Math Problem Statement

A manufacturer of game controllers is concerned that its controller may be difficult for​ left-handed users. They set out to find lefties to test. About 13​% of the population is​ left-handed. If they select a sample of 6 customers at random in their​ stores, what is the probability of each of the outcomes described in parts a through f​ below? Question content area bottom Part 1 ​a) The first lefty is the fifth person chosen. The probability is    0.0745. ​(Round to four decimal places as​ needed.) Part 2 ​b) There are some lefties among the 6 people. The probability is    0.5664. ​(Round to four decimal places as​ needed.) Part 3 ​c) The first lefty is the second or third person. The probability is    0.2115. ​(Round to four decimal places as​ needed.) Part 4 ​d) There are exactly 3 lefties in the group. The probability is    0.0289. ​(Round to four decimal places as​ needed.) Part 5 ​e) There are at least 3 lefties in the group. The probability is    enter your response here. ​(Round to four decimal places as​ needed.)

Solution

To solve this problem, we need to use concepts from probability theory. Specifically, we'll use the binomial distribution and geometric distribution to calculate the probabilities for each part.

Part (e): Probability that there are at least 3 lefties in the group

We need to calculate the probability of having 3 or more left-handed people in a group of 6. This can be done using the binomial probability formula:

P(X=k)=(nk)pk(1p)nkP(X = k) = \binom{n}{k} p^k (1-p)^{n-k}

where:

  • n=6n = 6 (number of trials, i.e., number of people selected),
  • p=0.13p = 0.13 (probability of success, i.e., selecting a left-handed person),
  • kk is the number of successes.

To find the probability of "at least 3 lefties," we sum up the probabilities for k=3,4,5,k = 3, 4, 5, and 66.

P(X3)=P(X=3)+P(X=4)+P(X=5)+P(X=6)P(X \geq 3) = P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6)

Let's calculate this step-by-step:

  1. Calculate P(X=3)P(X = 3): P(X=3)=(63)(0.13)3(0.87)3P(X = 3) = \binom{6}{3} (0.13)^3 (0.87)^3

  2. Calculate P(X=4)P(X = 4): P(X=4)=(64)(0.13)4(0.87)2P(X = 4) = \binom{6}{4} (0.13)^4 (0.87)^2

  3. Calculate P(X=5)P(X = 5): P(X=5)=(65)(0.13)5(0.87)1P(X = 5) = \binom{6}{5} (0.13)^5 (0.87)^1

  4. Calculate P(X=6)P(X = 6): P(X=6)=(66)(0.13)6(0.87)0P(X = 6) = \binom{6}{6} (0.13)^6 (0.87)^0

  5. Sum the probabilities: P(X3)=P(X=3)+P(X=4)+P(X=5)+P(X=6)P(X \geq 3) = P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6)

Let's perform these calculations.The probability that there are at least 3 lefties in the group is approximately 0.03240.0324 (rounded to four decimal places).

Do you want further details or have any questions about this calculation?

Related Questions:

  1. What is the probability of having exactly 2 left-handed people in the group?
  2. How would the probability change if the sample size were increased to 10 people?
  3. What is the probability of having no left-handed people in the group?
  4. How can we use the geometric distribution to calculate the probability that the first lefty is found on the fifth attempt?
  5. What is the expected number of left-handed people in a sample of 6?

Tip: When dealing with "at least" probabilities, it is often easier to calculate the complementary "less than" probabilities and subtract from 1.

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Math Problem Analysis

Mathematical Concepts

Probability
Binomial Distribution
Geometric Distribution

Formulas

Binomial Probability Formula: P(X = k) = C(n, k) * p^k * (1 - p)^(n - k)
Geometric Probability Formula: P(X = k) = (1 - p)^(k - 1) * p

Theorems

Binomial Theorem
Geometric Probability Theorem

Suitable Grade Level

College-level Probability or Advanced High School