7. Imagine you regress earnings of individuals on a constant, a binary variable ("Male") which takes on the value 1 for males and is 0 otherwise, and another binary variable ("Female ") which takes on the value 1 for females and is 0 otherwise Because females typically earn less than males, you would expect a) the coefficient for Male to have a positive sign, and for Female a negative sign b) the coefficient for Male to have a negative sign, and for Female a positive sign. c) none of the OLS estimators to exist because there is perfect multicollinearity. d) both the coefficient for Male and that for Female to have positive signs

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter1: Fundamental Concepts Of Algebra
Section1.2: Exponents And Radicals
Problem 92E
icon
Related questions
Question
7. Imagine you regress earnings of individuals on a constant, a binary variable
("Male") which takes on the value 1 for males and is 0 otherwise, and another binary
variable ("Female ") which takes on the value 1 for females and is 0 otherwise
Because females typically earn less than males, you would expect
a) the coefficient for Male to have a positive sign, and for Female a negative sign
b) the coefficient for Male to have a negative sign, and for Female a positive sign.
c) none of the OLS estimators to exist because there is perfect multicollinearity.
d) both the coefficient for Male and that for Female to have positive signs
Transcribed Image Text:7. Imagine you regress earnings of individuals on a constant, a binary variable ("Male") which takes on the value 1 for males and is 0 otherwise, and another binary variable ("Female ") which takes on the value 1 for females and is 0 otherwise Because females typically earn less than males, you would expect a) the coefficient for Male to have a positive sign, and for Female a negative sign b) the coefficient for Male to have a negative sign, and for Female a positive sign. c) none of the OLS estimators to exist because there is perfect multicollinearity. d) both the coefficient for Male and that for Female to have positive signs
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps

Blurred answer
Recommended textbooks for you
Algebra & Trigonometry with Analytic Geometry
Algebra & Trigonometry with Analytic Geometry
Algebra
ISBN:
9781133382119
Author:
Swokowski
Publisher:
Cengage
Linear Algebra: A Modern Introduction
Linear Algebra: A Modern Introduction
Algebra
ISBN:
9781285463247
Author:
David Poole
Publisher:
Cengage Learning
Algebra: Structure And Method, Book 1
Algebra: Structure And Method, Book 1
Algebra
ISBN:
9780395977224
Author:
Richard G. Brown, Mary P. Dolciani, Robert H. Sorgenfrey, William L. Cole
Publisher:
McDougal Littell