C__work_280sol9

# C__work_280sol9 - Solutions to Homework 9 May 1 2007 6.6 2...

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Unformatted text preview: Solutions to Homework 9 May 1, 2007 6.6: 2 Z = X + Y , where X,Y are independent binary variables with p = 1 / 2. Thus E ( Z ) = 2( 1 2 ) = 1, and so by definition, Var( Z ) = E ([ Z- 1] 2 ) = 1 4 (0- 1) 2 + 1 2 (1- 1) 2 + 1 4 (2- 1) 2 = 1 2 Finally, σ 2 = q 1 2 ≈ . 707 Comments The possible numbers of heads you get when tossing a fair coin twice are 0, 1, and 2 with probability 1 / 4, 1 / 2 and 1 / 4, respectively. 6.6: 4 Var(X + k) = E((X + k)- E(X + k)) 2 ) = E((X + k)- E(X)- k) 2 = E ( X = E ( X )) 2 = Var(X) . 6.6: 9(a) Let X be the random variable that represents the number of times you see 4 dots when you toss a fair die 600 times. X is distributed as B 600 , 1 / 6 , so E ( X ) = 100 and σ X = q 600(1 / 6)(5 / 6) = 10 q 5 / 6. By Chebyshev’s Inequality, Pr( | X- 100 | ≤ 10 α q 5 / 6) > 1- 1 /α 2 . We want to bound Pr( | X- 100 | > 10). Taking α = q 6 / 5, it follows that Pr( | X- 100 | > 10) = 1- Pr( | X- 100 | ≤ 10) < 1 / q 6 / 5 2 = 5 / 6. Alternatively, you can use the fact that Pr( | X- 100 | > 10) = Pr( | X- 100 | ≥ 11). Since σ X = 10 q 5 / 6, it follows that 11 = (11 / 10) q 6 / 5 σ X . Thus, Pr( | X- 100 | ≥ 11) = Pr( | X- 100 | ≥ (11 / 10 × q 6 / 5 σ X . Chebyshev’e Inequality also says that Pr( X- E ( X ) | ≤ βσ X ) ≤ 1 /β 2 , so Pr( | X- 100 | ≥ 11) = Pr( | X- 100 | ≥ (11 / 10) q 6 / 5 σ X ) ≤ 1 / ((11 / 10) q 6 / 5) 2 = 250 / 363 . This alternate approach actually gives a better estimate....
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## This note was uploaded on 09/04/2008 for the course CS 280 taught by Professor - during the Spring '07 term at Cornell.

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C__work_280sol9 - Solutions to Homework 9 May 1 2007 6.6 2...

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