International Journal of Statistical Distributions and Applications
Volume 3, Issue 3, September 2017, Pages: 32-37
Received: Feb. 18, 2017;
Accepted: Feb. 27, 2017;
Published: Oct. 31, 2017
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Osama Ahmed Marzouk, Department of Mechanical Engineering, University of Buraimi, Al Buraimi, Sultanate of Oman
Ahmad Izzat Jamrah, College of Engineering (Dean), University of Buraimi, Al Buraimi, Sultanate of Oman
Statistical analysis finds a wide range of applications in scientific research, management, finance, and engineering. In this article, we aim at shedding some light on the significance of two tools of statistical analysis, namely ANOVA and regression, in civil (including environmental), mechanical, and architectural engineering disciplines through a short survey of recent research studies that utilized these tools to reach important engineering models or rules of interest to engineers for design or development. The studies represent diverse areas of traffic planning, residential energy, indoor air quality, and high-speed machining. We briefly present some sample selection rules and analysis outcomes in these studies.
Osama Ahmed Marzouk,
Ahmad Izzat Jamrah,
Case Studies of Statistical Analysis in Engineering, International Journal of Statistical Distributions and Applications.
Vol. 3, No. 3,
2017, pp. 32-37.
Copyright © 2017 Authors retain the copyright of this article.
This article is an open access article distributed under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/
) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
S. Kowalski and G. G. Vining, Statistical Methods for Engineers, 3rd edition, Cengage Learning, 2010.
D. T. Larose, Data Mining Methods and Models, John Wiley & Sons, 2006.
S. Arhin, E. Noel, M. F. Anderson, L. Williams, A. Ribisso and R. Stinson, "Optimization of transit total bus stop time models," Journal of Traffic and Transportation Engineering, vol. 3, no. 2, p. 146-153, 2016.
Minitab, Inc., "Minitab [Statistical Software]," [Online]. Available: www.minitab.com.
G. M. Huebner and D. Shipworth, "All about size? – The potential of downsizing in reducing energy demand," Applied Energy, vol. 186, part 2, p. 226–233, 2017.
A. Trianni, E. Cagno and A. De Donatis, "A framework to characterize energy efficiency measures," Applied Energy, vol. 118, p. 207–220, 2014.
R. A. Simmons, G. M. Shaver, W. E. Tyner and S. V. Garimella, "A benefit-cost assessment of new vehicle technologies and fuel economy in the U.S. market," Applied Energy, vol. 157, p. 940–952, 2015.
M. K. Nematchoua and J. A. Orosa, "Building construction materials effect in tropical wetand cold climates: A case study of office buildings in Cameroon," Case Studies in Thermal Engineering, vol. 7, p. 55–65, 2016.
Department of Economic and Social Affairs - Population Division, "World Urbanization Prospects - The 2014 Revision," United Nations, New York, 2015.
The National Human Activity Pattern Survey (NHAPS), "A Resource for Assessing Exposure to Environmental Pollutants," 2000.
IBM Analytics, "IBM SPSS [Statistical Software]," IBM (International Business Machines Corp.), [Online]. Available: www.ibm.com/analytics/us/en/technology/spss/.
A. Logins and T. Torims, "The influence of high-speed milling strategies on 3D surface roughness parameters," Procedia Engineering, vol. 100, p. 1253 – 1261, 2015.
H. A. El-Hofy, Fundamentals of Machining Processes: Conventional and Nonconventional Processes, USA: CRC Press, 2006.
H. Schulz and T. Moriwaki, "High-speed machining," CIRP Annals - Manufacturing Technology, vol. 41, no. 2, p. 637-643, 1992.
Rcommander.com, "Rcommander [Graphical Interface for R]," Rcommander.com, [Online]. Available: www.rcommander.com.