The regression output below shows the relation between exam score and gender (coded as "0" for male and "1" for female). What is the correct interpretation of the slope coefficient gender? Intercept Gender Coefficientsandard Err t Stat 71.25 5.59799 12.7278 5.3E-05 18.75 8.55107 2.19271 0.07982 P-value

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The regression output below shows the relation between exam score and
gender (coded as "0" for male and "1" for female). What is the correct
interpretation of the slope coefficient gender?
Intercept
Gender
Coefficientsandard Err
t Stat
P-value !
71.25 5.59799
12.7278
5.3E-05
18.75 8.55107 2.19271 0.07982
When gender increases by 1, the exam score is estimated to increase by
18.75
The exam score is estimated to increase by 18.75 when the person taking
the exam is a female
The exam score is estimated to increase by 18.75 when the person taking
the exam is a male
None of the above
Transcribed Image Text:The regression output below shows the relation between exam score and gender (coded as "0" for male and "1" for female). What is the correct interpretation of the slope coefficient gender? Intercept Gender Coefficientsandard Err t Stat P-value ! 71.25 5.59799 12.7278 5.3E-05 18.75 8.55107 2.19271 0.07982 When gender increases by 1, the exam score is estimated to increase by 18.75 The exam score is estimated to increase by 18.75 when the person taking the exam is a female The exam score is estimated to increase by 18.75 when the person taking the exam is a male None of the above
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