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품질경영학회 50주년 특별호: 통계적 기법 분야 연구 리뷰

Literature Review on the Statistical Methods in KSQM for 50 Years

이상복|김상익|임용빈|장대흥
한국품질경영학회 (Korean Society For Quality Management)|2016.06|품질경영학회지 (Journal of Korean Society for Quality Management)|제44권 제2호|pp. 221-244|DOI http://dx.doi.org/10.7469/JKSQM.2016.44.2.221

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참고문헌

키워드

RegressionData AnalysisTime Series AnalysisStatistical MethodsProbability ModelBayesian AnalysisNon-parametric Analysis
주제분류학제간연구

초록

Purpose: This research reviews the papers, published in the Journal of the Korean Society for Quality Control (KSQC) and the Journal of the Korean Society for Quality Management (KSQM) since 1965, in the area of statistical methods. The literature review is performed in the four fields of the statistical methods and we categorize the published articles into the several sub-areas in each field. Methods: The reviewed articles are classified into the four main categories: probability model and estimation, Bayesian analysis and non-parametric analysis, regression and time series analysis, and application of data analysis. We examine the contents and relationships of the published articles of the several sub-areas in each category. Results: We summarize the reviewed papers in the chronological road-maps for each sub-area, and outline the relations of the connected papers. Some comments on the contents and the contributions of the reviewed papers are also provided in this paper. Conclusion: Various issues are employed and published on the research of the application statistical methods for past 50 years, and many worthy works are achieved in the theory and application areas of statistical methods for improving quality in the manufacturing and service industries . The future direction of the research in the statistical quality management methods also can be explored by the contents of this research.

Abstract

Purpose: This research reviews the papers, published in the Journal of the Korean Society for Quality Control (KSQC) and the Journal of the Korean Society for Quality Management (KSQM) since 1965, in the area of statistical methods. The literature review is performed in the four fields of the statistical methods and we categorize the published articles into the several sub-areas in each field. Methods: The reviewed articles are classified into the four main categories: probability model and estimation, Bayesian analysis and non-parametric analysis, regression and time series analysis, and application of data analysis. We examine the contents and relationships of the published articles of the several sub-areas in each category. Results: We summarize the reviewed papers in the chronological road-maps for each sub-area, and outline the relations of the connected papers. Some comments on the contents and the contributions of the reviewed papers are also provided in this paper. Conclusion: Various issues are employed and published on the research of the application statistical methods for past 50 years, and many worthy works are achieved in the theory and application areas of statistical methods for improving quality in the manufacturing and service industries . The future direction of the research in the statistical quality management methods also can be explored by the contents of this research.

참고문헌 (96)

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