Perform a multiple regression analysis

Assignment Help Basic Statistics
Reference no: EM13995449

1. For  the  situation and  data  described in Exer- cise 17.17, perform conventional multiple regression and stepwise regression analyses on the data, then compare the results of the two approaches. Use total operating revenue as the dependent variable and number of aircraft, number of employees, and number of aircraft departures as the three independent variables. The data are  in  file XR17017.

2. An officer training program has 9 board members who provide ratings for the candidates. The high and low scores are dropped before the overall rating is computed.

For a sample of 28 persons from the most recent class  of candidates, the overall ratings and ratings by the indi- vidual board members are provided in data file XR17055.

a. Construct the correlation matrix for all 10 variables.

b. With overall rating as the dependent variable, per- form a stepwise regression and interpret the results.

c. From the results in part (b), does it appear that the size of the board could be reduced without losing very much explanatory power? Explain.

d. Using only the data provided by the first two board members introduced in part (b), perform a multiple regression analysis. Compare the results with the step- wise regression as it appeared following the introduc- tion of these board members.

Reference no: EM13995449

Questions Cloud

How does galvanometer respond when switch in first circuit : The first coil is connected to a battery and has a direct current flowing through it. The second coil is connected to a galvanometer. How does the galvanometer respond when the switch in the first circuit is closed? After being closed when the cur..
Using your journal entry from requirement : Now look at Table 2, and prepare a journal entry that recognizes for the first six months of 2009 any net unrealized holding gains and losses. Ignore income taxes.
Human trafficking in relation to us border : Human trafficking research paper, Topic: Human Trafficking in relation to US Border and Coastal security
Express the angular acceleration of the pulley : Express in terms of g, R and in. the angular acceleration of the pulley, the rate at which A accelerates and the tension on the string.
Perform a multiple regression analysis : Using only the data provided by the first two board members introduced in part (b), perform a multiple regression analysis. Compare the results with the step- wise regression as it appeared following the introduc- tion of these board members.
Determine the magnitude of the tension in each string : While the system is rotating, the strings each make an angle of 30o with the horizontal, with one string above horizontal and the other below. If the period of revolution of the bob is 0.30 seconds, determine the magnitude of the tension in each st..
What is a reasonable amount of time : According to the knock and announce rule, what is a reasonable amount of time to wait before an officer may break and enter? Give an example of a third party consent search and why it would be valid
Discuss a few of the challenges that companies face : please discuss a few of the challenges that companies face when trying to either sell to or work in another culture.
What is the separation of the two slits : A two slit interference experiment is carried out carefully with sodium light (λ = 589nm). Fringes are measured carefully on a screen 100 cm away from the double slit, and the center of the twentieth fringe is found to be 11.78 mm from the center ..

Reviews

Write a Review

Basic Statistics Questions & Answers

  Two numbers x and y are chosen at random from the interval

two numbers x and y are chosen at random from the interval 0 1. what is the density function of maxxy

  Non-parametric test for a difference among the medians

Suppose that you wish to perform a nonparametric test for a difference among the medians of three or more independent populations. Which of these tests would be appropriate?

  Test the slope of the regression line y1546-0725x of the

test the slope of the regression line y15.46-0.725x of the following data. use a 5 level of significance and se

  Question on independent sample t test for mean

In testing the equality of the two means below, what is the test statistic? (Use the unequal variances formula)

  Major differences between gasb and fasb

Discuss some of the major differences between GASB and FASB when it comes to setting accounting standards. Why are there major differences between governmental accounting systems vs. business accounting systems?

  Use the anova procedure for factorial designs to test for

a mail-order catalog firm designed a factorial experiment to test the effect of the size ofa magazine advertisement and

  Name and specify the distribution of defective products in

dizio tv company has recently invested in manufacturing processes to enhance the quality of their products. in testing

  The p-value for a two tail test of hypothesis is 0014 what

the p-value for a two tail test of hypothesis is 0.014. what is the p-value for the corresponding one tail

  A binomial probability distribution

What are examples of variables that follow a binomial probability distribution? What are examples of variables that follow a Poisson distribution? When might you use a geometric probability?

  Suppose 10 smokers 18 years old or older are randomly

according to the information please almanac. 80 of adult smokers started smoking before turning 18 years old. suppose

  Consider the following regression model graph salary y

consider the following regression modelsalaryin 1000 20 2x 5z 0.7xzwhere x is the number of years of experience

  Identify which are closer to cutoff for upper 2 and 1

Identify which are closer to cutoff for upper 2 and 1% of scores and the lower 2 and 1 percent of the scores.

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd