Washers The life span of a type of automatic washer is approximately normally distributed with mean and standard deviation equal to and years, respectively. If this type of washer is guaranteed for a period of years, what fraction will need to be repaired and/or replaced?

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Answer:

The fraction of washer that will need repair or replacement within the guarantee period is 3.4%.

Step-by-step explanation:

Let X = lifespan of automatic washer (in years).

The lifespan of automatic washer is normally distributed with mean lifespan, μ = 10.5 years and standard deviation σ = 3 years.

To compute the probability of a normal distribution it is better to standardize the raw scores (X).

The raw score can be standardized using the formula:

[tex]z=\frac{X-\mu}{\sigma}[/tex]

These standardized scores are known as z-scores.

The distribution of z-scores follows a normal distribution with mean 0 and variance 1. The distribution is also known as Standard Normal distribution.

Now, it is provided that this type of washer has a guarantee period of 5 years, i.e. within 5 years it would either need repair or replacement.

Compute the probability that the washer will need repair or replacement within 5 years as follows:

[tex]P(X<5)=P(\frac{X-\mu}{\sigma}<\frac{5-10.5}{3})\\[/tex]

                [tex]=P(Z<-1.83)\\=1-P(Z<1.83)\\=1-0.9664\\=0.0336\\\approx 3.4\%[/tex]

Thus, the fraction of washer that will need repair or replacement within the guarantee period is 3.4%.