Journal of Korean Society for Quality Management (품질경영학회지)

Korean Society for Quality Management (한국품질경영학회)
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Literature Review on the Statistical Methods in KSQM for 50 Years

품질경영학회 50주년 특별호: 통계적 기법 분야 연구 리뷰

  • Lim, Yong Bin (Department of Statistics, Ewha Womans University) ;
  • Kim, Sang Ik (Department of Applied Statistics, Konkuk University) ;
  • Lee, Sang Bok (Department of Industrial Engineering, Seokyeong University) ;
  • Jang, Dae Heung (Department of Statistics, Pukyong National University)
  • 임용빈 (이화여자대학교 통계학과) ;
  • 김상익 (건국대학교 응용통계학과) ;
  • 이상복 (서경대학교 산업경영시스템공학과) ;
  • 장대흥 (부경대학교 통계학과)
  • Received : 2016.02.22
  • Accepted : 2016.03.07
  • Published : 2016.06.30
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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.

Keywords

References

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  11. Kim, Woo Chul, Choi, Ji Hoon and Kim, Dong Ki. 1983. "Subset Selection Procedures for Weibull Populations." Journal of the Korean Society for Quality Control 11(2):18-24.
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  14. Lee, In Suk, and Cho, Jang Sik. 1997. "A Comparison on Confidence Intervals for P(X>Y) with Explanatory Variables." Journal of the Korean Society for Quality Management 25(1):193-203.
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  17. Nam, Kyung H., Chang, Seog-Ju, and Kim, Do Hoon. 2006. "Approximation of the Renewal Function for Hjorth Model and Dhillon Model." Journal of the Korean Society for Quality Management 34(1):34-39.
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  20. Oh, Dae Ho, and Yum, Joon Keun. 2002. "An Algorithm For Approximating The Reliabilty of Network with MultiState Units (in Korean)." Journal of the Korean Society for Quality Management 30(1):162-171.
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  24. Chung, Sung-Suk. 1997. "The Family Approach to Nonparametric Estimation of the Regression Function." Journal of the Korean Society for Quality Management 25(4):106-114.
  25. Jee, Eun Sook, and Song, Moon Sup. 1990. "A Nonparametric Test for the Equality of Several Regression Lines against Ordered Alternatives." Journal of the Korean Society for Quality Control 18(1):29-39.
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  27. Jeong, Hai Sung, Kim, Jee Hoon, and Na, Myoung Hwan. 1997. "Nonparametric Estimation of Renewal Function." Journal of the Korean Society for Quality Management 25(4):99-105.
  28. Kim, Hea-Jung, and Inada, K. 1995. "On an Equal Mean Quadratic Classification Rule With Unknown Prior Probabilities." Journal of the Korean Society for Quality Management 23(3):126-139.
  29. Kim, Hea-Jung, and Lee, Ae-Kyung. 1998. "A Bayesian Method for Narrowing the Scope of Variable Selection in Binary Response Logistic Regression." Journal of the Korean Society for Quality Management 26(1):143-160.
  30. Kim, Hea-Jung. 1998. "On a Bayesian Estimation of Multivariate Regression Models with Constrained Coefficient Matrix." Journal of the Korean Society for Quality Management 26(4):151-165.
  31. Kim, Hea-Jung. 2000. "A Bayesian Diagnostic for Influential Observations in LDA." Journal of the Korean Society for Quality Management 28(1):119-131.
  32. Kim, Heecheul, and Lee, Seungjoo. 1999. "Bayesian Inference and Model Selection for Software Growth Reliability Models using Gibbs Sampler (in Korean)." Journal of the Korean Society for Quality Management 27(3):125-141.
  33. Kim, Jae Joo, and Park, Byung-Gu. 1987. "A Study on Estimation of Parameters in Bivariate Exponential Distribution." Journal of the Korean Society for Quality Control 15(1):20-32.
  34. Kim, Jae Joo, and Park, Eun Sik. 1990. " A Study on Estimators of Parameters and $P_r$[X
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  36. Kim, Kyungsook, and Son, Young Sook. 2002. "A Multiple Test of a Poisson Mean Parameter Using Default Bayes Factors (in Korean)." Journal of the Korean Society for Quality Management 30(2):118-129.
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  39. Park, Man-Gon. 1988. "Bayesian Estimation for Left Truncated Exponential Lifetime Distribution with Inclusion and Exclusion of an Outlier." Journal of the Korean Society for Quality Control 16(2):56-67.
  40. Park, Man-Gon, and Jung, Yun-Sung. 1989. "Bayesian Estimation for Reliability in a System Consisting of the Left Truncated Exponential Components." Journal of the Korean Society for Quality Control 17(1):19-34.
  41. Park, Sang-Gue, and Kim, Tai-Kyoo. 1989. "Nonlinear Rank Statistics for the Simple Tree Alternatives." Journal of the Korean Society for Quality Control 17(2):93-100.
  42. Park, Sang-Gue, Kim, Tai-Kyoo, Jeong, Gyu-Jin, and Yoon, Bae-Hyun. 1990. "A Distribution-Free Confidence Interval for Difference between Treatment and Control." Journal of the Korean Society for Quality Control 18(1):40-47.
  43. Song, Moon Sup, Huh, Moon Yul, and Kang, Hee Jeong. 1987. "On a Distribution-Free Test for Parallelism of Regression Lines Against Ordered Alternatives." Journal of the Korean Society for Quality Control 15(2):50-54.
  44. Song, Moon Sup, Kim, Jaehee, Jeon, Jong Woo, and Park, Changsoon. 1989. "On a Nonparametric Test for Parallelism against Ordered Alternatives." Journal of the Korean Society for Quality Control 17(2):70-80.
  45. Song, Moon Sup, Park, Hong-Nai, Lee, Kay O., Park, Byeong Uk, and Shin, Bong Sup. 1992. "Use of the Linear Placement Statistics for the Par-allelism of Two Regression Lines." Journal of the Korean Society for Quality Control 20(2):67-75.
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  48. Ahn, Byeong Jin. 1983. "The Integrated Bivar Criterion for Selecting Regressors." Journal of the Korean Society for Quality Control 11(1):24-29.
  49. Ahn, Byoung Jin. 1991. "A case-by-case version of $C_B$ Statistic in biased estimation." Journal of the Korean Society for Quality Control 19(2):40-51.
  50. Chang, Kyung, and Dahm, P. F. 1993. "Asymptotic Expansion of the Distribution of a Studentized Test Statistic for the Slope Parameter in a Simple Linear Structural Relationship." Journal of the Korean Society for Quality Control 21(1):171-180.
  51. Chang, Kyung. 1993. "Adjustment of a Studentized Test Statistic and a Normalized Test Statistic in a Simple Linear Structural Relationship." Journal of the Korean Society for Quality Control 21(2):156-161.
  52. Cho, Am. 1985. "A Study on Structural Change in the Multivariate Regression Model (in Korean)." Journal of the Korean Society for Quality Control 13(1):20-25.
  53. Cho, Am. 1986. "A Study on the Accuracy of the Forecasting Using Group Method of Data Handling (in Korean)." Journal of the Korean Society for Quality Control 14(1):53-60.
  54. Cho, Sinsup, Cho, Kwan Ho, and Song, Moon Sup. 1988. "A Change Point Problem in the Regression Model When the Errors are Correlated." Journal of the Korean Society for Quality Control 16(2):68-81.
  55. Kang, Eun M., and Park, Sung H. 1988. "A Study on Detection of Outliers and Influential Observations in Linear Models." Journal of the Korean Society for Quality Control 16(2):18-33.
  56. Kim, Chul-Ki. 1997. "Robust Regression for Right-Censored Data." Journal of the Korean Society for Quality Management 25(2):47-59.
  57. Kim, Chul-Ki. 1999. "Adaptive Robust Regression for Censored Data." Journal of the Korean Society for Quality Management 27(2):112-125.
  58. Kim, Gwang seop, Lee, Chang Hyeong, and Hong, Woo Chang. 1981. "A Case Study on the Auto-Adjustment System of the Regression Forecasting Model Parameters (in Korean)." Journal of the Korean Society for Quality Control 9(2):2-9.
  59. Kim, Hea-Jung, and Lee, Ae-Kyung. 2001. "Laplace-Metropolis Algorithm for Variable Selection in Multinomial Logit Model (in Korean)." Journal of the Korean Society for Quality Management 29(4):11-23.
  60. Kim, Hong Min, and Chung, Byunghee. 2008. "A Study on Demand Forecasting Model of Domestic Rare Metal Using VECM model (in Korean)." Journal of the Korean Society for Quality Management 36(4):93-101.
  61. Kim, Jeong-il. 1995. "Comparison of Score Test and Other Tests in Testing Equality between Two Linear Regressions" Journal of the Korean Society for Quality Management 23(4):52-57.
  62. Kim, Kwang-Soo, Jung, Ji-An, and Lee, Jin-Gue. 1993. "A Comparative Study of the Results of the Regression Analysis by Linear Programming (in Korean)." Journal of the Korean Society for Quality Control 21(1):161-170.
  63. Kim, Kwang-Soo, Bae, Young-Ju, and Lee, Jin-Gue. 1996. "The Effect of Outliers in Regression Analysis (in Korean)." Journal of the Korean Society for Quality Management 24(2):158-171.
  64. Kim, Seung Gu, and Yum, Joon Keun. 1989. "A Study on Influential Subset Detection in Regression." Journal of the Korean Society for Quality Control 17(1):107-115.
  65. Kim, Soon Kwi. 1985. "Rejecting Outliers by Maximum Modified Normed Residual." Journal of the Korean Society for Quality Control 13(2):56-60.
  66. Kim, Soon-Kwi, Lee, Young-Hoon, and Jeong, Dong-Bin. 2000. "Assessing Local Influence in Linear Regression Models with Second-Order Autoregressive Error Structure." Journal of the Korean Society for Quality Management 28(2):57-69.
  67. Lee, Chang Ho, and Han, Wang Su. 1985. "A Normality Test by Using the Simple Regression Analysis (in Korean)." Journal of the Korean Society for Quality Control 13(1):77-83.
  68. Lee, In-Suk, Cho, Gyo-Young, and Jung, Won-Tae. 1995. "Influence Diagnostic Measure for Spline Estimator." Journal of the Korean Society for Quality Management 23(4):58-63.
  69. Lim, Seongsik, Cho, Sinsup, and Lee, Changsoo. 1996. "Model for the Spatial Time Series Data." Journal of the Korean Society for Quality Management 24(1):137-145.
  70. Park, Sung H. and Kim, You H. 1991. "A DYNAMIC GRAPHICAL METHOD FOR REGRESSION DIAGNOSTICS." Journal of the Korean Society for Quality Control 19(2):1-16.
  71. Ryu, Gui Yeol, Lee, Yong Gun, and Cho, Sinsup. 1989. "A Detection Procedure of a Parameter Change Point in AR(1) Models by Bayesian Approach." Journal of the Korean Society for Quality Control 17(2):101-112.
  72. Yum, Joon-Keun, Park, Jong-Goo, and Kim, Jong-Woo. 1995. "A Procedure for Indentifying Outliers in Multivariate Data (in Korean)." Journal of the Korean Society for Quality Management 23(4):28-41.
  73. Yum, Joon-Keun, and Kim, Jong-Woo. 1996. "Outward Testing Procedure for the Identification of Multiple Outliers (in Korean)." Journal of the Korean Society for Quality Management 24(3):50-64.
  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. https://doi.org/10.7469/JKSQM.2015.43.3.239
  75. Baik, Jaiwook. 2008. "Equivalence testing and its applications in industry (in Korean)." Journal of the Korean Society for Quality Management 36(4):1-6.
  76. Cho, Jae Rip. 1981. "A Study on Cumean-a self Starting Cusum (in Korean)." Journal of the Korean Society for Quality Control 9(2):26-30.
  77. Gim, Gwangyong, and Kim, Gisoo. 2004. "Methodological Issues in Internet Survey and Development of Personalized Internet Survey System Using Data Mining Techniques (in Korean)." Journal of the Korean Society for Quality Management 32(2):93-108.
  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. https://doi.org/10.7469/JKSQM.2013.41.2.249
  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.
  80. Kim, Hyeok Ju. 1988. "On a Modification of Warner's Randomized Response Model (in Korean)." Journal of the Korean Society for Quality Control 16(1):49-58.
  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.
  83. Kim, Jee-Hak, and Bae, Young-Ju. 1991. "Water Resources Development Model by Using Bayesian Theory (in Korean)." Journal of the Korean Society for Quality Control 19(1):72-82.
  84. Kim, Jeong Ja, and Cho, Sung Geon. 1985. "A Study of SOFTWARE Quality Evaluation by the Use of Statistical Methods (in Korean)." Journal of the Korean Society for Quality Control 13(2):61-65.
  85. Kim, Joon-Seok, and Jung, Uk. 2008. "Structural Quality Defect Discrimination Enhancement using Vertical Energy-based Wavelet Feature Generation (in Korean)." Journal of the Korean Society for Quality Management 36(2):36-44.
  86. Kim, Jung Hun. 1977. "Investigation of the Effect of an Antibiotic "P" on the Potatoes." Journal of the Korean Society for Quality Control 5(2):59-120.
  87. Lee, Sang Wan, and Lee, Geun Bu. 1985. "Design of Hospital Management System Using the Statistic Methodology (in Korean)." Journal of the Korean Society for Quality Control 13(2):21-28.
  88. Lim, Yong B., and Oh, Man-Suk. 2002. "Note on classification and regression tree analysis (in Korean)." Journal of the Korean Society for Quality Management 30(1):152-161.
  89. Min, Seong Ki, Son Hye Suk, and Yoon, Deok Gyun. 1986. "Approximations for the Normal Family Distribution Function Using Micro Computer (in Korean)." Journal of the Korean Society for Quality Control 14(2):47-54.
  90. Park, Chun-Gun, and Lee, Sung-Su. 1997. "A Change-Point Analysis of Oil Supply Disruption : Bayesian Approach (in Korean)." Journal of the Korean Society for Quality Management 35(4):159-165.
  91. Park, Seong Hyeon. 1985. "A Study on statistical data analysis by microcomputers (in Korean)." Journal of the Korean Society for Quality Control 13(1):12-19.
  92. Song, Suh-Ill. 2006. "Optimization Methodology Integrated Data Mining and Statistical Method (in Korean)." Journal of the Korean Society for Quality Management 34(4):33-39.
  93. Suh, Myungae, and Ree, Sangbok. 2007. "A Propose of New Classification Indication about Work of Art through Numeric and Multivariate Data Analysis (in Korean)." Journal of the Korean Society for Quality Management 35(4):67-77.
  94. Won, Hyung-Gyoo. 1996. "An Anderson-Darling Goodness-of-Fit Test for the Gamma Distribution." Journal of the Korean Society for Quality Management 24(4):103-111.
  95. Yeo, Hyun-Jin, Bak, Won-Sook, Yoo, Myung-Chul, Park, San-Chan, and Lee, Sang-Chul. 2014. "Evaluation of Patients' Queue Environment on Medical Service Using Queueing Theory (in Korean)." Journal of the Korean Society for Quality Management 42(1):71-80. https://doi.org/10.7469/JKSQM.2014.42.1.071
  96. Yoo, Sungjin, Kim, Yonghee, Kim Joohoon, and Choi, Jeongil. 2014. "The Evaluation of Administrative Efficiency of the Korean University Using DEA model (in Korean)." Journal of the Korean Society for Quality Management 42(4):647-664. https://doi.org/10.7469/JKSQM.2014.42.4.647