I am trying to fit a count data set to zero-inflated Negative Binomial
model using Proc NLMIXED in SAS 9.2.
My program works well with all datasets except the particular data set
below, from there I got an error message of
=93 ERROR: Termination due to Floating Point Exception=94
My research tells me that this problem is fixed in SAS 9.2.
I am really puzzled now. Your advice is greatly appreciated.
Sincerely, Maryann
data AUTOCNTYIP;
input x Freq;
datalines;
0 1706
1 351
2 408
3 268
4 74
5 5
;;
run;
%Let Var=3DX;
%let Infile=3DAUTOCNTYIP;
PROC SQL; SELECT MAX(&VAR) INTO :MAX FROM &iNFILE;
PROC SQL;SELECT SUM(ADJEXP) INTO :NUMRECORD FROM &INFILE;QUIT;
%PUT NUMRECORD: &NUMRECORD;
%let Xbar=3D0.8150782361; *mean of Variable X;
%let SS=3D1.3645822422; *Variance of Variable X;
/* Setting Initial Values for parameters*/
DATA P_HAT ;
W=3D0; * When w=3D0, zero-inflated Negative binomial reduces to negative
binomial. This leads to the following 2 moment estimates;
BHAT=3D&XBAR/(&SS-&XBAR); *Moment estimation of parameter b in Negative
Binomial model;
AHAT=3D&XBAR*BHAT;*Moment estimation of parameter a in Negative Binomial
model;
RUN;
DATA _NULL_;
SET P_HAT;
IF _N_=3D1 THEN DO;
CALL SYMPUT('AHAT',LEFT(TRIM(AHAT)));
CALL SYMPUT('BHAT',LEFT(TRIM(BHAT)));
CALL SYMPUT('W',LEFT(TRIM(W)));
END;
RUN;
***********PARAMETER ESTIMATION ZINB*********************;
PROC NLMIxed data=3D&Infile;
PARMS AHAT=3D&AHAT BHAT=3D&BHAT W=3D&W;
IF &VAR=3D0 THEN LNLIKE=3DLOG(W+(1-W)*((BHAT/(1+BHAT))**AHAT));ELSE
LNLIKE =3DLOG(1-W)+LOG(GAMMA(&Var+AHAT))-LOG(GAMMA(AHAT))-LOG(GAMMA
(&Var+1))
-(&Var+AHAT)*LOG(1+BHAT)+AHAT*LOG(BHAT);
MODEL &Var ~ GENERAL(LNLIKE);/* Max Likelihood MODEL */
REPLICATE Freq;
ODS OUTPUT PARAMETERESTIMATES=3DPESTIMATE_ZINB;/*OUTPUT PARAMETER
ESTIMATES*/;
ODS OUTPUT FitStatistics=3DFitStatistics_ZINB;/*OUTPUT PARAMETER
ESTIMATES*/;
RUN;
In addition, the other data sets fit well with the above code. For
example,
data HOSPITALSTAY;
input x Freq;
datalines;
0 3541
1 599
2 176
3 48
4 20
5 12
6 5
7 1
8 4
;;
run;
|
|
0
|
|
|
|
Reply
|
jiangqiyangfang (18)
|
1/5/2010 11:24:30 AM |
|