I have the following algorithm
Step 1. Generate X1=x1~Bin(6,1/3)
Step 2. Generate X2|X1=x1~Bin(6-x1,(1/3)/(1-1/3))
Step 3. Generate X3|X1=x1,X2=x2~Bin(6-x1-x2,(1/3)/(1-1/3-1/3))
Step 4. Repeat step 1-3 N times.
I think in r is as follows
mult_binom<-function(n) #n=6
{
n=1000
random_vectors<-Matrix(0,n,3)
for(i in 1:n){
X1<-rbinom(n,3,1/3)
X2<-rbinom(n-X1,3,(1/3)/(1-(1/3)))
X3<-rbinom(n-X1-X2,3,(1/3)/(1-(1/3)-(1-3)))
arr<-c(X1,X2,X3)
}
for(j in 1:n){
random_vectors[j]<-arr[j]
}
return(random_vectors)
}
Calling the function as mult_bin(6)
yields
and continues up to [1000,]
Why?
I was not expecting such matrix, why are dots there?
Also why only 1 2 and 3 numbers appear?
What am I doing wrong in the code?
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