To Examine the Differences Between Salaries of Male and Female

question 93

Multiple Choice

To examine the differences between salaries of male and female middle managers of a large bank,90 individuals were randomly selected,and two models were created with the following variables considered: Salary = the monthly salary (excluding fringe benefits and bonuses) ,
Educ = the number of years of education,
Exper = the number of months of experience,
Train = the number of weeks of training,
Gender = the gender of an individual;1 for males,and 0 for females.
Excel partial outputs corresponding to these models are available and shown below.
Model A: Salary = β₀ + β₁ Educ + β₂ Exper + β₃ Train + β₄ Gender + ε Model B: Salary = β₀ + β₁ Educ + β₂ Exper + β₃ Gender + ε A group of female managers considers a discrimination lawsuit if on average their salaries can be statistically proven to be lower by more than $500 than the salaries of their male peers with the same level of education and experience.Using Model B,what is the alternative hypothesis for testing the lawsuit condition?

• A) H_A: β₃ ≤ 500
• B) H_A: β₃< 500
• C) H_A: β₃ ≠ 500
• D) H_A: β₃ > 500

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Definitions:

Growth Hormone

A peptide hormone that stimulates growth, cell reproduction, and cell regeneration in humans and other animals.

Triiodothyronine

A thyroid hormone, also known as T3, that plays an important role in the body's control of metabolism.

Anterior Pituitary

A part of the pituitary gland responsible for releasing hormones that regulate various bodily functions, including growth, metabolism, and reproduction.

Hypothalamus

A region of the brain responsible for the regulation of certain metabolic processes and other activities of the autonomic nervous system.