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How to perform multilevel moderated mediation analysis with {mediate}

I'm attempted to run a multilevel moderated mediation analysis in R using the mediate package. Some details on my sample: I have an experimentally manipulated ...
Ethan Milne's user avatar
3 votes
0 answers
417 views

How should I specify a multi-level moderated mediation in lavaan?

I have a repeated measures crossover design where two treatments were delivered to all participants, and measurements of the mediator M and outcome Y were taken following each treatment. I also have a ...
Ben Smith's user avatar
1 vote
1 answer
287 views

What is the state of the art for analyzing a mediated moderation in a multilevel logistic regression context?

I had participants in two groups respond to a series of dichotomous decisions. I investigated the interaction between group (level 2) and a level 1 predictor X on the criterion Y. I could confirm this ...
Max J.'s user avatar
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3 votes
0 answers
741 views

How to run a moderated multilevel mediation in R?

I am trying to run a moderated multilevel mediation in R. I have encountered the mlma and bmlm packages, as well as Elizabeth Page-Gould's open-source code for testing indirect effects in multi-level ...
JElder's user avatar
  • 1,252
0 votes
0 answers
241 views

What statistical analysis to use for a diary study?

I was wondering which statistical strategy/technique is best for my research, which is a diary study. I have developed a theoretical framework, a mediated moderation model see figure below. All ...
user avatar
4 votes
1 answer
2k views

Multilevel Moderation with nested data and repeated measures

I am currently trying to test a moderated mediation model with nested data and repeated measures. My independent, moderator, mediator, and dependent variables are on the individual level. I used ...
S. Sebastian's user avatar