Study the following Excel multiple regression output. How many predictors are in this model? How many observations?
Question:
Study the following Excel multiple regression output. How many predictors are in this model? How many observations? What is the equation of the regression line? Discuss the strength of the model in terms F. Which predictors, if any, are significant? Why or why not?
Comment on the overall effectiveness of themodel.
Transcribed Image Text:
SUMMARY OUTPUT Regression Statistics Multiple R R Square Adjusted R Square Standard Error Observations 0.842 0.710 0.630 109.430 ANOVA MS 107315.6 11974.8 Significance F 0.0027 df Regression 3 Residual Total 321946.82 131723.20 453670.00 8.96 Coefficients 657.0530 5.7103 -0.4169 -3.4715 P-value 0.0024 0.0087 0.2222 0.0349 Standard Error t Stat 3.92 3.19 Intercept X Variable 1 X Variable 2 X Variable 3 167.460 1.792 0.322 1.443 2.41
Fantastic news! We've Found the answer you've been seeking!
Step by Step Answer:
Answer rating: 50% (20 reviews)
There are 3 predictors in this model and 15 observations The ...View the full answer
Answered By
Ajay Negi
Hi, I've completed my degree in engineering (Information Technology) from an NIT. Currently working as a software engineer. Wish to impart quality education to the future generation.
5.00+
2+ Reviews
10+ Question Solved
Related Book For
Business Statistics for Contemporary Decision Making
ISBN: 978-0470910184
6th Edition
Authors: Ken Black
Question Posted:
Students also viewed these Statistics questions
-
What is the equation of the line that passes through a graph of the points of the sequence defined by u1 = 4 un = un-1 - 3 where 2
-
What is the equation of exchange?
-
What is the equation of this point? 100
-
In Problem, find the indicated derivative. Find y (5) if d 2 y/dx 2 = 3 3x + 2.
-
Extend exercise 3.210 to allow for noncompact Si, thus proving the Shapley-Folkman theorem. Exercise 3.210 Let {S1, S2, . . . , Sn} be a collection of nonempty compact subsets of an m-dimensional...
-
TargetSmart Inc. is growing quickly. Dividends are expected to increase by 9 percent annually for the next three years, with the growth rate falling off to a constant 3.5 percent thereafter. The...
-
(p. 77). Recall that the researchers developed a detector of malicious attacks on data traveling through the network. A key detection variable was the size (number of bytes) of a traveling data...
-
Cindy Alexander, Turner, Inc.'s vice president of marketing has received a sales call from a vendor of customer relationship management (CRM) software. The vendor claims that the software and other...
-
Magnolia Manufacturing makes wing components for large alrcraft. Kevin Chol is the production manager, responsible for manufacturing, and Michelle Michaels is the marketing manager. Both managers are...
-
The nation of Billabong is able to produce surfboards and kayaks in combinations represented by the data in the following table. Each number represents thousands of units. Plot this data on a...
-
Use the following data to develop a regression model to predict y from x1 and x2. Comment on the output. Develop a regression model to predict y from x1 only. Compare the results of this model with...
-
Study the Minitab output shown in Problem 13.7. Comment on the overall strength of the regression model in light of S, R2, and adjusted R2. In Problem 13.7 The regression equationis Y = 4 . 096-5....
-
Reconsider the coating thickness experiment in Exercise 10-28. How could you have answered the question posed regarding the effect of temperature on coating thickness by using a confidence interval?...
-
Considering your self-reflection, your personal and professional experience, and the other ideas related to leadership that you have explored in your studies so far, address the following: Provide a...
-
This research report analyzes the economics of Toyota's automobile industry between 2012-2022. The company was founded in Japan in 1937 and became one of the largest companies in the world in 2020....
-
Define workplace violence and discuss the different forms it can take. Analyze and share an example of workplace violence (maintaining confidentiality where necessary), or a hypothetical scenario....
-
Prepare a lengthy journal article on how to use learning theories (behaviorism, social cognitive, information processing, and constructivism) to improve their effectiveness as communicators of the...
-
Reflect on two to three (2-3) TV shows in which characters demonstrate aggression or violence. Consider the context in which this aggression or violence occurred and ways in which it can lead to...
-
Consider the probability distributions of the first year cash flows of two projects, GHI and JKL: a. Calculate the range of possible cash flows for each project. b. Calculate the expected cash flow...
-
A stock has had returns of 8 percent, 26 percent, 14 percent, 17 percent, 31 percent, and 1 percent over the last six years. What are the arithmetic and geometric average returns for the stock?
-
Suppose the economy is initially in a long-run full-employment equilibrium. Aggregate demand increases, shifting the AD curve to the right. a. What will happen in the short run to employment? To real...
-
Suppose you want to estimate the proportion of cars that are sport utility vehicles (SUVs) being driven in Regina at rush hour by standing on the corner of Victoria Avenue and Albert Street and...
-
What proportion of small manufacturing companies in the Greater Toronto Area has a 3D printer? You want to answer this question by conducting a random survey. How large a sample should you take if...
-
A national survey showed that a certain brand of cold cuts was priced, on average, at $1.15 per 100 g. Suppose a national survey of 23 retail outlets was taken and the price per 100 g of these cold...
-
Production numbers for 2 shifts are shown. The shift supervisor of Shift 2 insists to the production manager that her operators are more productive than the ones on Shift 1. Using a confidence level...
-
In a class, the scores that students got are as shown. What are the 25, 50, 75 and 100th percentiles for the data? 84 84 98 80 89 83 85 56 85 84 84 74 84 81 83 80 45 86 67 79 81 78 76 85 83 77 86 83...
-
Number of points made by Teams A and B are shown. Which statement is true based on running the F-Test Two-Sample for Variances in the Data Analysis pack in Excel? Use a confidence level of 10% to...
Study smarter with the SolutionInn App