Created
May 9, 2014 15:19
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A macro that turns a linear model (LmMod, produced by lm() in GLM.jl) into a function which takes a separate argument for each variable in the model.
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macro predfunc(name, model) | |
emod = eval(model) | |
typeof(emod) == LmMod || error("Error: Wrong model type.") | |
coefs = coef(emod) | |
if typeof(emod.ff.rhs) == Symbol | |
xes = [:intercept, emod.ff.rhs] | |
elseif typeof(emod.ff.rhs) == Expr | |
xes = emod.ff.rhs.args | |
xes[1] = :intercept | |
else | |
error("Error: Can't make sense of formula $(emod.ff)") | |
end | |
length(coefs) == length(xes) || error("Error: Wrong number of variables in forumal $(emod.ff)") | |
sums = Any[:($(coefs[i]) * $(xes[i])) for i in 1:length(xes)] | |
sums[1].args[3] = 1.0 | |
lhs = Expr(:call) | |
lhs.args = prepend!(sums, Any[:+]) | |
rhs = Expr(:call) | |
push!(rhs.args, name) | |
for i in 2:length(xes) | |
push!(rhs.args, :($(xes[i])::Number)) | |
end | |
ex = Expr(:(=)) | |
ex.args = Any[rhs, lhs] | |
eval(ex) | |
end |
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