The following is a regression of credit scores based on an individual's age, income, their location (whether they are in the North, South, East or West part of the U.S.) and whether they are a female or a male. The location dummies are North, South and East and the gender dummy is Female. Intercept Age Income North South East Female Coefficients 477.481 2.858 0.024 Which of the following is true? 11.158 13.247 33.946 17.080 A and C B and C Standard Error 44.896 0.907 0.023 3.635 2.834 23.332 14.338 t Stat 10.635 3.153 1.036 3.070 4.674 1,455 1.191 P-value A. Females' credit scores will be 17.08 points greater than males' credit scores, on average, all else equal. 0.000 0.003 0.305 0.003 0.002 0.152 0.239 B. Every additional female will increase the income by 17.08, all else equal. OC. Every additional dollar of income will increase the credit score by .024, all else equal.

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
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Chapter4: Equations Of Linear Functions
Section4.6: Regression And Median-fit Lines
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The following is a regression of credit scores based on an individual's age, income, their location (whether they are
in the North, South, East or West part of the U.S.) and whether they are a female or a male. The location dummies
are North, South and East and the gender dummy is Female.
Intercept
Age
Income
North
South
East
Female
Which of the following is true?
Coefficients
477.481
2.858
0.024
11.158
13.247
33.946
17.080
A and C
Standard Error
44.896
0.907
0.023
3.635
2.834
23.332
14.338
B and C
t Stat
10.635
3.153
1.036
3.070
4.674
1,455
1.191
P-value
A. Females' credit scores will be 17.08 points greater than males' credit scores,
on average, all else equal.
0.000
0.003
0.305
0.003
0.002
0.152
0.239
B. Every additional female will increase the income by 17.08, all else equal.
OC. Every additional dollar of income will increase the credit score by .024, all else
equal.
Transcribed Image Text:The following is a regression of credit scores based on an individual's age, income, their location (whether they are in the North, South, East or West part of the U.S.) and whether they are a female or a male. The location dummies are North, South and East and the gender dummy is Female. Intercept Age Income North South East Female Which of the following is true? Coefficients 477.481 2.858 0.024 11.158 13.247 33.946 17.080 A and C Standard Error 44.896 0.907 0.023 3.635 2.834 23.332 14.338 B and C t Stat 10.635 3.153 1.036 3.070 4.674 1,455 1.191 P-value A. Females' credit scores will be 17.08 points greater than males' credit scores, on average, all else equal. 0.000 0.003 0.305 0.003 0.002 0.152 0.239 B. Every additional female will increase the income by 17.08, all else equal. OC. Every additional dollar of income will increase the credit score by .024, all else equal.
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