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A square inch of carpeting contains 50 carpet fibers. The
Chapter 4, Problem 217SE(choose chapter or problem)
Problem 217SE
A square inch of carpeting contains 50 carpet fibers. The probability of a damaged fiber is 0.0001. Assume that the damaged fibers occur independently.
(a) Approximate the probability of one or more damaged fibers in one square yard of carpeting.
(b) Approximate the probability of four or more damaged fibers in one square yard of carpeting.
Questions & Answers
QUESTION:
Problem 217SE
A square inch of carpeting contains 50 carpet fibers. The probability of a damaged fiber is 0.0001. Assume that the damaged fibers occur independently.
(a) Approximate the probability of one or more damaged fibers in one square yard of carpeting.
(b) Approximate the probability of four or more damaged fibers in one square yard of carpeting.
ANSWER:
Answer
Step 1 of 2
(a)
A square inch of carpeting contains carpet fibers.
The probability of a damaged fiber is Assume that the damaged fibers occur independently.
We are asked to approximate probability of one or more damaged fibers in one square yard of carpeting.
We need to use the normal approximation to the binomial.
Number of fibers used in the
Let denote the number of damaged fibers in
Hence is binomial with
We need to find the probability
We will use approximation here which can be defined as,
If is a binomial random variable with parameters and ,
Is approximately a standard normal random variable.
To approximate a binomial probability with a normal distribution, a continuity correction is applied as follows:
The approximation is good for
Since we can use the approximation.
Hence the probability we can write,
We can write as,
From the z table, the area to the left of is .
Hence the approximate probability of one or more damaged fibers in one square yard of carpeting is