Fall 2009 ECE 313 Hour Exam I: Probability Theory - Prof. Mark A. Hasegawa-Johnson, Lab Reports of Statistics

The fall 2009 ece 313 hour exam i for the university of illinois, focusing on probability theory. The exam includes multiple-choice questions on topics such as finding probabilities of intersecting events, conditional probabilities, and expected values.

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University of Illinois Fall 2009
ECE 313: Hour Exam I
Monday October 12, 2009
7:00 p.m. 8:00 p.m.
100 Noyes Laboratory
1. [15 points] Let A,B, and Cdenote three events defined on a sample space Ω, and suppose
that P(A)=0.6, P (B) = P(C) = 0.3, and P(BcC) = P(ABcCc) = 0.2.
(a) [5 points] Find P(BC).
(b) [5 points] Find P(BCc).
(c) [5 points] Find P((ABC)c).
2. [10 points] Aand Bare events defined on a sample space Ω. Assume P(A), P (B)>0.
Mark each of the two statements below as TRUE or FALSE. No justification is needed.
TRUE FALSE
2 2 If P(A|B) = P(B|A), then P(A) = P(B).
2 2 P(A|B)P(B) + P(Ac|B)P(B) = P(B).
3. [30 points] Especially in this problem, you must provide sufficient explanation to justify your
numerical answers.
A fair coin is tossed repeatedly until a Head occurs. Ndenotes the number of tosses.
(a) [5 points] What is the expected value of N?
(b) [5 points] Find the numerical value of P{N > 5}.
(c) [10 points] Given that the event P{N > 5}occurred, what is the expected value of N?
(d) [10 points] Find the numerical value of E[cos(πN )].
4. [20 points] A fair coin is tossed 10 times.
Calculate the probability that the first 5 tosses are all Tails given that a total of 8 Tails
occurred on the 10 tosses.
5. [25 points] Dilbert has 3 coins in his pocket, 2 of which are fair coins while the third is
a biased coin with P(H) = p6=1
2. The probability that a coin chosen at random from his
pocket will land Tails is 7
12 .
(a) [10 points] What is the value of p?
(b) [15 points] Dilbert picks two coins at random from his pocket, tosses each coin once, and
observes a Head and a Tail. What is the conditional probability that both coins are fair?

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University of Illinois Fall 2009

ECE 313: Hour Exam I

Monday October 12, 2009

7:00 p.m. — 8:00 p.m.

100 Noyes Laboratory

  1. [15 points] Let A, B, and C denote three events defined on a sample space Ω, and suppose that P (A) = 0. 6 , P (B) = P (C) = 0.3, and P (Bc^ ∩ C) = P (A ∩ Bc^ ∩ Cc) = 0.2. (a) [5 points] Find P (B ∩ C). (b) [5 points] Find P (B ∩ Cc). (c) [5 points] Find P ((A ∪ B ∪ C)c).
  2. [10 points] A and B are events defined on a sample space Ω. Assume P (A), P (B) > 0. Mark each of the two statements below as TRUE or FALSE. No justification is needed. TRUE FALSE 2 2 If P (A | B) = P (B | A), then P (A) = P (B).

2 2 P (A | B)P (B) + P (Ac^ | B)P (B) = P (B).

  1. [30 points] Especially in this problem, you must provide sufficient explanation to justify your numerical answers. A fair coin is tossed repeatedly until a Head occurs. N denotes the number of tosses. (a) [5 points] What is the expected value of N? (b) [5 points] Find the numerical value of P {N > 5 }. (c) [10 points] Given that the event P {N > 5 } occurred, what is the expected value of N? (d) [10 points] Find the numerical value of E[cos(πN )].
  2. [20 points] A fair coin is tossed 10 times. Calculate the probability that the first 5 tosses are all Tails given that a total of 8 Tails occurred on the 10 tosses.
  3. [25 points] Dilbert has 3 coins in his pocket, 2 of which are fair coins while the third is a biased coin with P (H) = p 6 = 12. The probability that a coin chosen at random from his pocket will land Tails is 127. (a) [10 points] What is the value of p? (b) [15 points] Dilbert picks two coins at random from his pocket, tosses each coin once, and observes a Head and a Tail. What is the conditional probability that both coins are fair?