Assume that military aircraft use ejection seats designed for men weighing between
148.1 lb and 208 lb. If women's weights are normally distributed with a mean of
177.9 lb and a standard deviation of 42.2 lb, what percentage of women have weights that are within those limits? Are many women excluded with those specifications?
Solution :
Let X be a random variable which represents the women's weights.
Given that, X ~ N(177.9, 42.2²)
μ = 177.9 lb and σ = 42.2 lb
We have to find P(148.1 ≤ X ≤ 208).
P(148.1 ≤ X ≤ 208) = P(X ≤ 208) - P(X < 148.1)
We know that, if X ~ N(μ, σ²), then
Using "pnorm" function of R we get,
P(Z ≤ 0.7133) = 0.7621 and P(Z < -0.7062) = 0.2400
Hence, 52.21% of women have weights that are within those limits.
Approximately (100% - 52.21%) = 47.79% of women excluded with those specifications.
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