Open palday opened 1 year ago
Right now, we are working on GLM with QR decomposition in two steps
Hope this will solve some issues related to the PosDefException
as mentioned above.
I would like to have Multiple dependent variables
, and Quasi Likelihood
in GLM 2.0
Nice to hear you're working on QR! I think we can wait until you finish that before tagging 2.0. OTC, multiple dependent variables and quasi-likelihood do not change current behavior so they can be added later (and we have to discuss whether they should live in this package or in a separate one).
I don't think we should do anything about https://github.com/JuliaStats/GLM.jl/issues/259. Anyway https://github.com/JuliaStats/GLM.jl/pull/487 will change nobs
to return an integer, as now the presence of weights is part of the type so there's no type instability. People can use size(modelmatrix(m), 1)
to find out the number of rows in the matrix if they need that information.
I hope 2.0 fixes https://github.com/JuliaStats/GLM.jl/issues/496 and throws an error on missing values to protect users from making analytical errors by accident. lm(...; skipmissing=true)
seems fine to me.
Originally posted by @nalimilan in https://github.com/JuliaStats/GLM.jl/issues/339#issuecomment-1242947968
Here's a quick list of potentially issues that we might want to try to address as part of a push towards 2.0. Several are relatively straightforward, some could potentially be solved via more extensive documentation, and some will require Decisions to be made (e.g. all the stuff with weights).
deprecate
to catch "manual" deprecation warnings)There are several other issues I would like to see addressed sooner rather than later, but all are technically nonbreaking, at least under ColPrac guidelines (e.g., changes to the show methods, as raised in #461 and #469).