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품질경영학회 50주년 특별호: 통계적 기법 분야 연구 리뷰
Literature Review on the Statistical Methods in KSQM for 50 Years 원문보기

品質經營學會誌 = Journal of Korean society for quality management, v.44 no.2, 2016년, pp.221 - 244  

임용빈 (이화여자대학교 통계학과) ,  김상익 (건국대학교 응용통계학과) ,  이상복 (서경대학교 산업경영시스템공학과) ,  장대흥 (부경대학교 통계학과)

Abstract ▼ AI-Helper 아이콘AI-Helper

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 statis...

주제어

#Statistical Methods   #Probability Model   #Bayesian Analysis   #Non-parametric Analysis   #Regression   #Time Series Analysis   #Data Analysis  

질의응답

핵심어 질문 논문에서 추출한 답변
통계학 방법론의 품질경영 적용분야를 분류하는 방법에는 무엇이 있는가? 합리적이고도 과학적인 의사결정 방법으로 자료의 측정 및 수집 방법, 그리고 수집된 자료의 분석방법을 연구하는 통계학의 방법론을 품질 분야에서 활용하고 응용하는 범위는 실로 광범위하고 다양하다고 할 수 있다. 통계학 방법론의 품질경영 적용분야를 분류하는 방법으로는 , 샘플링 검사 및 통계적으로 프로세스를 분석하고 관리하는 기법을 주로 다루는 통계적 품질관리(statistical quality control: SQC) 분야, 프로세스의 시스템을 이해하고 최적 공정조건을 분석하기 위한 실험의 설계 및 분석 방법 등을 연구하는 실험계획법(design of experiments: DOE) 분야 그리고 특정 프로세스 혹은 시스템의 확률분포 및 통계적모형의 연구 및 분석 기법 등을 고찰하는 통계적 기법분야의 세 분야로 구분해 볼 수 있다. 이러한 세 가지 분야 중 통계적 품질관리 분야와 실험계획법 분야의 연구 성과에 대한 고찰은 다른 연구에서 다룰 예정이며, 본 연구에서는 이러한 세 가지 분야 중 통계적 기법 분야에서 품질경영학회지에 게재된 논문들을 분석 대상으로 하고자 한다.
품질경영학회지의 특징은 무엇인가? 품질경영학회지는 여타의 품질학술지와는 달리 경영학, 산업공학, 통계학 분야를 아우르는 다양한 학문분야의 품질 이론 및 응용기법을 다루는 품질경영의 종합적인 전문학술지로서 지난 50여 년 동안 품질관련 이론 및 산업현장에서의 응용기법의 전파, 적용사례 등을 공유하는 종합적인 전문학술지의 역할을 수행하여 왔다. 본 연구에서는 한국품질경영학회 창립 50주년을 맞이하여 과거 품질관리학회지 및 품질경영학회지에 게재되었던 논문들을 총체적으로 리뷰하여 정리하는 것을 목적으로 하고 있다.
통계적 기법분야를 네 개 법주로 분류하고 논문들의 상호 연관성을 고찰한 목적은 무엇인가? 본 연구에서는 통계적 기법분야를 확률모형 및 추정, 베이지안 분석 및 비모수 분석, 회귀분석 및 시계열 분석, 그리고 자료 분석 응용의 네 개 범주로 분류하고 각 범주별로 발표된 논문들의 연구 내용 및 상호 연관성을 고찰하고자 한다. 이러한 연구를 통하여 과거 50년 동안 품질경영학회지를 통해 어떠한 통계적 방법론들이 연구 되었는지를 종합적으로 정리하고 앞으로의 연구방향등을 모색하고자 한다.
질의응답 정보가 도움이 되었나요?

참고문헌 (96)

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    원문보기 상세보기

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    원문보기 상세보기 crossref

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  74. Bae, Manjae, and Lee, Hyungmin. 2015. "A Study on Radiation Shielding Materials for Protective Garments using Monte Carlo Simulation (in Korean)." Journal of the Korean Society for Quality Management 43(3):239-252. 

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  78. Hoang, Thanh-Tra, Le, Tuan-Ho, Shin, Sangmun, Jeong, Woo-Sik, and Kim, Chul-Soo. 2013. "Study on a New Response Function Estimation Method Using Neural Network." Journal of the Korean Society for Quality Management 41(2):249-260. 

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  79. Hong, Jungeui. 2002. "Selecting the Optimum Process Condition Between the Factor Level Using Neural Network (in Korean)." Journal of the Korean Society for Quality Management 30(2):86-98. 

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  81. Kim, Dae Hwan, Moon, Jong Beom, Yoo, Wang Jin, and Lee, Dong Myung. 2010. "Measuring Efficiency of Recycling Food Wastes Facilities using DEA (in Korean)." Journal of the Korean Society for Quality Management 38(2):212-224. 

  82. Kim, Houng yu, Ahn, Seo kyoo, and Lee, Jong gu. 2009. "An Analysis of Operational Efficiency for the Career & Counseling Jobs in Universities using DEA (in Korean)." Journal of the Korean Society for Quality Management 37(4):61-70. 

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    원문보기 상세보기

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    원문보기 상세보기 crossref

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