I am getting error msg as mentioned above. I am trying to do simulation and estimation and for that I have wrote the above program. Kindly help me to solve this problem.
p1=0.2;p2=0.3;p3=1-p1-p2;alpha=0.4
n=10;k=1;count=0
p11_p10=0.01
alpha1_alpha0=0.01
alpha0=0.5;p10=0.3;p11_p10=0.1;alpha1_alpha0=0.1
repeat
{
repeat{
x1<-rgeom(n-k,p3/(1-p2))
y1<-rnbinom(n-k,x1+1,1-p2)
p3star<-1-alpha*p1-alpha*p2
xstar<-rgeom(k,p3star/(1-alpha*p2))
ystar<-rnbinom(k,xstar+1,1-alpha*p2)
xsamp<-c(x1,xstar)
ysamp<-c(y1,ystar)
x=rep(0,n)
y=rep(0,n)
z=rep(0,n)
for(i in 1:n)
{
x[i]=(xsamp[i]+ysamp[i])*(alpha0^(xsamp[i]+ysamp[i]-1))
y[i]=alpha0^(xsamp[i]+ysamp[i])
z[i]=((xsamp[i]+ysamp[i])*(xsamp[i]+ysamp[i]-1)*
(alpha0^(xsamp[i]+ysamp[i]-2)))
}
x;y;z
num=sum(x)
den=sum(y)
num1=sum(z)
term=num1/den
if(term>0)
{
T1<-sum(xsamp); T2<-sum(ysamp)
if (T1!=0 || T2!=0)
{
break
}
}
}
print(T1)
print(T2)
count=0
repeat
{
count=count+1
b1=(k/n)
A=alpha0*(((T1+T2)^2)+n*(T1+T2))
B=(-T1*((alpha0+1)*(T1+T2)+(n+alpha0-1)))
C=(T1^2)
t1_p1_alpha<-A*(p10^2)+(B*p10)+C
t2_p1_alpha= -((p10*(T1+T2))/(T1-alpha0*(T1+T2)*p10))+(num/den)
t1dash_wrt_p1=2*A*p10+B
t1dash_wrt_alpha=(p10^2)*((T1+T2)^2)+n*(p10^2)*(T1+T2)-p10*T1*(T1+T2+1)
t2dash_wrt_p1=(((-T1*(T1+T2))/(T1-alpha0*(T1+T2)*p10))^2)
t2dash_wrt_alpha= (-((p10*(T1+T2))^2)/((T1-alpha0*(T1+T2)*p10)^2))+(num1/den)-((num^2)/(den^2))
a<-t1_p1_alpha;b<-t1dash_wrt_p1;c<-t1dash_wrt_alpha
d<-t2_p1_alpha;e<-t2dash_wrt_p1;f<-t2dash_wrt_alpha
alpha1=alpha0+(1/c)*(-a-b*((a*f-d*c)/(e*c-b*f)))
p11=p10+((a*f-d*c)/(e*c-b*f))
p11_p10=p11-p10
alpha1_alpha0<-alpha1-alpha0
if(abs(p11_p10)<0.0001 & abs(alpha1_alpha0)<0.0001)
{
break
print(p11)
print(alpha1)
}
else
{
p10<-p11
alpha0<-alpha1
}
if (count>50){break}
}
}
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