested simultaneously?

I set some models to test some specific contrasts. But I'm not sure which will correctly address the repeated measurements over my individuals. The dataset has: id = subject id, factor with 83 levels ...
BioLeal's user avatar
  • 175
6 votes
1 answer
2k views

How to properly perform "change from baseline" (pre-post) analysis adjusting for pre using lme4 in R?

Let's assume I have the following data set, consisting of pre (t1) and post (t2) measurements. I want to check, if there is a significant effect over time (t1, t2). ...
humbleasker's user avatar