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Implementation of data normality testing as a Microsoft Excel® library function by Kolmogorov-Smirnov goodness-of-fit statistics

Okeniyi, Joshua Olusegun and Okeniyi, Elizabeth Toyin and Atayero, A. A. (2014) Implementation of data normality testing as a Microsoft Excel® library function by Kolmogorov-Smirnov goodness-of-fit statistics. Vision 2020: Sustainable Growth, Economic Development, and Global Competitiveness - Proceedings of the 23rd International Business Information Management Association Conference, IBIMA 2014, 1. pp. 2561-2578. ISSN 978-0-9860419-2-1

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Abstract

This paper deliberates on the implementation of data Normality test as a library function in Microsoft Exel® spreadsheet software, in which researchers normally stores data for anlysis and processing, by Kolmogorov-Smirnov goodness-of-fit statistics. The implementation procedure followed algorithmic program development of the Normality Kolmogorov-Smirnov D statistics for the one-sided and the twosided test criteria as a library function in the Microsoft Excel® environment. For this, the Visual Basic for Applications was employed for deploying macro embedment in the spreadsheet software. Successful implementation of the Normality K-S D statistics fosters the development of the Normality K-S p-value estimation procedure also as a library function in the Ms Excel® environment. Tests of these implementations bear potency of accurate, speedy and economical procedure for undertaking Normality testing in research, for data of up to sample size n ≤ 2000.

Item Type: Article
Additional Information: Conference of 23rd International Business Information Management Association Conference, IBIMA 2014 ; Conference Date: 13 May 2014 Through 14 May 2014; Conference Code:107075
Uncontrolled Keywords: Application programs; Competition; Information management; Macros; Probability distributions; Sampling; Spreadsheets; Visual BASIC, Estimation procedures; Goodness-of-fit statistics; Kolmogorov-Smirnov; Library functions; Machine precision; Sampling distribution; Spreadsheet software; Visual basic for applications, Software testing
Subjects: H Social Sciences > H Social Sciences (General)
H Social Sciences > HA Statistics
Q Science > Q Science (General)
Q Science > QA Mathematics
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
T Technology > T Technology (General)
Divisions: Faculty of Engineering, Science and Mathematics > School of Electronics and Computer Science
Faculty of Engineering, Science and Mathematics > School of Engineering Sciences
Faculty of Engineering, Science and Mathematics > School of Mathematics
Faculty of Law, Arts and Social Sciences > School of Management
Faculty of Law, Arts and Social Sciences > School of Social Sciences
Depositing User: Dr Joshua Olusegun Okeniyi
Date Deposited: 16 Aug 2016 08:00
Last Modified: 06 Mar 2017 13:54
URI: http://eprints.covenantuniversity.edu.ng/id/eprint/6893

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