Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

An independent researcher is interested in finding out whether there exists a positive relationship between the number of years of formal education received by an

image text in transcribed An independent researcher is interested in finding out whether there exists a positive relationship between the number of years of formal education received by an individual and the number of years of formal education received by each of his parents. It is assumed that the number of years of formal education received by one parent of an individual is positively correlated with that of the other parent. The researcher randomly selects 130 individuals and estimates the following regression function: Y^i=7+0.56Xi where Yi denotes the number of years of formal education received by the Ith individual and Xi denotes the number of years of formal education received by the ith individual's father. Since the researcher only incorporates the educational attainment of an individual's father in the regression, and not that of the individual's mother, omitted variable bias will occur. Which of the following statements correctly describes the omitted variable bias? A. Omitted variable bias arises when the variance of the conditional distribution of error term is not constant and depends on the omitted variable. B. Omitted variable bias arises when the omitted variable is correlated with a regressor and is a determinant of the dependent variable. C. Omitted variable bias arises when the omitted variable is a determinant of the independent variable but not of the dependent variable. D. Omitted variable bias arises when the omitted variable is correlated with the error term and is a determinant of a regressor. Suppose the researcher somehow discovers that the values of the population slope (1), the standard deviation of the regressor (X), the standard deviation of the error term (U), and the correlation between the error term and the regressor (XU) are 0.32,0.55,0.34,0.47, respectively. As the sample size increases, the value to which the slope estimator will converge to with high probability is (Round your answer to two decimal places.) In this case, the direction of the omitted variable bias is

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

CFP Board Financial Planning Competency Handbook

Authors: CFP Board

2nd Edition

1119094968, 978-1119094968

More Books

Students also viewed these Finance questions