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Suppose You Are a Potential College Student That Is Interested

question 13

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Suppose you are a potential college student that is interested in determining whether it is worthwhile to declare a certain major.In an effort to find the answer,you collect data on 1,247 college who majored in HUMANITIES,SCIENCE,ENGINEERING,or ENGLISH and you estimate the sample regression function (standard errors in parentheses) log Sala^ryi=32,473.81+0.03GPAi+0.02 log StudyHours (1,002.97)(0.0005)(0.00003)+0.01 Science i+0.08 Engineering i+0.02 English i(0.02)(0.025)(0.001)\begin{array} { lllll } \log~ \widehat {Sala}ry _{i}=&32,473.81+&0.03 \mathrm{GPA}_{i}+&0.02 \text { log StudyHours }\\&( 1,002.97 )& ( 0.0005 ) & ( 0.00003 ) \\&+ 0.01 \text { Science } _ { i } +& 0.08 \text { Engineering } _ { i } +& 0.02 \text { English } _ { i } \\&( 0.02 ) &( 0.025 )&(0.001) \\\end{array}
a)Interpret the coefficient estimate on GPA.Is this estimate statistically significant at a 5% level? Economically significant?
b)Interpret the coefficient estimate on Study Hours.Is this estimate statistically significant at the 5% level? Economically significant?
c)Interpret the coefficient estimates on SCIENCE,ENGINEERING,and ENGLISH.Are these estimates statistically significant at the 5% level? Economically significant?
d)Do you believe this is a reasonable model if you are interested in how GPA and Study hours affect Salaries? Why or why not?


Definitions:

Multiple Subsidiary

Refers to scenarios where a parent company owns more than one subsidiary, each operating as a separate entity but controlled by the parent.

Indirect Acquisition

The process of obtaining control over a company by acquiring another entity that already holds a controlling interest in the target company.

Ownership Interest

A legal or equitable right or stake in an entity, often represented by shares or units, giving the holder a claim on part of the entity's assets and earnings.

Shares

Units of ownership interest in a corporation or financial asset that provide for an equal distribution in any profits, if any are declared, in the form of dividends.

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