In the essay box, clearly answer questions 1-5 below: 1. Is this conducting a one-sided test or a two-sided test? 2. What is the estimate of the difference in intended miles used between males and females? 3. Calculate the standard error of the difference in mileage. 4. What is the value of the correct p-value? 5. Does the evidence support that there is a difference in the mean mileage between males and females? Explain using the correct statistical evidence from the output and state your conclusion in terms of the research question.

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section10.6: Summarizing Categorical Data
Problem 10CYU
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QUESTION 14
CardioGood Fitness Treadmill Products Data
The market research team at CardioGood Fitness retail store wants to investigate whether there are differences across the product lines
of treadmills sold; TM195 (low-end model), TM498 (medium grade model) and TM798 (high-end model) with respect to customer
characteristics. The team decides to collect data on individuals who purchased a treadmill at a CardioGood Fitness retail store during
the past three months. One question the team is interested in is if there is a difference in the miles of intended use of the treadmill
between males and Females.
t-Test: Two-Sample Assuming Unequal Variances MaleMiles Female Miles
Mean
112.81
89.99
Variance
2991.43
2006.76
Observations
104
76
Hypothesized Mean Difference
df
176
t Stat
3.0732
P(T<=t) one-tail
0.0012
t Critical one-tail
1.6536
P(T<=t) two-tail
0.0025
t Critical two-tail
1.9735
In the essay box, clearly answer questions 1-5 below:
1. Is this conducting a one-sided test or a two-sided test?
2. What is the estimate of the difference in intended miles used between males and females?
3. Calculate the standard error of the difference in mileage.
4. What is the value of the correct p-value?
5. Does the evidence support that there is a difference in the mean mileage between males and females? Explain using the correct
statistical evidence from the output and state your conclusion in terms of the research question.
Transcribed Image Text:QUESTION 14 CardioGood Fitness Treadmill Products Data The market research team at CardioGood Fitness retail store wants to investigate whether there are differences across the product lines of treadmills sold; TM195 (low-end model), TM498 (medium grade model) and TM798 (high-end model) with respect to customer characteristics. The team decides to collect data on individuals who purchased a treadmill at a CardioGood Fitness retail store during the past three months. One question the team is interested in is if there is a difference in the miles of intended use of the treadmill between males and Females. t-Test: Two-Sample Assuming Unequal Variances MaleMiles Female Miles Mean 112.81 89.99 Variance 2991.43 2006.76 Observations 104 76 Hypothesized Mean Difference df 176 t Stat 3.0732 P(T<=t) one-tail 0.0012 t Critical one-tail 1.6536 P(T<=t) two-tail 0.0025 t Critical two-tail 1.9735 In the essay box, clearly answer questions 1-5 below: 1. Is this conducting a one-sided test or a two-sided test? 2. What is the estimate of the difference in intended miles used between males and females? 3. Calculate the standard error of the difference in mileage. 4. What is the value of the correct p-value? 5. Does the evidence support that there is a difference in the mean mileage between males and females? Explain using the correct statistical evidence from the output and state your conclusion in terms of the research question.
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