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Chapter 3 problem 40a - potentially wrong answer #49

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@Greg-Mos

Let X be the r.v. that maps Tom's answer to a unique (for each answer) integer. Let Y be the r.v. that maps my answer to a unique (for each answer) integer.

"I trust Tom, so I will always go with Tom’s answer". So, Y = g(X), where g is the identity function, which is a one-to-one function.

Therefore, according to the discussion on page 125, following Definition 3.7.1, X and Y have the same PMF:

x P(X = x) y P(Y = y)
x1 p1 g(x1) = x1 p1
x2 p2 g(x2) = x2 p2
x3 p3 g(x3) = x3 p3
: : : :

Alternatively, consider a board game where a player rolls a 4-sided die and moves as many squares forward as the number on the die. Let W be the result of the die roll and Z be the number of squares the player moves forward. From the description, P(W=Z) = 1 and Z = g(W), where g is the identity function, which is one-to-one. Therefore, W and Z have the same PMF :

w P(W = w) z P(Z = z)
w1 p1 g(w1) = w1 p1
w2 p2 g(w2) = w2 p2
w3 p3 g(w3) = w3 p3
w4 p4 g(w4) = w4 p4

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