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33 changes: 33 additions & 0 deletions src/statsmodel.jl
Original file line number Diff line number Diff line change
Expand Up @@ -196,3 +196,36 @@ function Base.show(io::IO, model::TableModels)
end
end
end

"""
getparams(model::TableModels, t::AbstractTerm)

Returns a named tuple of parameters corresponding to `t`.

Examples:

julia> t = (y = rand(100), x = rand(100), b = rand(Bool, 100));
julia> m = lm(@formula(y ~ x + x & b), t);
julia> getparams(m, Term(:x))

"""
function getparams(model::TableModels, t::AbstractTerm)
m = model.mf.f.rhs.terms
i = 1
for x in m
@show typeof(x)
if t isa InteractionTerm && x isa InteractionTerm
xterms = map(s -> s.sym, x.terms)
tterms = map(s -> s.sym, t.terms)
xterms == tterms && break
elseif t isa InterceptTerm{true} && x isa InterceptTerm{true}
break
elseif x isa CategoricalTerm || x isa ContinuousTerm
x.sym == t.sym && break
else
nothing
end
i += 1
end
return (coefname = coefnames(model)[i], coef = coef(model)[i], stderror = stderror(model)[i])
end