JuliaStats/MixedModels.jl: v2.3.0

Diff since v2.2.0

Closed issues:

• Variance and or correlation structures (#51)
• Watch for boundary cases from fast=true in glmm fits (#95)
• Comparing models (Equivalent to anova in R) (#182)
• Set intercept to zero (#214)
• Is it possible to put weights on clusters? (#221)
• Nested model MethodError, Array{Float62, 2} vs SparseMatrixCSC{Float64,Int32}? (#232)
• Constrain fixed effects and conditional modes of random effects (#235)
• Variable ordering is wrong (#242)
• Switch from Printf to Base.Ryu with 1.4.0 (#246)
• Saving space in parametricbootstrap (#247)
• Gaussian GLMMs with non identity link (#248)
• OutOfMemory Error / Julia Crash for "simple" example (#252)
• correlation of fixed-effects (#271)
• MixedModels.likelihoodratiotest for glmer models (#278)
• Cache dataset() result (#280)
• Two Interactions Causing Error (#284)
• Bug: Mixed Model crashes if dependent variable is constant (#292)

Merged pull requests:

• Use 5-argument mul! instead of mulαβ! (#231) (@dmbates)
• CompatHelper: bump compat for "Distributions" to "0.22" (#236) (@github-actions[bot])
• Replace multiplications, etc. with small matrices by explicit loops (#237) (@dmbates)
• Switch to Feather/Artifacts for test data (#238) (@dmbates)
• Increase test coverage (#239) (@dmbates)
• Switch bootstrap to return static vectors and a model copy (#240) (@dmbates)
• Allow BlockArrays 0.11 by not calling nblocks (#241) (@dmbates)
• threaded parametric bootstrap (#244) (@palday)
• make zerocorr!(mod) mark the model as unfitted (#251) (@palday)
• Improved handling of empty and rank-deficient fixed effects (#253) (@palday)
• Add functions testdata and testdatasets (#254) (@dmbates)
• fix up nesting (slash) syntax and add tests for fixefs too (#257) (@kleinschmidt)
• Draft of using GH Actions (#258) (@Nosferican)
• convert incoming parameters in simulate! and parametric bootstrap (#259) (@palday)
• construct coeftable with hints for p-val and test-statistic cols (#260) (@palday)
• update docs, fix copy-paste error for parametricbootstrap methods (#261) (@palday)
• use a named tuple with coefnames for β in simulate (#262) (@kleinschmidt)
• generic rankUpdate! method (#263) (@palday)
• new rePCA: now on correlations and with optional extra info (#264) (@palday)
• LikelihoodRatioTest struct and pretty-printing via coeftable (#265) (@palday)
• update docs, fix copy-paste error for parametricbootstrap methods (#267) (@palday)
• GLMM dispersion and dof_residual (#270) (@palday)
• add docstring for MixedModel supertype that points to concrete terms (#272) (@kleinschmidt)
• correlation of fixed effects (#274) (@palday)
• fix value-preserving zerocorr! (#275) (@palday)
• don't show unfitted GLMMs (#276) (@palday)
• add corrmat function that generates full correlation matrix of ReMat (#277) (@kleinschmidt)
• LRT for GLMMs (#279) (@palday)
• Upgrade to version 1.0 of Tables (#281) (@dmbates)
• Cache datasets (#282) (@dmbates)
• Up Docs (#283) (@Nosferican)
• Add stderror! method, distinguish coef and fixef (#287) (@dmbates)
• Leanbootstrap (#288) (@dmbates)
• CompatHelper: bump compat for "Distributions" to "0.23" (#295) (@github-actions[bot])
• Leverage (#296) (@dmbates)
• Replace Printf by Base.Ryu for Julia-1.4 (#298) (@dmbates)