Multiple linear regression is used to analyse the effect of a number of independent variables (ISO9000 certification, number of employees, sales, FDI dummy, and age of company) on the dependent variable (profit of a company). The following tables are multiple linear regression output. 1) Is there a linear relationship between the dependent variable and all the independent variables as a group? Give your evidence. Click or tap here to enter text. 2) What percentage of variance (Coefficient of Determination) of company profit is explained by the five independent variables as a group? Value of coefficient of determination: Click or tap here to enter text. 3) Please identify the independent variables that have relationships with profit of a company. Click or tan here to enter text

Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
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ISBN:9781337111348
Author:Bruce Crauder, Benny Evans, Alan Noell
Publisher:Bruce Crauder, Benny Evans, Alan Noell
Chapter3: Straight Lines And Linear Functions
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Multiple linear regression is used to analyse the effect of a number of independent variables
(ISO9000 certification, number of employees, sales, FDI dummy, and age of company) on the
dependent variable (profit of a company). The following tables are multiple linear regression
output.
1) Is there a linear relationship between the dependent variable and all the independent
variables as a group? Give your evidence.
Click or tap here to enter text.
2) What percentage of variance (Coefficient of Determination) of company profit is explained
by the five independent variables as a group?
Value of coefficient of determination: Click or tap here to enter text.
3) Please identify the independent variables that have relationships with profit of a company.
Click or tan here to enter text
Transcribed Image Text:Multiple linear regression is used to analyse the effect of a number of independent variables (ISO9000 certification, number of employees, sales, FDI dummy, and age of company) on the dependent variable (profit of a company). The following tables are multiple linear regression output. 1) Is there a linear relationship between the dependent variable and all the independent variables as a group? Give your evidence. Click or tap here to enter text. 2) What percentage of variance (Coefficient of Determination) of company profit is explained by the five independent variables as a group? Value of coefficient of determination: Click or tap here to enter text. 3) Please identify the independent variables that have relationships with profit of a company. Click or tan here to enter text
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