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Establishing Correlation between Size Estimation Metrics and Effort - A Statistical Approach

by Meenakshi Kandpal, Anmol Kandpal
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 95 - Number 21
Year of Publication: 2014
Authors: Meenakshi Kandpal, Anmol Kandpal
10.5120/16715-7018

Meenakshi Kandpal, Anmol Kandpal . Establishing Correlation between Size Estimation Metrics and Effort - A Statistical Approach. International Journal of Computer Applications. 95, 21 ( June 2014), 1-6. DOI=10.5120/16715-7018

@article{ 10.5120/16715-7018,
author = { Meenakshi Kandpal, Anmol Kandpal },
title = { Establishing Correlation between Size Estimation Metrics and Effort - A Statistical Approach },
journal = { International Journal of Computer Applications },
issue_date = { June 2014 },
volume = { 95 },
number = { 21 },
month = { June },
year = { 2014 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume95/number21/16715-7018/ },
doi = { 10.5120/16715-7018 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:19:59.909215+05:30
%A Meenakshi Kandpal
%A Anmol Kandpal
%T Establishing Correlation between Size Estimation Metrics and Effort - A Statistical Approach
%J International Journal of Computer Applications
%@ 0975-8887
%V 95
%N 21
%P 1-6
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

For effort estimation, among various inputs, size is the most vital one. The estimation of effort and cost depends on the accurate prediction of the size. Given the central role that software size plays in the Software Cost Estimation, software developers are increasingly focusing on process improvement in the software size estimation area. This demand has spurred the provision of a number of new and /or improved approaches to software size estimation. Among all, Object-oriented technology is becoming popular in today's software development environment. There are various methods available for establishing the relationship between the size estimation metric and effort. This paper aims to establish statistics relation using mathematical approach. Statistical correlation is being calculated between the two variables to measure the dependability of the relationship and determining the precision of a relationship

References
  1. Rombach, H. Dieter, "A controllable experiment on impact of software structure on maintainability," IEEE Transaction on Software Engineering, Vol. SE-13, No. 3, March 1987.
  2. Rombach, H. Dieter, "Design Measurement: Some lesson learned," IEEE Software, March 1990.
  3. Wake, Steve and Sallie Henry, "A model based on software quality factor which predicts maintainability," Proceeding: Conference on Software Maintainability, October 1988.
  4. F. B. Abreu and R. Carapua, "Candidate Metric for OOS within taxonomy framework, Journal of System & Softwrae, Vol. 26, No. 1, July 1994.
  5. F. B. Abreu, "The MOOD Metrics Set", In Proc. ECOOP'95, Workshop on Metrics, 1995.
  6. J. Bansiya and C. G. Davis, "A Hierarchical Model for Object-Oriented Design Quality Assessment", IEEE Transactions on Software Engineering, Vol. 28, No. 1, 2002.
  7. L. C. Briand, J. W. Daly and J. Wust, "A Unified Framework for Coupling Measurement in Object-Oriented Systems", IEEE Transactions on Software Engineering, Vol. 25, No. 1, 1999.
  8. S. R. Chidamber and C. F. Kemerer, "A Metrics Suite for Object Oriented Design," IEEE Transactions on Software Engineering, Vol. 20, No. 6, 1994.
  9. M. Lorenz and J. Kidd, Object-Oriented Software Metrics, Prentice Hall, 1994.
  10. W. Li, and S. Henry, "Object-Oriented Metrics that Predict Maintainability". Journal of Systems and Software, Vol. 23, 1993.
  11. W. Li, "Another Metric Suite for Object Oriented Programming", The Journal of Systems and Software, Vol. 44, 1998.
  12. 'A Toolbook for Quality Improvement and Problem Solving', Author, David Straker.
  13. "Statistics for Management", Seventh Edition, Author, Levin Rubin.
  14. Hervé Abdi: Method for least squares, The University of Texas at Dallas (http://www. utdallas. edu/~herve/Abdi-LeastSquares06-pretty. pdf).
  15. Vincenzo Giliberti, Michele Gorgoglione, Raffaele Vitulli, "An innovative model for object-oriented costs estimating", Proceedings of the LMO'97 Conference, Brest (France), 22-24 October 1997.
Index Terms

Computer Science
Information Sciences

Keywords

Size effort Correlation coefficient Public methods Classes

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