How to fit a Dynamic Penalized Generalized Nonlinear Mixed Effects Model for Unbalanced Panel Time Series Data?

Question

I would like to fit a logistic regression model with fixed and random effects modelled as splines, which I would like to be penalized (ideally by Lasso to have variable sele