Last active
August 29, 2015 14:18
-
-
Save VincentTam/c27c38c49fe8de17c815 to your computer and use it in GitHub Desktop.
Calculate P(A > B) and P(A = B), where A and B are independent Poisson variables.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#include <iostream> | |
#include <cmath> | |
using namespace std; | |
double pXy(double x, double y, int N); | |
double pxy(double x, double y, int N); | |
int main(void) { | |
double pAb,paB,pab,a,b; | |
int N; | |
cout << "Assume that Poisson r.v. A and B are indepedent" << endl; | |
cout << "Parameter for A: "; | |
cin >> a; | |
cout << "Parameter for B: "; | |
cin >> b; | |
cout << "Number of terms to be added (100 <= N <= 1000): "; | |
cin >> N; | |
pAb = pXy(a,b,N); | |
paB = pXy(b,a,N); | |
pab = pxy(a,b,N); | |
cout << "P(A > B) = " << pAb << ", P(A < B) = " << paB << | |
", P(A = B) = " << pab << endl; | |
} | |
/* P(X > Y) */ | |
double pXy(double x, double y, int N) { | |
double ans = 0; | |
for (int i = 1; i <= N; i++) { | |
for (int j = 0; j < i ; j++) { | |
double term = 1; | |
for (int k = 1; k <= i; k++) | |
term *= x / k; | |
for (int k = 1; k <= j; k++) | |
term *= y / k; | |
ans += term; | |
} | |
} | |
return ans * exp(-x - y); | |
} | |
/* P(X = Y) */ | |
double pxy(double x, double y, int N) { | |
double ans = 0; | |
for (int i = 0; i <= N; i++) { | |
double term = 1; | |
for (int k = 1; k <= i; k++) | |
term *= x / k * y / k; | |
ans += term; | |
} | |
return ans * exp(-x - y); | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment