API
Types defined in the package
Missing docstring for LinearModel. Check Documenter's build log for details.
Missing docstring for GLM.DensePredChol. Check Documenter's build log for details.
Missing docstring for GLM.DensePredQR. Check Documenter's build log for details.
Missing docstring for GLM.LmResp. Check Documenter's build log for details.
Missing docstring for GLM.GlmResp. Check Documenter's build log for details.
Missing docstring for GLM.LinPred. Check Documenter's build log for details.
Missing docstring for GLM.ModResp. Check Documenter's build log for details.
Constructors for models
The most general approach to fitting a model is with the fit function, as in
julia> using Random
julia> fit(LinearModel, hcat(ones(10), 1:10), randn(MersenneTwister(12321), 10))
LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, LinearAlgebra.CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}:
Coefficients:
────────────────────────────────────────────────────────────────
Coef. Std. Error t Pr(>|t|) Lower 95% Upper 95%
────────────────────────────────────────────────────────────────
x1 0.717436 0.775175 0.93 0.3818 -1.07012 2.50499
x2 -0.152062 0.124931 -1.22 0.2582 -0.440153 0.136029
────────────────────────────────────────────────────────────────This model can also be fit as
julia> using Random
julia> lm(hcat(ones(10), 1:10), randn(MersenneTwister(12321), 10))
LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, LinearAlgebra.CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}:
Coefficients:
────────────────────────────────────────────────────────────────
Coef. Std. Error t Pr(>|t|) Lower 95% Upper 95%
────────────────────────────────────────────────────────────────
x1 0.717436 0.775175 0.93 0.3818 -1.07012 2.50499
x2 -0.152062 0.124931 -1.22 0.2582 -0.440153 0.136029
────────────────────────────────────────────────────────────────Missing docstring for lm. Check Documenter's build log for details.
Missing docstring for glm. Check Documenter's build log for details.
Missing docstring for negbin. Check Documenter's build log for details.
Missing docstring for fit. Check Documenter's build log for details.
Model methods
Missing docstring for StatsBase.deviance. Check Documenter's build log for details.
Missing docstring for GLM.dispersion. Check Documenter's build log for details.
Missing docstring for GLM.ftest. Check Documenter's build log for details.
Missing docstring for GLM.installbeta!. Check Documenter's build log for details.
Missing docstring for StatsBase.nobs. Check Documenter's build log for details.
Missing docstring for StatsBase.nulldeviance. Check Documenter's build log for details.
Missing docstring for StatsBase.predict. Check Documenter's build log for details.
Missing docstring for StatsModels.isnested. Check Documenter's build log for details.
Links and methods applied to them
Missing docstring for Link. Check Documenter's build log for details.
Missing docstring for GLM.Link01. Check Documenter's build log for details.
Missing docstring for CauchitLink. Check Documenter's build log for details.
Missing docstring for CloglogLink. Check Documenter's build log for details.
Missing docstring for IdentityLink. Check Documenter's build log for details.
Missing docstring for InverseLink. Check Documenter's build log for details.
Missing docstring for InverseSquareLink. Check Documenter's build log for details.
Missing docstring for LogitLink. Check Documenter's build log for details.
Missing docstring for LogLink. Check Documenter's build log for details.
Missing docstring for NegativeBinomialLink. Check Documenter's build log for details.
Missing docstring for PowerLink. Check Documenter's build log for details.
Missing docstring for ProbitLink. Check Documenter's build log for details.
Missing docstring for SqrtLink. Check Documenter's build log for details.
Missing docstring for GLM.linkfun. Check Documenter's build log for details.
Missing docstring for GLM.linkinv. Check Documenter's build log for details.
Missing docstring for GLM.mueta. Check Documenter's build log for details.
Missing docstring for GLM.inverselink. Check Documenter's build log for details.
Missing docstring for canonicallink. Check Documenter's build log for details.
Missing docstring for GLM.glmvar. Check Documenter's build log for details.
Missing docstring for GLM.mustart. Check Documenter's build log for details.
Missing docstring for devresid. Check Documenter's build log for details.
Missing docstring for GLM.dispersion_parameter. Check Documenter's build log for details.
Missing docstring for GLM.loglik_obs. Check Documenter's build log for details.
Missing docstring for GLM.cancancel. Check Documenter's build log for details.