Consider an estimated regression explaining the salaries of CEOS(in millions of dollars) in terms of annual fırm sales (in millions of dollars), return on equity (roe in percentage form), and return on fırm's stock (ros, in percentage form) : log(salary) = 4.32 + 0.018sales + 0.0174roe + 0.00024ros How would you interpret the estimated coefficient of sales ? When sales increase by 1 million dollars, CEOS' salary is expected to increase by 0.018%. When sales increase by 1 million dollars, CEOS' salary is expected to increase by 1.8%. When sales increase by 1%, CEOS' salary is expected to increase 0.18%. When sales increase by 100%, CEOS' salary is expected to increase 0.18%.

College Algebra
1st Edition
ISBN:9781938168383
Author:Jay Abramson
Publisher:Jay Abramson
Chapter6: Exponential And Logarithmic Functions
Section6.8: Fitting Exponential Models To Data
Problem 2TI: Sales of a video game released in the year 2000 took off at first, but then steadily slowed as time...
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Consider an estimated regression explaining the salaries of CEOS(in millions of dollars) in terms of
annual firm sales (in millions of dollars), return on equity (roe in percentage form), and return on
fırm's stock (ros, in percentage form) :
log(salary) = 4.32 + 0.018sales + 0.0174roe + 0.00024ros
How would you interpret the estimated coefficient of sales ?
When sales increase by 1 million dollars, CEOS' salary is expected to increase
by 0.018%.
When sales increase by 1 million dollars, CEOS' salary is expected to increase
by 1.8%.
When sales increase by 1%, CEOS' salary is expected to increase 0.18%.
When sales increase by 100%, CEOS' salary is expected to increase 0.18%.
Transcribed Image Text:Consider an estimated regression explaining the salaries of CEOS(in millions of dollars) in terms of annual firm sales (in millions of dollars), return on equity (roe in percentage form), and return on fırm's stock (ros, in percentage form) : log(salary) = 4.32 + 0.018sales + 0.0174roe + 0.00024ros How would you interpret the estimated coefficient of sales ? When sales increase by 1 million dollars, CEOS' salary is expected to increase by 0.018%. When sales increase by 1 million dollars, CEOS' salary is expected to increase by 1.8%. When sales increase by 1%, CEOS' salary is expected to increase 0.18%. When sales increase by 100%, CEOS' salary is expected to increase 0.18%.
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