Homework Help is Here – Start Your Trial Now!
Math
Statistics
Examine the effect of gender on annual salary, controlling for age and experience factors using the attached data below: 1. Report the regression equation and assess the significance and fit of the estimated model: report and interpret the p-value of F-test, the coefficient of determination (R-squared), and the standard error of estimate. 2. Which explanatory variables are statistically significant at 5% level? 3. Interpret the slope coefficient for variables “age” and “experience”. 4. Interpret the slope coefficient of a dummy variable you choose for gender. Explain how this supports or rejects the findings you have established in the previous problem sets regarding the possible gender discrimination

Examine the effect of gender on annual salary, controlling for age and experience factors using the attached data below: 1. Report the regression equation and assess the significance and fit of the estimated model: report and interpret the p-value of F-test, the coefficient of determination (R-squared), and the standard error of estimate. 2. Which explanatory variables are statistically significant at 5% level? 3. Interpret the slope coefficient for variables “age” and “experience”. 4. Interpret the slope coefficient of a dummy variable you choose for gender. Explain how this supports or rejects the findings you have established in the previous problem sets regarding the possible gender discrimination

MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
See similar textbooks
icon
Related questions
Question

Examine the effect of gender on annual salary, controlling for age and experience factors using the attached data below:
1. Report the regression equation and assess the significance and fit of the estimated model: report and interpret the p-value of F-test, the coefficient of determination (R-squared), and the standard error of estimate.
2. Which explanatory variables are statistically significant at 5% level?
3. Interpret the slope coefficient for variables “age” and “experience”.
4. Interpret the slope coefficient of a dummy variable you choose for gender. Explain how this supports or rejects the findings you have established in the previous problem sets regarding the possible gender discrimination

 

Employee Annual Number Age Experience Training Training Cears) Cears) Level Gender Gender Salary 1 32,368 F 2 53,174|M 3 52,722|M 4 53,423|M 5 50,602|M 6 49,033İM 개 24,395|M 8 24,395|F 9| 43,124 M 10 23,975F 11 53,174|M 12 58,515|M 13 56,294|M 14 49,033|F 15 44,884|M 16 53,429|F 1개 46,574|M 18 58,968|F 19 53,174|M 20 53,627|M 21 49,033 M 22 54,981|M 23 62,530|M 24 27,525 F 25 24,395|M 26 56,884|M 2기 52,111/M 28; 44,183 F 29 24,967|F 30 35,423 F 31 41,188 F 32 27,525 F 33 35,018|M 34 44,183 M 35 35,423 M 36 49,033|M 3가 40,741|M 38 49,033|M 39 56,294|F 40 47,180|F 41 46,574|M 42 52,722|M 43 51,237|M 44! 53.627İM 45! 53.174.M 46 56,294|M 4개 49,033|F 48 49,033|M 49 55,549|M 50 51,237|M 51 35,200|F 52 50,175 F 53 24,352|F 54 27,525|F 55 29,606|F 56 24,352|F 5가 47,180|F 58 49,033|M 59 53,174|M 60 53,429F 61 53,627|M 62 26,491|F 63 42,961|M 64 53,174|M 65 37,292|M 66 37,292|M 6개 41,188|F 68 57,242|F 69 53,429 F 70 53,174|M 71 44,138 F dummy dummy 42 54 4개 4개 44 42 10 B 1아A 1B siB 10|A sja 6|A 30 52 48| 58| 46 36 4|A 10|B 10|B 1|A 49 5아 4개 10 B sjA 10|B 54 4개 기소 10 B 31A 50 31 10 A 5|A 1o 1o 56 38! 55 6|A 4|A 2|B 3|A 1|A 2|A 1A 47 1o to 35 35 39! 41! 44! 53! 47! vis 10|A 6|C sịc 2|A 42 4! **! 45 ! 56 ! sịc 2|B 38 58; 52 54 10 A 49 ! 10|B 10|B 9|A sic lic 53 ! 43 1 ! 35 56 38 1B 42 1o 1o 1o lo lo 1|A 3|A 4|B 1|A 35 40 34 35 45 10|A 10|A 기B 10|A 기소 3|B 54 47 to 45 4개 lo 46 36 45 이A 47 3|B 7ịc 6ịc 10B 2|B 34 45 1 1o 44 50! 38
Transcribed Image Text:Employee Annual Number Age Experience Training Training Cears) Cears) Level Gender Gender Salary 1 32,368 F 2 53,174|M 3 52,722|M 4 53,423|M 5 50,602|M 6 49,033İM 개 24,395|M 8 24,395|F 9| 43,124 M 10 23,975F 11 53,174|M 12 58,515|M 13 56,294|M 14 49,033|F 15 44,884|M 16 53,429|F 1개 46,574|M 18 58,968|F 19 53,174|M 20 53,627|M 21 49,033 M 22 54,981|M 23 62,530|M 24 27,525 F 25 24,395|M 26 56,884|M 2기 52,111/M 28; 44,183 F 29 24,967|F 30 35,423 F 31 41,188 F 32 27,525 F 33 35,018|M 34 44,183 M 35 35,423 M 36 49,033|M 3가 40,741|M 38 49,033|M 39 56,294|F 40 47,180|F 41 46,574|M 42 52,722|M 43 51,237|M 44! 53.627İM 45! 53.174.M 46 56,294|M 4개 49,033|F 48 49,033|M 49 55,549|M 50 51,237|M 51 35,200|F 52 50,175 F 53 24,352|F 54 27,525|F 55 29,606|F 56 24,352|F 5가 47,180|F 58 49,033|M 59 53,174|M 60 53,429F 61 53,627|M 62 26,491|F 63 42,961|M 64 53,174|M 65 37,292|M 66 37,292|M 6개 41,188|F 68 57,242|F 69 53,429 F 70 53,174|M 71 44,138 F dummy dummy 42 54 4개 4개 44 42 10 B 1아A 1B siB 10|A sja 6|A 30 52 48| 58| 46 36 4|A 10|B 10|B 1|A 49 5아 4개 10 B sjA 10|B 54 4개 기소 10 B 31A 50 31 10 A 5|A 1o 1o 56 38! 55 6|A 4|A 2|B 3|A 1|A 2|A 1A 47 1o to 35 35 39! 41! 44! 53! 47! vis 10|A 6|C sịc 2|A 42 4! **! 45 ! 56 ! sịc 2|B 38 58; 52 54 10 A 49 ! 10|B 10|B 9|A sic lic 53 ! 43 1 ! 35 56 38 1B 42 1o 1o 1o lo lo 1|A 3|A 4|B 1|A 35 40 34 35 45 10|A 10|A 기B 10|A 기소 3|B 54 47 to 45 4개 lo 46 36 45 이A 47 3|B 7ịc 6ịc 10B 2|B 34 45 1 1o 44 50! 38
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 5 steps

SEE SOLUTIONCheck out a sample Q&A here
Blurred answer
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman
SEE MORE TEXTBOOKS