In: Statistics and Probability
A researcher compares the effectiveness of two different instructional methods for teaching physiology. A sample of 54 students using Method 1 produces a testing average of 51.7. A sample of 90 students using Method 2 produces a testing average of 56.8. Assume that the population standard deviation for Method 1 is 7.35, while the population standard deviation for Method 2 is 16.72. Determine the 80% confidence interval for the true difference between testing averages for students using Method 1 and students using Method 2.
Step 1 of 3: Find the point estimate for the true difference
between the population means.
Step 2 of 3: Calculate the margin of error of a confidence interval
for the difference between the two population means. Round your
answer to six decimal places.
Step 3 of 3: Construct the 80% confidence interval. Round your
answers to one decimal place.
1)
the point estimate for the true difference between the
population means = 51.7 - 56.8 = -5.10
2)
Pooled Variance
sp = sqrt(s1^2/n1 + s2^2/n2)
sp = sqrt(54.0225/54 + 279.5584/90)
sp = 2.0265
Given CI level is 0.8, hence α = 1 - 0.8 = 0.2
α/2 = 0.2/2 = 0.1, zc = z(α/2, df) = 1.28
Margin of Error
ME = zc * sp
ME = 1.28 * 2.0265
ME = 2.593920
3)
CI = (x1bar - x2bar - tc * sp , x1bar - x2bar + tc *
sp)
CI = (51.7 - 56.8 - 1.28 * 2.0265 , 51.7 - 56.8 - 1.28 *
2.0265
CI = (-7.7 , -2.5)