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junior college 2 | H2 Maths
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Please help with (b)
For any X = x, Amount spent = $1 per draw × xdraws
= $x
= E(X) (basically the probabilities for each possible number of attempts × amount spent for them)
= ∑ xP(X = x)
We can use this formula for P(X = x)
= p (1 - p)ˣ⁻¹, where p = 2/7 and x - 1 = number of failed attempts (i.e he draws a red counter)
E(X) = ∑ xP(X = x) , from getting it on the 1st try, all the way up to an infinite number of tries.
E(X) = (1)P(X = 1) + 2 P(X = 2) + 3 P(X = 3) + 4 P(X = 4) + ...
E(X) = 1(2/7)(5/7)¹⁻¹ + 2(2/7)(5/7)²⁻¹ + 3(2/7)(5/7)³⁻¹ + 4(2/7)(5/7)⁴-¹ + ....
= 2/7 + 2(2/7)(5/7) + 3(2/7)(5/7)² + 4(2/7)(5/7)³ ....
= 2/7 (1 + 2(5/7) + 3(5/7)² + 4(5/7)³ + ...)
= 2/7 (1/(1 - 5/7)²)
(Using the approximation given in the question. Here, x = 5/7. Note that |5/7| = 5/7 < 1)
= 2/7 (1/(2/7)²)
= 1/(2/7)
= 7/2 or 3.5
So, he should he receiving $3.50 when he wins, since he is expected to spent $3.50.
(Recall that E(X) is basically a weighted average of the amount expected to be spent , after taking into account all the possible outcomes and their probabilities.
The concept is similar to finding the relative atomic mass of an element with different isotopes in chemistry)
This way, it is fair as he will be making no loss.
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