Overall rating. Overall Itineraries 94.4 94.6 93.0 96.7 nal Geographic Endeavor 92.9 urn Sojourn 91.3 90.5 90.3 90.2 89.9 89.4 89.2 89.2 urn Odyssey urn Pride Gauguin urn Legend urn Spirit - Explorer - Spirit a Seas Navigator Whisperer onal Geographic Explorer - Cloud rity Xpedition Shadow r Wind 89.1 88.7 87.2 87.2 86.6 86.2 86.1 86.1 85.2 100.0 88.6 95.1 92.5 96.0 92.6 94.7 90.6 90.9 93.1 92.6 93.1 91.0 94.4 95.5 94.9 92.1 93.5 Excursions 90.9 84.2 100.0 94.8 87.9 82.1 86.3 92.6 85.9 83.3 82.0 93.1 78.3 91.7 75.0 78.1 77.4 76.5 72.3 77.4 9 9 8 9 9 9 9 & 9 9 & 8 9 7 8 9 9 9 8 9 ream II Star Surf Spirit p has the best overall rating? ression with y = overall satisfaction rating and the other three variables as the s to answer the following. ariable has the strongest impact on Overall Satisfaction? nore of these variables negatively affects Overall Satisfaction. ression passes a residual analysis. the rating of a shin with Itinerary Score Excursion Score - Food Score - 90 O True O True

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 26PFA
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Question
4. Consider the following data set on the top 20 small cruise ships in the world as of 2012. The 4 primary
variables are ratings (scores) from passenger surveys. A score of 100 is a perfect score. The ships were rated
on the quality of their on-ship activities (Itineraries), off-ship activities (Excursions), and food. They were
also given an overall rating.
Ship
Seabourn Odyssey
Seabourn Pride
National Geographic Endeavor
Seabourn Sojourn
Paul Gauguin
Seabourn Legend
Seabourn Spirit
Silver Explorer
Silver Spirit
Seven Seas Navigator
Silver Whisperer
National Geographic Explorer
Silver Cloud
Celebrity Xpedition
Silver Shadow
Silver Wind
SeaDream II
Wind Star
Wind Surf
Wind Spirit
Overall
94.4
93.0
92.9
91.3
90.5
90.3
90.2
89.9
89.4
89.2
89.2
89.1
88.7
87.2
87.2
86.6
86.2
86.1
86.1
85.2
Itineraries
94.6
96.7
100.0
88.6
95.1
92.5
96.0
92.6
94.7
90.6
90.9
93.1
92.6
93.1
91.0
94.4
95.5
94.9
92.1
93.5
4
Excursions
90.9
84.2
100.0
94.8
87.9
82.1
86.3
92.6
85.9
83.3
82.0
93.
78.3
91.7
75.0
78.1
77.4
76.5
72.3
77.4
Food
97.8
96.7
88.5
97.1
91.2
98.8
92.0
88.9
90.8
90.5
88.6
89.
91.3
73.6
89.7
91.6
90.9
91.5
89.3
91.9
(a) Which ship has the best overall rating?
(b) Run a regression with y = overall satisfaction rating and the other three variables as the variables.
Use the results to answer the following.
(b-1) Which variable has the strongest impact on Overall Satisfaction?
(b-2) One or more of these variables negatively affects Overall Satisfaction.
(b-3) This regression passes a residual analysis.
O True
(b-4) Predict the rating of a ship with Itinerary Score Excursion Score = Food Score = 90.
(b-5) What business decision(s) would you make if you were in charge of one of these cruise ships after seeing
these regression results?
True
O False
O False
Transcribed Image Text:4. Consider the following data set on the top 20 small cruise ships in the world as of 2012. The 4 primary variables are ratings (scores) from passenger surveys. A score of 100 is a perfect score. The ships were rated on the quality of their on-ship activities (Itineraries), off-ship activities (Excursions), and food. They were also given an overall rating. Ship Seabourn Odyssey Seabourn Pride National Geographic Endeavor Seabourn Sojourn Paul Gauguin Seabourn Legend Seabourn Spirit Silver Explorer Silver Spirit Seven Seas Navigator Silver Whisperer National Geographic Explorer Silver Cloud Celebrity Xpedition Silver Shadow Silver Wind SeaDream II Wind Star Wind Surf Wind Spirit Overall 94.4 93.0 92.9 91.3 90.5 90.3 90.2 89.9 89.4 89.2 89.2 89.1 88.7 87.2 87.2 86.6 86.2 86.1 86.1 85.2 Itineraries 94.6 96.7 100.0 88.6 95.1 92.5 96.0 92.6 94.7 90.6 90.9 93.1 92.6 93.1 91.0 94.4 95.5 94.9 92.1 93.5 4 Excursions 90.9 84.2 100.0 94.8 87.9 82.1 86.3 92.6 85.9 83.3 82.0 93. 78.3 91.7 75.0 78.1 77.4 76.5 72.3 77.4 Food 97.8 96.7 88.5 97.1 91.2 98.8 92.0 88.9 90.8 90.5 88.6 89. 91.3 73.6 89.7 91.6 90.9 91.5 89.3 91.9 (a) Which ship has the best overall rating? (b) Run a regression with y = overall satisfaction rating and the other three variables as the variables. Use the results to answer the following. (b-1) Which variable has the strongest impact on Overall Satisfaction? (b-2) One or more of these variables negatively affects Overall Satisfaction. (b-3) This regression passes a residual analysis. O True (b-4) Predict the rating of a ship with Itinerary Score Excursion Score = Food Score = 90. (b-5) What business decision(s) would you make if you were in charge of one of these cruise ships after seeing these regression results? True O False O False
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