A     marketing     manager     conducted     a     study     to     determine     the     relationship     between     money    spent    on    advertising    (X)    and    company    sales    (Y).        The    study    consisted    of    8    companies    and    the    data     is    given    below    and    is    in    units    of    $1000s    (ie.    2.4    =    $2400.00) a. Report    dependent    and    independent    variables    in    this    study.     Independent    variable:    ________________________________________________________________ Dependent    variable:    __________________________________________________________________ Both    variables    are    what    type    of    data? [Circle    one:]            Numerical                            Categorical b. Write    out    the    linear    model/regression    equation    using    the    average    money    spent    on     advertising    to    predict    the    company    sales.        Do    not    round.   c. Find     the     predicted     value     of     company     sales     when     advertising     expenditure     is     $2200.00    (X=2.2).

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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A     marketing     manager     conducted     a     study     to     determine     the     relationship     between    
money    spent    on    advertising    (X)    and    company    sales    (Y).        The    study    consisted    of    8    companies    and    the    data    
is    given    below    and    is    in    units    of    $1000s    (ie.    2.4    =    $2400.00)

a. Report    dependent    and    independent    variables    in    this    study.    
Independent    variable:    ________________________________________________________________
Dependent    variable:    __________________________________________________________________
Both    variables    are    what    type    of    data? [Circle    one:]            Numerical                            Categorical
b. Write    out    the    linear    model/regression    equation    using    the    average    money    spent    on    
advertising    to    predict    the    company    sales.        Do    not    round.  
c. Find     the     predicted     value     of     company     sales     when     advertising     expenditure     is    
$2200.00    (X=2.2).   

2.4 1.6 2.0 2.6 1.4
225 184 220 240
The following information was calculated using R:
Parameter
Intercept
Slope
X:
Y:
Estimate
104.062
50.730
Standard Error
14.845
180
9.259
1.6 2.0 2.2
184 186
215
a.
R-squared 0.8340
Transcribed Image Text:2.4 1.6 2.0 2.6 1.4 225 184 220 240 The following information was calculated using R: Parameter Intercept Slope X: Y: Estimate 104.062 50.730 Standard Error 14.845 180 9.259 1.6 2.0 2.2 184 186 215 a. R-squared 0.8340
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