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In Order to Determine Whether or Not the Number of Automobiles

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In order to determine whether or not the number of automobiles sold per day (y) is related to price (x1 in $1,000), and the number of advertising spots (x2), data were gathered for 7 days. Part of the Excel output is shown below.
In order to determine whether or not the number of automobiles sold per day (y) is related to price (x<sub>1</sub> in $1,000), and the number of advertising spots (x<sub>2</sub>), data were gathered for 7 days. Part of the Excel output is shown below.     a.Determine the least squares regression function relating y to x<sub>1</sub> and x<sub>2</sub>. b.If the company charges $20,000 for each car and uses 10 advertising spots, how many cars would you expect them to sell in a day? c.At <font face= symbol ></font> = 0.05, test to determine if the fitted equation developed in Part a represents a significant relationship between the independent variables and the dependent variable. d.At <font face= symbol ></font> = 0.05, test to see if <font face= symbol ></font><sub>1</sub> is significantly different from zero. e.Determine the multiple coefficient of determination.
a.Determine the least squares regression function relating y to x1 and x2.
b.If the company charges $20,000 for each car and uses 10 advertising spots, how many cars would you expect them to sell in a day?
c.At = 0.05, test to determine if the fitted equation developed in Part a represents a significant relationship between the independent variables and the dependent variable.
d.At = 0.05, test to see if 1 is significantly different from zero.
e.Determine the multiple coefficient of determination.


Definitions:

Primary Key Field

A unique identifier for each record in a database table, ensuring that each entry is distinct.

Column Headings

The labels or titles displayed at the top of each column in tables or spreadsheets, used to identify the type of data contained in the column.

Relational Database

A Relational Database is a type of database that stores and provides access to data points that are related to one another.

One-to-many Relationships

A database connection where one record from a table is associated with several records in a different table.

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