In: Statistics and Probability
What price do farmers get for their watermelon crops? In the third week of July, a random sample of 44 farming regions gave a sample mean of x bar = $6.88 per 100 pounds of watermelon. Assume that σ is known to be $2.00 per 100 pounds.
(a) Find a 90% confidence interval for the population mean price (per 100 pounds) that farmers in this region get for their watermelon crop (in dollars). What is the margin of error (in dollars)? (For each answer, enter a number. Round your answers to two decimal places.) lower limit $ upper limit $ margin of error $
(b) Find the sample size necessary for a 90% confidence level with maximal error of estimate E = 0.35 for the mean price per 100 pounds of watermelon. (Enter a number. Round up to the nearest whole number.) farming regions
(c) A farm brings 15 tons of watermelon to market. Find a 90% confidence interval for the population mean cash value of this crop (in dollars). What is the margin of error (in dollars)? Hint: 1 ton is 2000 pounds. (For each answer, enter a number. Round your answers to two decimal places.) lower limit $ upper limit $ margin of error $
Solution :
Given that,
Point estimate = sample mean =
= $$6.88
Population standard deviation =
= $2.00
Sample size = n =44
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645
Margin of error = E = Z/2
* (
/n)
= 1.645 * (2.00 / 44
)
= 0.50
At 90% confidence interval estimate of the population mean
is,
- E <
<
+ E
6.88 - 0.50 <
< 6.88 + 0.50
6.38 <
< 7.38
( lower limit $6.38 , upper limit $ 7.38 )
(b)Solution :
Given that,
standard deviation =$2.00
Margin of error = E = $0.35
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645
sample size = n = [Z/2* / E] 2
n = ( 1.645 * 2.00 / 0.35)2
n =88.36
Sample size = n =88