I wanted to ask you if it is possible to use machine learning in data with longitudinal structure (mixed effects) when the package is in R tidymodels? Thank you.
Asked
Active
Viewed 161 times
2
-
This seems to be quite an open question: do you have a specific analysis or data set in mind? – Peter May 04 '20 at 19:41
-
Hi. Yes, in the literature I have seen that it is possible to use machine learning for mixed effects. For example http://openaccess.thecvf.com/content_CVPR_2019/papers/Xiong_Mixed_Effects_Neural_Networks_MeNets_With_Applications_to_Gaze_Estimation_CVPR_2019_paper.pdf uses neural networks with mixed effects. I would like to know if there is a package in R that allows this type of analysis to be carried out, for example the tidymodels package. The idea would be to implement these methodologies in data from bovines with longitudinal structure, which require the use of mixed models. Very thankful. – Jorge Leonardo López Martínez May 05 '20 at 00:05