EBK STATISTICS FOR BUSINESS AND ECONOMI
13th Edition
ISBN: 8220103633567
Author: Sincich
Publisher: PEARSON
expand_more
expand_more
format_list_bulleted
Concept explainers
Videos
Textbook Question
Chapter 12.3, Problem 12.2LM
Minitab was used to fit the model E(y) = (β0 + β1x1 + β2x2 to n = 20 data points, and the printout shown below was obtained.
a. What are the sample estimates of βo, β1. and β2?
b. What is the least squares prediction equation?
c. Find SSE, MSE, and s. Interpret the standard deviation in the context of the problem.
d. Test H0: β1 = 0 against H0: β1 ≠ 0 Use α = .05.
e. Use a 95% confidence
f. Find R2 and
g. Find the test statistic for testing H0: β1 = β2 = 0.
h. Find the observed significance level of the test, part g. Interpret the result.
Expert Solution & Answer
Want to see the full answer?
Check out a sample textbook solution
Students have asked these similar questions
A random sample of residents from various income brackets was asked their opinion on tax reform for the country of Guyana. The data so gathered were analyzed by a statistician and the results he obtained using MINITAB are shown below:
Expected counts are printed below observed counts
Low
Middle
High
Total
For
26
(30.67)
75
(51.11)
14
(33.22)
115
Against
60
(69.33)
95
(115.56)
105
(**)
260
Neutral
34
(20)
30
(33.33)
11
(21.67)
75
Total
*
200
130
450
Chi-sq =
0.71 +
11.17 +
11.12 +
*** +
3.66 +
11.89 +
9.8 +
0.33 +
5.25 =
55.2
DF =??, p-value =???
Carefully define the null and alternative hypotheses of the x2 test underlying the generation of the above table.
Find the missing values ‘*’, ‘**’, ‘***’, ‘??’ and ‘???’.
What is the conclusion of this test? Give reasons for your answer.
The Sydney Airport Commission set a performance target of 26 minutes for the time taken for passengers to claim their luggage at domestic terminals.
In order to monitor performance a study was conducted by taking a random sample of 200 passengers disembarking from Sydney airport.
If the study found a p-value of 0.5 what was the sample mean time taken by passengers to claim their luggage? (Your answer should be correct to one decimal
place.)
What do you mean by Sample Variance, Sample Standard Deviation,and Standard Error?
Chapter 12 Solutions
EBK STATISTICS FOR BUSINESS AND ECONOMI
Ch. 12.3 - Write a first-order model relating E(y) to a. two...Ch. 12.3 - Minitab was used to fit the model E(y) = (0 + 1x1...Ch. 12.3 - Suppose you fit the multiple regression model y =0...Ch. 12.3 - Suppose you fit the first-order multiple...Ch. 12.3 - Prob. 12.5LMCh. 12.3 - Prob. 12.6LMCh. 12.3 - Prob. 12.7LMCh. 12.3 - If the analysis of variance F-test leads to the...Ch. 12.3 - Ambiance of 5-star hotels. Although invisible and...Ch. 12.3 - Forecasting movie revenues with Twitter. Refer to...
Ch. 12.3 - Accounting and Machiavellianism. Refer to the...Ch. 12.3 - Prob. 12.12ACBCh. 12.3 - Predicting elements in aluminum alloys. Aluminum...Ch. 12.3 - Novelty of a vacation destination. Many tourists...Ch. 12.3 - Arsenic in groundwater. Environmental Science ...Ch. 12.3 - Reality TV and cosmetic surgery. How much...Ch. 12.3 - Contamination from a plant's discharge. Refer to...Ch. 12.3 - Cooling method for gas turbines. Refer to the...Ch. 12.3 - Rankings of research universities. Refer to the...Ch. 12.3 - Bubble behavior in subcooled flow boiling. In...Ch. 12.3 - Prob. 12.22ACICh. 12.3 - Prob. 12.23ACACh. 12.3 - Prob. 12.24ACACh. 12.4 - Characteristics of lead users. Refer to the...Ch. 12.4 - Prob. 12.26ACBCh. 12.4 - Reality TV and cosmetic surgery. Refer to the Body...Ch. 12.4 - Chemical plant contamination. Refer to Exercise...Ch. 12.4 - Prob. 12.29ACBCh. 12.4 - Arsenic in groundwater. Refer to the Environmental...Ch. 12.4 - Prob. 12.32ACICh. 12.4 - Prob. 12.33ACICh. 12.4 - Boiler drum production. In a production facility,...Ch. 12.5 - Suppose the true relationship between E(y) and the...Ch. 12.5 - Suppose you fit the interaction model y = 0 + x1 +...Ch. 12.5 - Prob. 12.37LMCh. 12.5 - Tipping behavior in restaurants. Can food servers...Ch. 12.5 - Forecasting movie revenues with Twitter. Refer to...Ch. 12.5 - Prob. 12.41ACBCh. 12.5 - Prob. 12.42ACBCh. 12.5 - Reality TV and cosmetic surgery. Refer to the Body...Ch. 12.5 - Factors that impact an auditors judgment. A study...Ch. 12.5 - Service workers and customer relations. A study in...Ch. 12.5 - Bubble behavior in subcooled flow boiling. Refer...Ch. 12.5 - Arsenic in groundwater. Refer to the Environmental...Ch. 12.5 - Cooling method for gas turbines. Refer to the...Ch. 12.6 - Write a second-order model relating the mean of y,...Ch. 12.6 - Prob. 12.50LMCh. 12.6 - Prob. 12.51LMCh. 12.6 - Prob. 12.52LMCh. 12.6 - Minitab was used to fit the complete second-order...Ch. 12.6 - Personality traits and job performance. When...Ch. 12.6 - Going for it on fourth-down in the NFL. Refer to...Ch. 12.6 - Prob. 12.56ACBCh. 12.6 - Prob. 12.57ACBCh. 12.6 - Assertiveness and leadership. Management...Ch. 12.6 - Goal congruence in top management teams. Do chief...Ch. 12.6 - Prob. 12.60ACICh. 12.6 - Revenues of popular movies. The Internet Movie...Ch. 12.6 - Prob. 12.62ACICh. 12.6 - Prob. 12.63ACICh. 12.6 - Prob. 12.64ACICh. 12.6 - Prob. 12.65ACICh. 12.7 - Write a regression model relating the mean value...Ch. 12.7 - Prob. 12.67LMCh. 12.7 - Prob. 12.68LMCh. 12.7 - Prob. 12.69LMCh. 12.7 - Prob. 12.70ACBCh. 12.7 - Prob. 12.71ACBCh. 12.7 - Prob. 12.72ACBCh. 12.7 - Prob. 12.73ACBCh. 12.7 - Buy-side vs. sell-side analysts earnings...Ch. 12.7 - Prob. 12.75ACBCh. 12.7 - Charisma of top-level leaders. Refer to the...Ch. 12.7 - Corporate sustainability and firm characteristics....Ch. 12.7 - Homework assistance for accounting students. Refer...Ch. 12.7 - Improving driving performance while fatigued....Ch. 12.7 - Prob. 12.80ACACh. 12.7 - Banning controversial sports team sponsors. Refer...Ch. 12.8 - Consider a multiple regression model for a...Ch. 12.8 - Prob. 12.83LMCh. 12.8 - Consider the model: y = 0+ 1x1+ 2 x2+ 3 x3+...Ch. 12.8 - Consider the model:...Ch. 12.8 - Prob. 12.86LMCh. 12.8 - Reality TV and cosmetic surgery. Refer to the Body...Ch. 12.8 - Do blondes raise more funds? Refer to the Economic...Ch. 12.8 - Prob. 12.89ACBCh. 12.8 - Buy-side vs. sell-side analysts earnings...Ch. 12.8 - Workplace bullying and intention to leave....Ch. 12.8 - Agreeableness, gender, and wages. Do agreeable...Ch. 12.8 - Chemical plant contamination. Refer to Exercise...Ch. 12.8 - Prob. 12.94ACICh. 12.8 - Recently sold, single-family homes. The National...Ch. 12.8 - Charisma of top-level leaders Refer to the Academy...Ch. 12.9 - Determine which pairs of the following models are...Ch. 12.9 - Prob. 12.98LMCh. 12.9 - Prob. 12.99LMCh. 12.9 - Shared leadership in airplane crews. Refer to the...Ch. 12.9 - Buy-side vs. sell-side analysts earnings...Ch. 12.9 - Workplace bullying and intention to leave. Refer...Ch. 12.9 - Cooling method for gas turbines. Refer to the...Ch. 12.9 - Prob. 12.104ACBCh. 12.9 - Reality TV and cosmetic surgery. Refer to the Body...Ch. 12.9 - Study of supervisor-targeted aggression....Ch. 12.9 - Prob. 12.107ACICh. 12.9 - Recently sold, single-family homes. Refer to the...Ch. 12.9 - Prob. 12.109ACICh. 12.9 - Prob. 12.110ACACh. 12.10 - Prob. 12.111LMCh. 12.10 - Teacher pay and pupil performance. In Economic...Ch. 12.10 - Risk management performance. An article in the...Ch. 12.10 - Accuracy of software effort estimates....Ch. 12.10 - Diet of ducks bred for broiling. Corn is high in...Ch. 12.10 - Reality TV and cosmetic surgery. Refer to the Body...Ch. 12.10 - Prob. 12.117ACICh. 12.10 - Prob. 12.118ACICh. 12.10 - Prob. 12.119ACICh. 12.12 - Identify the problem(s) in each of the residual...Ch. 12.12 - Consider fitting the multiple regression model...Ch. 12.12 - Emotional intelligence and team performance. Refer...Ch. 12.12 - State casket sales restrictions. Some states...Ch. 12.12 - Personality traits and job performance. Refer to...Ch. 12.12 - Women in top management. Refer to the Journal of...Ch. 12.12 - Accuracy of software effort estimates. Refer to...Ch. 12.12 - Arsenic in groundwater. Refer to the Environmental...Ch. 12.12 - Reality TV and cosmetic surgery. Refer to the Body...Ch. 12.12 - Failure times of silicon wafer microchips. Refer...Ch. 12.12 - Bubble behavior in subcooled flow boiling. Refer...Ch. 12.12 - Banning controversial sports team sponsors. Refer...Ch. 12.12 - Cooling method for gas turbines. Refer to the...Ch. 12.12 - Agreeableness, gender, and wages. Refer to the...Ch. 12 - Suppose you have developed a regression model to...Ch. 12 - When a multiple regression model is used for...Ch. 12 - Suppose you fit the model y=0+1x1+2x12+3x2+4x1x2+...Ch. 12 - Prob. 12.137LMCh. 12 - Prob. 12.138LMCh. 12 - Prob. 12.139LMCh. 12 - Prob. 12.140LMCh. 12 - Prob. 12.141LMCh. 12 - Prob. 12.142LMCh. 12 - Prob. 12.143LMCh. 12 - Prob. 12.144LMCh. 12 - Comparing private and public college tuition....Ch. 12 - Prob. 12.146ACBCh. 12 - Prob. 12.147ACBCh. 12 - Highway crash data analysis. Researchers at...Ch. 12 - Prob. 12.149ACBCh. 12 - Mental health of a community. An article in the...Ch. 12 - Prob. 12.151ACBCh. 12 - Testing tires for wear. Underinflated or...Ch. 12 - Prob. 12.153ACBCh. 12 - Prob. 12.154ACBCh. 12 - Prob. 12.155ACBCh. 12 - Prob. 12.156ACBCh. 12 - Prob. 12.157ACBCh. 12 - Promotion of supermarket vegetables. A supermarket...Ch. 12 - Yield strength of steel alloy. Industrial...Ch. 12 - Prob. 12.160ACICh. 12 - Prob. 12.161ACICh. 12 - Improving Math SAT scores. Refer to the Chance...Ch. 12 - Prob. 12.163ACICh. 12 - Prob. 12.164ACICh. 12 - Prob. 12.165ACICh. 12 - Prob. 12.166ACICh. 12 - Sale prices of apartments. A Minneapolis,...Ch. 12 - Volatility of foreign stocks. The relationship...Ch. 12 - Prob. 12.169ACICh. 12 - Prob. 12.170ACICh. 12 - State casket sales restrictions Refer to the...Ch. 12 - Modeling monthly collision claims. A medium-sized...Ch. 12 - Developing a model for college GPA. Many colleges...
Knowledge Booster
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, economics and related others by exploring similar questions and additional content below.Similar questions
- 1) In the method,two independent variable are assumed to have; a)Low collinearity b)High collinearity c)No collinearity d)Perfect collinearity 2) If variance of coefficient cannot be applied, we cannot conduct test for; a) Correlation b) Determination c)Significant d) Residual termarrow_forwardWhen the regression error is heteroskedastic, all of the following statements are false, with the exception of: a. the conditional variance of the error term is not constant. b. the OLS estimator is unbiased but not consistent. C. the OLS estimator is still BLUE.arrow_forwardDefine Sampling Distribution of the OLS Estimator?arrow_forward
- The covariance by itself is not very useful because ___________.arrow_forwardConsider the estimated equation from Example 4.3, which can be used to study the effects of skipping class on college GPA: 1.39 + .412 hsGPA + .015 ACT – 083 skipped (.33) (.094) n = 141, R = .234. colGPA (.026) (.011) Using the standard normal approximation, find the 95% confidence interval for BraGPA: |(ii) Can you reject the hypothesis H,: (iii) Can you reject the hypothesis Hg: BisGPA = 1 against the two-sided alternative at the 5% level? (i) 4 against the two-sided alternative at the 5% level?arrow_forwardExplain Standard errors for TSLS (two stage least squares)?arrow_forward
- The average and standard deviation of the amount of GST paid by all sole trader businesses in Australia in a twelve month period were $5.602 thousand and $1.637 thousand respectively. If a sample of 120 sole trader businesses was chosen, find the sample average value above which only 15% of sample averages would lie. Give your answer in dollars (to the nearest dollar).arrow_forwardA quality engineer in charge of a coffee filter pack production line was concerned about the weight (in grams) of the filter packs being produced. The quality team sampled three packs every hour, throughout the production day. The table below shows the results: Sample number 1 2 3 4 5 6 7 20.6 20.1 20.6 21.5 21.4 21.1 21.4 Weight (g) 21.1 20.0 21.2 22.2 21.1 22.3 20.9 20.7 20.3 21.3 21.4 19.9 19.9 21.1arrow_forwardConsider the estimated equation from Example 4.3, which can be used to study the effects of skipping class on college GPA: colGPA = 1.39.412 hsGPA+.015 ACT- .083 skipped (.33) (.094) (.011) (.026) n = 141, R² = .234. (ii) (i) Using the standard normal approximation, find the 95% confidence interval for BhsGPA- Can you reject the hypothesis Ho: ßhsGPA .4 against the two-sided alternative at the 5% level? Can you reject the hypothesis Ho: PhsGPA = 1 against the two-sided alternative at the 5% level? - (iii)arrow_forward
- QUESTION 8 Having an extreme score in a sample (outliers) will NOT effect which of the following? standard deviation mean mode variancearrow_forwardFor the following time series plots, explain what type of transformation, if any, would make the variance more stable.arrow_forwardIn your own words, describe what the difference is between an error term and a residual. How does sample size affect the variance of each?arrow_forward
arrow_back_ios
SEE MORE QUESTIONS
arrow_forward_ios
Recommended textbooks for you
Principles of Economics (12th Edition)EconomicsISBN:9780134078779Author:Karl E. Case, Ray C. Fair, Sharon E. OsterPublisher:PEARSON
Engineering Economy (17th Edition)EconomicsISBN:9780134870069Author:William G. Sullivan, Elin M. Wicks, C. Patrick KoellingPublisher:PEARSON
Principles of Economics (MindTap Course List)EconomicsISBN:9781305585126Author:N. Gregory MankiwPublisher:Cengage Learning
Managerial Economics: A Problem Solving ApproachEconomicsISBN:9781337106665Author:Luke M. Froeb, Brian T. McCann, Michael R. Ward, Mike ShorPublisher:Cengage Learning
Managerial Economics & Business Strategy (Mcgraw-...EconomicsISBN:9781259290619Author:Michael Baye, Jeff PrincePublisher:McGraw-Hill Education
Principles of Economics (12th Edition)
Economics
ISBN:9780134078779
Author:Karl E. Case, Ray C. Fair, Sharon E. Oster
Publisher:PEARSON
Engineering Economy (17th Edition)
Economics
ISBN:9780134870069
Author:William G. Sullivan, Elin M. Wicks, C. Patrick Koelling
Publisher:PEARSON
Principles of Economics (MindTap Course List)
Economics
ISBN:9781305585126
Author:N. Gregory Mankiw
Publisher:Cengage Learning
Managerial Economics: A Problem Solving Approach
Economics
ISBN:9781337106665
Author:Luke M. Froeb, Brian T. McCann, Michael R. Ward, Mike Shor
Publisher:Cengage Learning
Managerial Economics & Business Strategy (Mcgraw-...
Economics
ISBN:9781259290619
Author:Michael Baye, Jeff Prince
Publisher:McGraw-Hill Education
Correlation Vs Regression: Difference Between them with definition & Comparison Chart; Author: Key Differences;https://www.youtube.com/watch?v=Ou2QGSJVd0U;License: Standard YouTube License, CC-BY
Correlation and Regression: Concepts with Illustrative examples; Author: LEARN & APPLY : Lean and Six Sigma;https://www.youtube.com/watch?v=xTpHD5WLuoA;License: Standard YouTube License, CC-BY