Presentation | 2006-12-15 A Study on Linearized Growth Curve Models for Software Reliability Data Analysis Taketoshi MAEDA, Mitsuhiro KIMURA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This study discusses a method for applying a linear regression analysis to software reliability data. By expanding five traditional growth curve models, we propose a linearlized growth curve model. The unknown parameters included in the model can be estimated by log-linear regression with the method of two-parameter numerical differentiation. This log-linear regression scheme can provide a control chart representing the degree of software reliability growth and testing progress in a software testing phase, and the estimated growth curve can be used as a generalized growth curve model. We show several numerical examples of software reliability growth data analysis and discuss the performance of the proposed method. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Software reliability / Growth curve / Regression analysis / Central difference |
Paper # | R2006-44,SSS2006-25 |
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Committee | SSS |
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Conference Date | 2006/12/8(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Registration To | Safety (SSS) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Study on Linearized Growth Curve Models for Software Reliability Data Analysis |
Sub Title (in English) | |
Keyword(1) | Software reliability |
Keyword(2) | Growth curve |
Keyword(3) | Regression analysis |
Keyword(4) | Central difference |
1st Author's Name | Taketoshi MAEDA |
1st Author's Affiliation | Graduate School of Engineering, Hosei University() |
2nd Author's Name | Mitsuhiro KIMURA |
2nd Author's Affiliation | Faculty of Engineering, Hosei University |
Date | 2006-12-15 |
Paper # | R2006-44,SSS2006-25 |
Volume (vol) | vol.106 |
Number (no) | 431 |
Page | pp.pp.- |
#Pages | 6 |
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