EECS 126 Midterm 1 - Probability and Statistics, Exams of Probability and Statistics

The midterm exam for eecs 126 - probability and statistics, held on october 9, 1997. The exam covers topics such as random variables, probability mass functions, and conditional probabilities. Questions include finding the probability of having more women than men on a randomly selected committee, the probability of picking coin 1 based on the number of flips without getting a head, and finding the probability that a signal is present given certain conditions.

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2012/2013

Uploaded on 03/22/2013

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EECS 126 -- MIDTERM # 1 Professor Ren
October 9 , 1997, Thursday 6-8 p.m.
[15 pts.] 2. A committee of four is picked randomly from a pool of 5 men and 4 women. Find the probability
that there will be more women than men on the committee.
[25 pts ] 3. Given two coins with probability of heads being p1 for coin 1, and p2 for coin 2. You randomly
pick a coin and flip it.
Let: X = the number of heads in n flippings of the randomly picked coin.
Y = the number of flippings it takes to get the first head (flipping the randomly picked coin).
a) Find the probability mass functions of X and Y, respectively.
b) Suppose you flipped k times already and still have not got a head yet. Find the probability that you
picked coin 1.
[40 pts] 4. Consider a signal detector to detect if a signal is present or not, as shown below:
EECS 126
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EECS 126 -- MIDTERM # 1 Professor Ren October 9 , 1997, Thursday 6-8 p.m.

[15 pts.] 2. A committee of four is picked randomly from a pool of 5 men and 4 women. Find the probability that there will be more women than men on the committee.

[25 pts ] 3. Given two coins with probability of heads being p1 for coin 1, and p2 for coin 2. You randomly pick a coin and flip it.

Let: X = the number of heads in n flippings of the randomly picked coin. Y = the number of flippings it takes to get the first head (flipping the randomly picked coin).

a) Find the probability mass functions of X and Y, respectively. b) Suppose you flipped k times already and still have not got a head yet. Find the probability that you picked coin 1.

[40 pts] 4. Consider a signal detector to detect if a signal is present or not, as shown below:

EECS 126

where X is the received signal plus noise, and X = { S , when the signal is present ( with probability 1/2) | M , when the signal is not present (with probability 1/2) S is a uniform random variable in [-,2], and M is a Gaussian RV with distribution N(0,1).

a) Find the pdf of X. b) Let g(X) = | X - 1|. Find the pdf of Y = | X - 1|. c) Given that Y >= 1, find the probability that the signal is present.

EECS 126