The probability that a normally distributed data with a mean of μ and a standard deviation of σ is less than a value x is given by:

Given that μ = 16.5 and σ = 0.804984 and that the probability that the
mean oil-change time being at or below the sample mean for which there is an area of 0.10 to the left under the normal curve, then:
