A manufacturer of cases for sound equipment requires drilling holes for metal screws. The drill bits wear out and must be replaced; there is expense not only in the cost of the bits but also for lost production. Engineers varied the rotation speed of the drill and measured the life- time y of four bits at each of five speeds. Speed Lifetime 60 4.6 60 3.8 60 4.9 60 4.5 80 4.7 80 5.8 80 5.5 80 5.4 100 5 100 4.5 100 3.2 100 4.8 120 4.1 120 4.5 120 4 120 3.8 140 3.6 140 3 140 3.5 140 3.4 Create a scatterplot of the data. Does there appear to be a relation? Does it appear to be linear? Regardless fit a simple linear regression model to the data. What can you say about the fit of the model to the data? Is there any evident outlier
. Remove this observation and fit the regression model again. Is it improving the model f
A manufacturer of cases for sound equipment requires drilling holes for metal screws. The drill bits wear out and must be replaced; there is expense not only in the cost of the bits but also for lost production. Engineers varied the rotation speed of the drill and measured the life- time y of four bits at each of five speeds. Speed Lifetime 60 4.6 60 3.8 60 4.9 60 4.5 80 4.7 80 5.8 80 5.5 80 5.4 100 5 100 4.5 100 3.2 100 4.8 120 4.1 120 4.5 120 4 120 3.8 140 3.6 140 3 140 3.5 140 3.4 Create a scatterplot of the data. Does there appear to be a relation? Does it appear to be linear? Regardless fit a simple linear regression model to the data. What can you say about the fit of the model to the data? Is there any evident outlier . Remove this observation and fit the regression model again. Is it improving the model f
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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A manufacturer of cases for sound equipment requires drilling holes for metal screws. The drill bits wear out and must be replaced; there is expense not only in the cost of the bits but also for lost production. Engineers varied the rotation speed of the drill and measured the life- time y of four bits at each of five speeds.
Speed | Lifetime |
60 | 4.6 |
60 | 3.8 |
60 | 4.9 |
60 | 4.5 |
80 | 4.7 |
80 | 5.8 |
80 | 5.5 |
80 | 5.4 |
100 | 5 |
100 | 4.5 |
100 | 3.2 |
100 | 4.8 |
120 | 4.1 |
120 | 4.5 |
120 | 4 |
120 | 3.8 |
140 | 3.6 |
140 | 3 |
140 | 3.5 |
140 | 3.4 |
-
- Create a scatterplot of the data. Does there appear to be a relation? Does it appear to be linear?
- Regardless fit a simple linear regression model to the data. What can you say about the fit of the model to the data?
- Is there any evident outlier . Remove this observation and fit the regression model again. Is it improving the model f
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