The U.S. Bureau of Labor Statistics reports that the average annual expenditure

Question

The U.S. Bureau of Labor Statistics reports that the average annual expenditure on food and drink for all families is $5700. Assume that annual expenditure on food and drink is normally distributed and that the standard deviation is $1500.


What is the range of expenditures of the 10% of families with the lowest annual spending on food and drink ? What percentage of families spend more than $7000 annually on food and drink ? What is the range of expenditures for the 5% of families with the highest annual spending on food and drink ?

Explanation / Answer

Given X~Normal(mean=5700, s=1500) ------------------------------------------------------------------------------------------------------------- What is the range of expenditures of the 10% of families with the lowest annual spending on food and drink ? P(X P((X-µ)/s < (c-5700)/1500)) =0.1 --> (c-5700)/1500) = -1.28 (check normal table) --> c= 5700 - 1.28*1500 =5700 - 1.28*1500 ------------------------------------------------------------------------------------------------------------- What percentage of families spend more than $7000 annually on food and drink ? P(X>7000) = P(Z>(7000-5700)/1500) = P(Z> 0.87) = 0.1922 (check normal table) ------------------------------------------------------------------------------------------------------------- What is the range of expenditures for the 5% of families with the highest annual spending on food and drink ? P(X P(Z< (c-5700)/1500) = 0.95 --> (c-5700)/1500 = 1.645 (check normal table) --> c =5700 + 1500*1.645 = 8167.5

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