A survey was conducted to determine whether hours of sleep per night are independent of age. A sample of individuals was asked to indicate the number of hours of sleep per night with categorical options: fewer than 6 hours, 6 to 6.9 hours. 7 to 7.9 hours, and 8 hours or more. Later in the survey, the individuals were asked to indicate their age with categorical options: age 39 or younger and age 40 or older. Sample data follow. Age Group Hours of Sleep 39 or younger 40 or older Fewer than 6 37 35 6 to 6.9 60 57 7 to 7.9 78 76 8 or more 65 92 (a) Conduct a test of independence to determine whether hours of sleep are independent of age. (b) What is your estimate of the percentages of individuals who sleep fewer than 6 hours, 6 to 6.9 hours, 7 to 7.9 hours, and 8 hours or more per night?
A survey was conducted to determine whether hours of sleep per night are independent of age. A sample of individuals was asked to indicate the number of hours of sleep per night with categorical options: fewer than 6 hours, 6 to 6.9 hours. 7 to 7.9 hours, and 8 hours or more. Later in the survey, the individuals were asked to indicate their age with categorical options: age 39 or younger and age 40 or older. Sample data follow. Age Group Hours of Sleep 39 or younger 40 or older Fewer than 6 37 35 6 to 6.9 60 57 7 to 7.9 78 76 8 or more 65 92 (a) Conduct a test of independence to determine whether hours of sleep are independent of age. (b) What is your estimate of the percentages of individuals who sleep fewer than 6 hours, 6 to 6.9 hours, 7 to 7.9 hours, and 8 hours or more per night?
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section: Chapter Questions
Problem 13PT
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Step 1 Part a
The computation is done as follow:
Hours of sleep | Age group | Observed frequencies (Oij) | Expected frequencies (Eij) | Eij-Oij | ||
Fewer than 6 | 39 or younger | 37 | 34.56 | 2.44 | 5.9536 | 0.172269 |
6 to 6.9 | 39 or younger | 60 | 56.16 | 3.84 | 14.7456 | 0.262564 |
7 to 7.9 | 39 or younger | 78 | 73.92 | 4.08 | 16.6464 | 0.225195 |
8 or more | 39 or younger | 65 | 75.36 | -10.36 | 107.3296 | 1.424225 |
Fewer than 6 | 40 or older | 35 | 37.44 | -2.44 | 5.9536 | 0.159017 |
6 to 6.9 | 40 or older | 57 | 60.84 | -3.84 | 14.7456 | 0.242367 |
7 to 7.9 | 40 or older | 76 | 80.08 | -4.08 | 16.6464 | 0.207872 |
8 or more | 40 or older | 92 | 81.64 | 10.36 | 107.3296 | 1.314669 |
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