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From |
jhilbe@aol.com |

To |
statalist@hsphsun2.harvard.edu |

Subject |
st: RE: synthetic ZINB |

Date |
Sun, 5 Jun 2011 19:31:50 -0400 (EDT) |

Statalisters:

Best, Joseph Hilbe ZINB_SYN.DO ================================================== * Zero inflated Negative binomial with logit as binary component * Joseph Hilbe 5Jun2011 zinb_syn.do * LOGIT: x1=-.9, x2=-.1, _c=-.2 * NB2 : x1=.75, n2=-1.25, _c=2, alpha=.5 clear set obs 50000 set seed 1000 gen x1 = invnorm(runiform()) gen x2 = invnorm(runiform()) * NEGATIVE BINOMIAL- NB2 gen xb = 2 + 0.75*x1 - 1.25*x2 gen a = .5 gen ia = 1/a gen exb = exp(xb) gen xg = rgamma(ia, a) gen xbg = exb * xg gen nby = rpoisson(xbg) * BERNOULLI gen pi =1/(1+exp(-(.9*x1 + .1*x2+.2))) gen bernoulli = runiform()>pi gen zy = bernoulli*nby rename zy y * NB2-LOGIT HURDLE zinb y x1 x2, inf(x1 x2) nolog =================================

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-------------+----------------------------------------------------------- ----- y |

-------------+----------------------------------------------------------- ----- inflate |

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**Attachment:
zinb_syn.do**

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