In: Statistics and Probability
Has the consumption of red meat decreased over the last 10
years? A researcher selected hospital nutrition records for 400
subjects surveyed 10 years ago and compared the average amount of
beef consumed per year to amounts consumed by an equal number of
subjects interviewed this year. The data are given in the
table.
Ten Years Ago This Year
Sample Mean 71 64
Sample Standard Deviation 20 26
(a) Find the test statistic and the p-value. (Round your test statistic to two decimal places and your p-value to four decimal places.)
z =
p-value =
(b) Find a 99% lower confidence bound for the difference (ten years ago − this year) in the average per-capita beef consumptions for the two groups. (Round your answer to two decimal places.)
10 year ago | this year | ||
x1 = | 71.00 | x2 = | 64.00 |
n1 = | 400 | n2 = | 400 |
σ1 = | 20.00 | σ2 = | 26.00 |
a)
std error σx1-x2=√(σ21/n1+σ22/n2) = | 1.640 | ||
test stat z =(x1-x2-Δo)/σx1-x2 =(71-64)/1.640 = | 4.27 |
p value =0.0000
b)
Point estimate of differnce '=x1-x2 = | 7.000 | ||
for 99 % CI value of z= | 2.576 | ||
margin of error E=z*std error = | 4.225 | ||
lower bound=(x1-x2)-E = | 2.78 | ||
Upper bound=(x1-x2)+E = | 11.22 | ||
from above 99% confidence interval for population mean =(2.78 ,11.22) |
(please try 2.77 ,11.23 if this comes wrong)