A random sample of n = 16 scores is selected from a normal population with a mean of μ = 50. After a treatment is administered to the individuals in the sample, the sample mean is found to be M = 54. If the population standard deviation is σ = 8, is the sample mean sufficient to conclude that the treatment has a significant effect? Use a two-tailed test with α = .05. (Hint: Recall that the critical value for a two-tailed test with α = .05 is z < –1.96 or z > 1.96.) With σ = 8, z =    . You  ___   conclude that the treatment has a significant effect. If the population standard deviation is σ = 12, is the sample mean sufficient to conclude that the treatment has a significant effect? Use a two-tailed test with α = .05. With σ = 12, z =    . You  ____  conclude that the treatment has a significant effect.   Comparing your answers for the two cases you just tested, explain how the magnitude of the standard deviation influences the outcome of a hypothesis test. A larger standard deviation ____the likelihood of rejecting the null hypothesis.

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section10.5: Comparing Sets Of Data
Problem 14PPS
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Question
A random sample of n = 16 scores is selected from a normal population with a mean of μ = 50. After a treatment is administered to the individuals in the sample, the sample mean is found to be M = 54.
If the population standard deviation is σ = 8, is the sample mean sufficient to conclude that the treatment has a significant effect? Use a two-tailed test with α = .05. (Hint: Recall that the critical value for a two-tailed test with α = .05 is z < –1.96 or z > 1.96.)
With σ = 8, z =    . You  ___   conclude that the treatment has a significant effect.
If the population standard deviation is σ = 12, is the sample mean sufficient to conclude that the treatment has a significant effect? Use a two-tailed test with α = .05.
With σ = 12, z =    . You  ____  conclude that the treatment has a significant effect.
 
Comparing your answers for the two cases you just tested, explain how the magnitude of the standard deviation influences the outcome of a hypothesis test.
A larger standard deviation ____the likelihood of rejecting the null hypothesis.
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