Query 09

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course Mth 152

009. ``q Query 9

`q Query 12.4.3 P(2 H on 3 flips)

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Your solution: 3/8

confidence rating #$&*: 3

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Given Solution:

On three flips you can get HHH, HHT, HTH, HTT, THH, THT, TTH, TTT.

• Of these 8 possibilities, only 3 of them have two Heads.

• Thus the probability is 3 / 8.

You can get this result without listing.

• There are 2 possibilities for each flip which gives you 2*2*2 = 2^3 = 8 possible outcomes.

• To get 2 `heads' you must get `heads' in exactly 2 of the 3 positions.

• There are C(3, 2) = 3 possible choices of the 3 positions so the probability is C(3,2) / 2^3 = 3/8.

More generally, if you have n flips, there are C(n,r) ways to get r Heads. The value of C(n, r) appears in the n+1 row, as the r+1 entry, of Pascal's triangle.

STUDENT COMMENT:

I solved this question using the given solution for binomials, it might have been more work, but I’m guessing it’s ok?

INSTRUCTOR RESPONSE:

Your solution is fine. Make sure you also understand the given solution, which is a reasoning process as opposed to a formula. From your previous work I'm confident you do.

Knowing how the formula represents the reasoning process, you can then use the formula with confidence.

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Self-critique (if necessary): ok

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Self-critique Rating: 3

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Question: What is the significance of .5^2 * .5 for this question?

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Your solution: It’s the probability of getting heads twice in a row.

confidence rating #$&*: 3

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Given Solution:

.5^2 is the probability of getting Heads twice in a row.

.5 is the probability of a Tails.

• .5^2 * .5 is therefore the probability of getting HHT.

Since the probabilities are independent, you have the same probability of getting two Heads and a Tail in some different order.

Since there are C(3,2) possible orders for 2 Heads on 3 coins, the probability of getting 2 Heads and one Tail is

• C(3,2) * .5^2 * .5 = 3 * .125 = .375,

the same as the 3/8 we obtained by listing.

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Self-critique (if necessary): ok

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Self-critique Rating: 3

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Question: `q Query 12.4.6 P(>= 1 H on 3 flips) Give the requested probability and explain how you obtained your result.

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Your solution: 1/8. Got by multiplying the probability of getting tails on 3 distinct flips.

confidence rating #$&*: 3

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Given Solution:

Probability of getting no heads on three flips is P(TTT) = .5 * .5 * .5 = .125, or 1/8, obtained by multiplying the probability of getting a tails for each of 3 independent flips.

Subtracting this from 1 gives .875, or 7/8.

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Self-critique (if necessary): ok

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Self-critique Rating: ok

Query 12.4.15 P(3 H on 7 flips) Give the requested probability and explain how you obtained your result.

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Your solution: 35 / 128

confidence rating #$&*: 3

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Given Solution:

There are C(7,3) = 7 * 6 * 5 / 3! = 35 ways to choose three of the 7 `positions' for Heads on 7 flips. So there are C(7,3) = 7 * 6 * 5 / 3! = 35 ways to get three heads on 7 flips.

The probability of any of these ways is (1/2)^3 * (1/2)^4 = 1 / 2^7 = 1 / 128.

The probability of 3 Heads on 7 flips is therefore 35 * 1/128 = 35 / 128. **

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Self-critique (if necessary): ok

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Self-critique Rating: 3

`q Query 12.4.21 P(1 success in 3 tries), success = 4 on fair die

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Your solution: 25 / 72

confidence rating #$&*: 3

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Given Solution:

To get 1 success on 3 tries you have to get 1 success and 2 failures. On any flip the probability of success is 1/6 and the probability of failure is 5/6.

For any ordered sequence with 1 success and 2 failures the probability is 1/6 * (5/6)^2. Since there are C(3,1) = 3 possible orders in which exactly 1 success can be obtained, the probability is

C(3,1) * 1/6 * (5/6)^2 = 3 * 1/6 * 25 / 36 = 75 / 216 = 25 / 72.

This matches the binomial probability formula C(n, r) * p^r * q^(n-r), with prob of success p = 1/6, prob of failure q = 1 - 1/6 = 5/6, n = 3 trials and r = 1 success. **

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Self-critique (if necessary): ok

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Self-critique Rating: 3

`q Query 12.4.33 P(exactly 7 correct answers), 3-choice mult choice, 10 quest. What is the desired probability?

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Your solution: 320/19683

confidence rating #$&*: 3

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Given Solution:

The probability of a correct answer from a random choice on any single question is 1/3.

For any sequence of 7 correct answers and 3 incorrect the probability is (1/3)^7 * (2/3)^3.

There are C(10,7) possible positions for 7 correct answers among 10 questions.

So the probability is C(10,7) * (1/3)^7 * (2/3)^3 = 320/19683 = 0.0163 approx.

This matches the binomial probability formula C(n, r) * p^r * q^(n-r), with prob of success p = 1/3, prob of failure q = 1 - 1/3 = 2/3, n = 10 trials and r = 7 success.

ANOTHER SOLUTION:

There are C(10,7) ways to distribute the 7 correct answers among the 10 questions. The probability of any single outcome with 7 successes and 3 failures is the product of (1/3)^7, representing 7 successes, and (2/3)^3, representing 3 failures.

The probability of exactly seven correct questions is therefore

prob = C(10,7) * (2/3)^3 * (1/3)^7 . **

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Self-critique (if necessary): ok

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Self-critique Rating: 3

`q Query 12.4.39 P(more than 2 side effect on 8 patients), prob of side effect .3 for each

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Your solution: About.448

confidence rating #$&*: 3

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Given Solution:

`aThe probability of 0 side effects is C(8,0) * .7^8.

The probability of 1 side effect is C(8,1) * .7^7 * .3^1.

The probability of 2 side effects is C(8,2) * .7^6 * .3^2.

The sum of these two probabilities is the probability that two or fewer patients will have side effects.

We subtract this probability from 1 to get the probability that more than 2 will experience side effects.

The result is approximately .448.

DER**

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Self-critique (if necessary): ok

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Self-critique Rating: 3

`q Query 12.4.48 P(4 th child is 1 st daughter) What is the probability that the fourth child is the first daughter and how did you obtain your result?

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Your solution: .5^3 * .5 = 1/16

confidence rating #$&*: 3

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Given Solution:

`aThe fourth child will be the first daughter if the sequence is SSSD, S standing for son and D for daughter.

The probability of S on any birth is .5, and the probability of G is .5.

The probability of SSSD is .5^3 * .5 = .0625 or 1/16. **

`q Query 12.4.54 10-step rnd walk, 1 dim; P(6 South) What is the probability of ending up 6 blocks South of the starting point and how did you obtain it?

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Your solution: C(10,8) * (1/2)^8 * (1/2)^2 = 45/1024

confidence rating #$&*: 3

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Given Solution:

To end up 6 blocks South requires 8 steps South and 2 steps North. Thus exactly 8 of the 10 steps must be South, and there are C(10,8) ways for this to happen.

The probability of any given combination of 8 South and 2 North is (1/2)^8 * (1/2)^2 = 1 / 2^10 = 1 / 1024.

The probability of ending up 6 blocks South is therefore

prob = C(10,8) * (1/2)^8 * (1/2)^2 = 45 * (1/2)^10 = 45 / 1024, or about .044. **

STUDENT QUESTION: Do we find the 8 steps South and 2 steps North by trial and error?

INSTUCTOR RESPONSE: You have to take 10 steps, each north or south. If n stands for the number of steps north and s for the number of steps south, then n and s add up to 10, while the net number of steps south is s - n. We could even up the system of equations

n + s = 10

s - n = 6.

and solve for n and s. However if you think about the situation, the answer is fairly obvious, so I didn't complicate the solution with the details of this reasoning. Instead I just made the assertion 'To end up 6 blocks South requires 8 steps South and 2 steps North.'

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Self-critique (if necessary): ok

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Self-critique Rating: 3

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