Math Problem Statement
A manufacturer of game controllers is concerned that their controller may be difficult for left-handed users. They set out to find lefties to test. Suppose that about 85% of the population is right-handed. They select a sample of twelve customers at random in their stores. Complete parts a through e below. Question content area bottom Part 1 a) Find the mean and standard deviation of the number of right-handers in the group. The mean number of righties is 10.20. The standard deviation would be 1.24. (Type integers or decimals rounded to two decimal places as needed.) Part 2 b) What is the probability that they are not all right-handed? The probability that they are not all righthanded is 0.858. (Round to three decimal places as needed.) Part 3 c) What is the probability that there are no more than 10 righties? The probability that there are no more than 10 righties is enter your response here. (Round to three decimal places as needed.)
Solution
We are working with a binomial distribution problem where:
- (sample size),
- (probability of a customer being right-handed),
- (probability of a customer being left-handed).
Part (c): Finding the probability that there are no more than 10 right-handers
To calculate the probability that there are no more than 10 right-handers, we need to find:
Where is the number of right-handed customers in the sample, which follows a binomial distribution:
We can compute the cumulative probability for by summing the probabilities for all possible values of from 0 to 10:
Let me calculate that for you.The probability that there are no more than 10 right-handers in the group is approximately (rounded to three decimal places).
Would you like further details or explanations?
Here are 5 related questions:
- What is the probability that there are exactly 10 right-handers?
- How would the probability change if the sample size increased to 20?
- Can you calculate the probability that there are fewer than 8 right-handed customers?
- What is the probability of having exactly 12 right-handed people?
- How does the standard deviation affect the interpretation of this problem?
Tip: The binomial distribution is useful when you have a fixed number of independent trials, each with two possible outcomes.
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Math Problem Analysis
Mathematical Concepts
Binomial Distribution
Probability Theory
Expected Value and Variance
Formulas
Mean of a binomial distribution: µ = n * p
Standard deviation of a binomial distribution: σ = sqrt(n * p * (1 - p))
Binomial probability formula: P(X = k) = (n choose k) * p^k * (1 - p)^(n-k)
Theorems
Binomial Theorem
Suitable Grade Level
Grades 10-12
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