[R-sig-ME] R^2 for linear mixed effects models with glmer()
ASANTOS
alexandresantosbr at yahoo.com.br
Mon Feb 5 20:15:20 CET 2018
Dear Mix Models Members,
I try to extract R^2 for linear mixed effects models with
glmer() function with poisson distribution using r.squaredGLMM() in
MuMIn package, but doesn't work. My output always show:
#Model ajusted > mT <-glmer(riqueza ~tipo_trat+(1|Ponto),data=d1, +
family=poisson, control = glmerControl(check.conv.singular =
"warning",optCtrl = list(maxfun=100000))) Warning messages: 1: In
checkConv(attr(opt, "derivs"), opt$par, ctrl = control$checkConv, :Model
failed to converge with max|grad| = 0.00894145 (tol = 0.001, component
1) 2: In checkConv(attr(opt, "derivs"), opt$par, ctrl =
control$checkConv, :singular fit 3: In checkConv(attr(opt, "derivs"),
opt$par, ctrl = control$checkConv, :Model is nearly unidentifiable: very
large eigenvalue - Rescale variables?;Model is nearly unidentifiable:
large eigenvalue ratio - Rescale variables? #R^2 conditional and
marginal > r.squaredGLMM(mT) Error in glmer(formula = riqueza ~
tipo_trat + temp_final + temp_inici + : fitting model with the
observation-level random effect term failed. Add the term manually In
addition: Warning message: In value[[3L]](cond) :(p <- ncol(X)) ==
ncol(Y) is not TRUE
I change almost all parameters indicating by web posts like
glmerControl, maxfun, etc. There are other approaches to calculate the
conditional and marginal R^2 for my model with lme4 package?
Thanks in advance,
Alexandre
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Alexandre dos Santos
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IFMT - Instituto Federal de Educação, Ciência e Tecnologia de Mato Grosso
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