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Mixed effects models with R 

Christoph Scherber
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A video showing basic usage of the "lme" command (nlme library) in R. In particular, I compare output from the lm() command with that from a call to lme().
Here comes the R code used in this tutorial:
library (nlme)
data(Oats)
str(Oats)
plot(Oats)
model1=lm(yield~Variety*nitro,data=Oats)
summary(model1)
model2=lme(yield~Variety*nitro,data=Oats,random=~1|Block/Variety)
summary(model2)
coef(model1)
coef(model2)
plot(ranef(model2))
plot(model2)

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15 сен 2014

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Комментарии : 117   
@steenharsted
@steenharsted 6 лет назад
Wow - This is one of the best explanations of mixed models I have seen. Good Job!
@qingliu2007
@qingliu2007 6 лет назад
I had been looking for tutorial of GLMMS for hours, and this video was the first one having data set illustration while carefully explaining the concept. Great work Mr. Scherber.
@gbaclement8942
@gbaclement8942 4 года назад
You are very good in explanation. Everything is clear. The speed is convenient and the content well-addressed. Thank you very much!
@dychui
@dychui 9 лет назад
Thank you for the great video. I enjoyed following along with you - thanks for using the available data
@halhauder79
@halhauder79 9 лет назад
Thank you. Your video are so valuable. :)
@Balandak
@Balandak 6 лет назад
This was the best video ever to explain this concept to me!! THANK YOU!!
@georgiaforsyth4734
@georgiaforsyth4734 7 лет назад
Thank you for this video, it is super useful that you are explaining it with R and using an example!
@1surfer51
@1surfer51 9 лет назад
Great tutorial! I know mixed effects models fairly well, but I did learn a few new things from this video, just like you suggested might happen. Thanks for posting this!
@julietarojas1088
@julietarojas1088 9 лет назад
Great video, thank you very much for explaining this topic in a simply way.
@victoriafigueroabustos6296
@victoriafigueroabustos6296 6 лет назад
Thanks so much for this great tutorial, I understand many things I would like to watch a video with repetitive measure data
@akacsan
@akacsan 9 лет назад
Learned a lot from this one, thank you!
@beginnerpython6183
@beginnerpython6183 5 лет назад
simple, compact and great explain about mixed random effect. thanks!
@victorfioreze4503
@victorfioreze4503 8 лет назад
Amazing video! Congratulations! Thanks!
@jdavis38100
@jdavis38100 8 лет назад
Great video - thanks for creating!
@brumar0nev
@brumar0nev 9 лет назад
Very didactic and informative, thank you !
@rahmannorthampton12
@rahmannorthampton12 9 лет назад
its a great video to learn Mixed Effect Model
@zaynabshaik5340
@zaynabshaik5340 7 лет назад
Thanks, very helpful
@keithsanders6309
@keithsanders6309 5 лет назад
This video was very helpful. Thank you so much!
@rate578
@rate578 5 лет назад
This is great!
@ahmedsami573
@ahmedsami573 7 лет назад
Thanks for your video, very useful
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