Mutual Information / Entropy Calculation Help

Posted by Fillip on Stack Overflow See other posts from Stack Overflow or by Fillip
Published on 2010-05-01T18:37:37Z Indexed on 2010/05/01 18:47 UTC
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Hi,

Hoping someone can give me some pointers with this entropy problem.

Say X is chosen randomly from the uniform integer distribution 0-32 (inclusive).

I calculate the entropy, H(X) = 32 bits, as each Xi has equal probability of occurring.

Now, say the following pseudocode executes.

int r = rand(0,1); // a random integer 0 or 1

r = r * 33 + X;

How would I work out the mutual information between the two variables r and X?

Mutual Information is defined as I(X; Y) = H(X) - H(X|Y) but I don't really understand how to apply the conditional entropy H(X|Y) to this problem.

Thanks

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