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Multilevel analysis - interpretation not significant at level 1

I'm doing a multilevel analysis for the first time for my master thesis. The goal of my study was to create behaviour change through an intervention. Participants are measured for behaviour at 3 ...
clarmar's user avatar
5 votes
1 answer
751 views

Should I remove random intercepts from my model?

I have collected some data on response times (Y) under two varying conditions (X1 and X2). The conditions are continuous variables, although I set them to fixed values of 1,2,3,4 and 5. I have 10 ...
camhsdoc's user avatar
  • 409
2 votes
1 answer
2k views

How to interpret random intercept "BLUP" from the sjPlot package?

I am using the sjPlot package to estimate my multilevel model and I am loving it. However, I am a bit confused by the output of the random intercept. Background: My dependent variable is on a scale ...
FaV1's user avatar
  • 118
0 votes
0 answers
2k views

How to Interpret the result of generalized linear mixed model?

I ran a generalized linear mixed model using lmer in R, and I'm struggling how to interpret the result. The response variable is a result of 25 consecutive binary choices. The point where I'm stuck is:...
user165723's user avatar
5 votes
0 answers
2k views

Interpreting the variance of random effects in Mixed Linear Models?

When fitting the following simple model, using the 'lme4' R package and including a fixed and random slope term, I get: ...
Anton's user avatar
  • 429
3 votes
2 answers
2k views

How do I setup a model with hierarchical structure using lmer in R?

I am trying to isolate the important predictors for my response variable "Y". I know that "TL" (which is an individual level predictor) affects "Y", and now I want to determine if adding the site ...
Laura's user avatar
  • 53