Asaf Manela

`predict` for `LinearModel` does not support an `offset` argument https://github.com/JuliaStats/GLM.jl/blob/e8358132168373ccee4c2adfc8974d238876e9f5/src/lm.jl#L202-L203 while that of `GeneralizedLinearModel` does allow (and in fact requires it when the model was fitted with an offset): https://github.com/JuliaStats/GLM.jl/blob/e8358132168373ccee4c2adfc8974d238876e9f5/src/glmfit.jl#L422-L423...

Multithreading

1

Currently parallelization on a local cluster uses SharedArrays to share memory between [distributed cores](https://docs.julialang.org/en/latest/manual/parallel-computing/#Multi-Core-or-Distributed-Processing-1). This is not super efficient and also sometimes fails on windows. It would be better to...

Fitting a DMR or HDMR on windows sometimes fails when trying to map memory (`mmap`), with `parallel=true` and `local_cluster=true` specified (the default). A workaround is to specify `local_cluster=false` or to...

Need to check performance