In: Statistics and Probability
What price do farmers get for their watermelon crops? In the third week of July, a random sample of 41 farming regions gave a sample mean of x = $6.88 per 100 pounds of watermelon. Assume that σ is known to be $1.90 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. What is the margin of error? (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 = 0.31 for the mean price per
100 pounds of watermelon. (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. What is the margin of error? Hint: 1 ton is 2000
pounds. (Round your answers to two decimal places.)
lower limit | $ |
upper limit | $ |
margin of error | $ |
a)
SE= σ / √n =0.2967
. margin of error is n = Z α/2 * SE = 1.645 *0.2967 = 0.49
lower limit $6.39
.upper limit $7.37
margin of error $0.49
b) Sample size
n = ( Z α/2 * σ / E)^2
= (1.645 * 1.90/0.31)^2
= 101.65
= 102
c) Given 1 ton = 2000 pounds Therefore:
15 ton = 30,000 pounds=300 hundred pounds
Mean price would be X =300(6.88)=$2064
Standard deviation in price would be σ =300(1.90)=$570
and n=41
The margin of error is:
E = z * σ / √n
= 1.645*(570 / √41)
= 146.43
= 146
The 90% confidence interval is:
X ± E = 2064 ±146.43
= 1917.57 , 2210.43