Zero inflated NB

Visiting — Wed, 27 Apr 2022 12:25:54 GMT

Is there a sample code available to run random effect zero inflated negative binomial model for count data?

I found a program for random effect zero inflated poison from here: https://stats.oarc.ucla.edu/sas/faq/how-do-i-run-a-random-effect-zero-inflated-poisson-model-using-nlmixed/

How to modify it to run negative binomial zero inflated data? code was pasted below. Thank you!

proc nlmixed data = hdp method=gauss qpoints=25;
  parms b0=1.0569 b1=-0.0020 b2=0.0094 b3=0.0122 b4=0.0239 b5=0.0530 b6=0.1322
        a0=-1.6766 a1=-0.0116 a2=0.7479 a3=1.2588 a4=-0.8077 a5=-2.1410 a6=-2.7530 	
        sigma2=0.2414;
  logit0 = a0 + a1*Age + a2*SmokingHx2 + a3*SmokingHx3 +
    a4*CancerStage2 + a5*CancerStage3 + a6*CancerStage4;
  prob0 = 1 / (1 + exp(-logit0));
  mu = exp(b0 + u + b1*Age + b2*LengthofStay + b3*BMI + 
    b4*CancerStage2 + b5*CancerStage3 + b6*CancerStage4);
  if nmorphine = 0 then
    ll = log(prob0 + (1 - prob0)*exp(-mu));
  else
	ll = nmorphine*log(mu) + log(1 - prob0) - mu - lgamma(nmorphine + 1);
  model nmorphine ~ general(ll);
  random u ~ normal(0, sigma2) subject=DID;
run;

Re: Zero inflated NB

ChrisNZ — Thu, 28 Apr 2022 10:55:31 GMT

Advice: Using tabs leads to the misaligned code you provided. Use spaces to keep formatting consistent.

Sorry, I cannot answer the question itself.

topic Re: Zero inflated NB in SAS Programming

Zero inflated NB

Re: Zero inflated NB