d) Did the estimated regression equation provide a good fit? Explain. e) Use the estimated regression equation developed in part (b) to develop a 95% confidence interval for the expected number of days absent for employees living 7 miles from the company.
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
Cautions: DO NOT use a
![d) Did the estimated regression equation provide a good fit? Explain.
e) Use the estimated regression equation developed in part (b) to develop a 95%
confidence interval for the expected number of days absent for employees living 7
miles from the company,](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb58b4847-89d0-4ed8-a609-80412b5b8291%2Fa093793d-ab93-49f3-970c-ad9801fa28d3%2Fxenncr_processed.png&w=3840&q=75)
![1. A sociologist was hired by a large city hospital to investigate the relationship between the
number of unauthorized days that employees are absent per year and the distance (miles)
between home and work for the employees. A sample of 10 cmployees was chosen, and
the following data were collected.
Employee
Distance to
Number of Days Absent
Work
2
7
5
5
7
4
7
8
7
9
3
7
13
4
8.
14
2
14
4
10
18
2](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb58b4847-89d0-4ed8-a609-80412b5b8291%2Fa093793d-ab93-49f3-970c-ad9801fa28d3%2F3u84e2_processed.png&w=3840&q=75)
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