The amount of money spent weekly on cleaning, maintenance, and repairs at a large restaurant was observed over a long period of time to be approximately normally distributed, with mean μ = $597 and standard deviation σ = $37.
(a) If $646 is budgeted for next week, what is the probability
that the actual costs will exceed the budgeted amount? (Use 4
decimal places.)
(b) How much should be budgeted for weekly repairs, cleaning, and
maintenance so that the probability that the budgeted amount will
be exceeded in a given week is only 0.16? (Round to the nearest
dollar.)
$
Solution :
Given ,
mean = = 597
standard deviation = = 37
(a)
P(x >646 ) = 1 - P(x< 646 )
= 1 - P[(x -) / < (646-597) / 37]
= 1 - P(z < 1.32)
Using z table
= 1 - 0.9066
= 0.0934
probability= 0.0934
(b)
Using standard normal table,
so,
P(Z > z) = 0.16
= 1 - P(Z < z) = 0.16
= P(Z < z) = 1 - 0.16
= P(Z < z ) = 0.84
= P(Z < 0.99 ) = 0.84
z =0.99
Using z-score formula,
x = z * +
x = 0.99* 37+597
x =633.63
x= $634
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