Why is RStudio taking too long to finish for glmer?

[teketo]

Hi,

I am doing a multilevel modeling using glmer; however, it is taking too long to finish.

I used the following code:

model4 <- glmer(V313M ~ 1 + as.factor(V013) + as.factor(V701) + as.factor(V190) + as.factor(V218C) + as.factor(V384) +
(1 + as.factor(V013) + as.factor(V701) + as.factor(V190) + as.factor(V218C) + as.factor(V384) | Region) +
GR1 + GR2 + FA1 + FA2 + FR1 + FR2 + Distance,
data = df, family = binomial(link = 'logit'))

summary(model4)

I used different options to report confidence intervals and OR. It takes hours to finish.

exp(cbind(OR = fixef(model4), confint(model4, parm = 'beta_')))

tidy(model4,conf.int=TRUE,exponentiate=TRUE,effects="fixed")

Could there be any better option to get report quicker?

Thanks