Question 3 Suppose you have a model: wage; = a, + a,educ; + azIQ; + azexper, + a,DM; + a;DF; + a,DE; + €l where: wage .. annual wage the individual earns in £ educ .. years of education IQ ... IQ level exper ... years of on-the-job experience .. dummy, equal to one for males and zero for females .. dummy, equal to one for French-only speakers and zero otherwise ... dummy, equal to one for English-only speakers and zero otherwise ... represents the error term DM DF DE . Suppose further that you have a sample of n individuals who speak only French, only English, or are bilingual. a) What would you expect the sign of a1, az and az to be and why? b) Explain why a dummy equal to one for bilingual people and zero otherwise is not included in the model. c) Explain how you would test for discrimination against females (in the sense that ceteris paribus females earn less than males). Be specific: state the hypothesis, give the test statistic and conclude.

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Question 3
Suppose you have a model:
wage; = a, + a,educ; + azIQ; + azexper, + a,DM; + «;DF; + a,DE; + €l
where:
wage .. annual wage the individual earns in £
educ .. years of education
IQ
... IQ level
eXper ... years of on-the-job experience
DM
DF
.. dummy, equal to one for males and zero for females
.. dummy, equal to one for French-only speakers and zero otherwise
... dummy, equal to one for English-only speakers and zero otherwise
DE
... represents the error term
Suppose further that you have a sample of n individuals who speak only French, only
English, or are bilingual.
a) What would you expect the sign of a1, az and az to be and why?
b) Explain why a dummy equal to one for bilingual people and zero otherwise is
not included in the model.
c) Explain how you would test for discrimination against females (in the sense that
ceteris paribus females earn less than males). Be specific: state the hypothesis,
give the test statistic and conclude.
Transcribed Image Text:Question 3 Suppose you have a model: wage; = a, + a,educ; + azIQ; + azexper, + a,DM; + «;DF; + a,DE; + €l where: wage .. annual wage the individual earns in £ educ .. years of education IQ ... IQ level eXper ... years of on-the-job experience DM DF .. dummy, equal to one for males and zero for females .. dummy, equal to one for French-only speakers and zero otherwise ... dummy, equal to one for English-only speakers and zero otherwise DE ... represents the error term Suppose further that you have a sample of n individuals who speak only French, only English, or are bilingual. a) What would you expect the sign of a1, az and az to be and why? b) Explain why a dummy equal to one for bilingual people and zero otherwise is not included in the model. c) Explain how you would test for discrimination against females (in the sense that ceteris paribus females earn less than males). Be specific: state the hypothesis, give the test statistic and conclude.
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