[R-sig-ME] Need help on convergence issue when fitting zero-inflated Poisson with random coefficients using gamlss
Xia Li
odd|ty|ee @end|ng |rom gm@||@com
Wed Jan 22 20:01:26 CET 2020
Hello,
I have trouble getting convergence when fitting ZIP with (individual level)
random coefficients, the function that I used:
m1 <- gamlss(y ~ re(fixed = ~ treatment, random = ~ treatment|unit_id),
family = ZIP, data = dat)
Specifically I wanted to include global or population level treatment
effect, and individual random effect nested under treatment.
I always got the following error messages:
Error in lme.formula(fixed = fix.formula, data = Data, random = random, :
nlminb problem, convergence error code = 1
message = iteration limit reached without convergence (10)
Is there anything that I can debug from? Changing the control parameters? I
tried different algorithms like method = CG() but seems it did not help
much.
Looking for help. Thanks!
--
Best,
Xia
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