• Title/Summary/Keyword: Screening Procedures

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Optimum Screening Procedures Using Prior Information

  • Kim, Sang-Boo
    • Journal of Korean Society for Quality Management
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    • v.22 no.1
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    • pp.142-151
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    • 1994
  • Optimum screening procedures using prior information are presented. An optimal cutoff value on the screening variable X minimizing the expected total cost is obtained for the normal model; it is assumed that a continuous screening variable X given a dichotomous performance variable T is normally distributed and that costs are incurred by screening inspection and misclassification errors. Methods for finding optimal cutoff values based on the prior distributions for unknown parameters are presented.

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Optimal Screening Procedures for Improving Outgoing Quality Based on Correlated Normal Variables

  • Riew, Moon-Charn;Bai, Do-Sun
    • Journal of the Korean Statistical Society
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    • v.14 no.1
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    • pp.18-28
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    • 1985
  • Optimal screening procedures for improving outgoing product quality based on correlated normal variables are presented. The performance variable and the screening variables are assumed to be jointly normally distributed. These procedures do not require specialized tables, and closed-form solutions are obtained for the case of one-sided specification. Methods for finding optimal solutions for the case of two-sided specifications are also considered.

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Economic Screening Procedures in Normal and Logistic Models When the Rejected Items are Reprocessed (불합격 제품을 재 가공할 때 정규 및 로지스틱모형 하에서 경제적 선별검사)

  • Hong Sung Hoon
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2002.05a
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    • pp.772-777
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    • 2002
  • In this paper, economic screening procedures with dichotomous performance variable T and continuous screening variable X are considered when the rejected items are reprocessed. Two models are considered; normal and logistic models. It is assumed that X given T is normally distributed in the normal model, and $P(T=1{\mid}X=x)$ Is given by a logistic function in the logistic model. Profit models are constructed which involve four price/cost components; selling price, cost from an accepted nonconforming item, and reprocessing and inspectioncosts. Methods of finding the optimal screening procedures are presented and numerical examples are given.

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Design of Screening Inspection Procedures Based on Guard Bands Considering Measurement Errors (측정오류를 고려한 가드밴드 기반 스크리닝 검사방식의 설계)

  • Kim, Young Jin
    • Journal of Korean Society for Quality Management
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    • v.41 no.4
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    • pp.673-681
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    • 2013
  • Purpose: The purpose of this study is to investigate the design optimization modeling of screening procedures based on the assessment of misclassification errors. Methods: Misclassification errors due to measurement variability are derived for normally distributed quality characteristics. Further, an optimization model for ensuring the level of outgoing quality is proposed and demonstrated through an illustrative example. Results: It is shown that two types of misclassification errors (i.e., false acceptance and false rejection) may be properly compromised through an analytical assessment of measurement errors and an optimization modeling. It is also discussed that a variety of optimization modeling may be enabled based on the derivation of measurement errors. Conclusion: It may be concluded that the design of screening inspection may further be facilitated by including the effect of measurement errors on the performance of screening inspection procedure.

Determination of Optimal Process Mean and Screening specification Limits for a Production Process (생산공정의 최적공정평균 및 검사기준값의 결정기법 연구)

  • Lee, Min-Koo;Choi, Yong-Sun
    • Journal of Korean Society for Quality Management
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    • v.28 no.2
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    • pp.1-16
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    • 2000
  • This paper considers the problem of determining the optimal process mean and screening specification limits of a surrogate variable associated with product quality under two-stage screening procedure. In two-stage screening, the surrogate variable is inspected first to decide whether an item should be accepted, rejected or additional observations should be taken. If additional observations are required, the performance variable of interest is then observed to classify the undecided items. Assuming that the performance variable and the surrogate variable are jointly normally distributed, the optimal process mean and the screening limits are obtained by maximizing the expected profit which includes selling price, production, reprocessing, inspection and penalty costs. A numerical example is presented and numerical studies are performed to compare the proposed two-stage screening procedure with single-stage screening procedures.

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Effect of rapid screening parameters on seismic performance of RC buildings

  • Ozmen, Hayri B.;Inel, Mehmet
    • Structural Engineering and Mechanics
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    • v.62 no.4
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    • pp.391-399
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    • 2017
  • This study investigates the effects of soft story, short columns, heavy overhangs, pounding, and construction and workmanship quality parameters on seismic response of reinforced concrete buildings through nonlinear static and dynamic procedures. The accounted parameters are selected for their common use in rapid screening of RC buildings. The 4- and 7-story buildings designed according to pre-modern codes are used to reflect majority of the existing building stock. The relative penalty scores are employed in this study to evaluate relative importance of certain irregularities in the existing rapid seismic assessment procedures. Comparison of relative scores for the irregularities considered in this study show that the overall trend is similar. The relatively small differences may be accounted for regional construction practices. It is concluded that initial-phase seismic assessment procedures based on architectural features yield in somewhat similar results independent of their bases. However, the differences in the scores emphasize the proper selection of the method based on the regional structure characteristics.

Improving Imaging Quality Assessment of Cabinet X-Ray Security Systems (캐비닛 엑스선 검색장비 이미지품질평가 고도화 방안 연구)

  • Yoon, Yeon Ah;Jung, Jin Hyeong;Kim, Yong Soo
    • Journal of Korean Society for Quality Management
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    • v.49 no.1
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    • pp.47-60
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    • 2021
  • Purpose: This study proposes methods and procedures for evaluating imaging security systems quality of cabinet x-ray screening system to enhance performance certification technology. Also, conducted a comparative analysis of the literature of test-kit for imaging security quality evaluation. Methods: Comparative analysis of the test-kits and related documents for image quality assessment of cabinet x-ray screening equipment. This allows assessment items were selected and the methods for each assessment item were proposed. In addition, the configuration method of the assessment team was established by applying the technology readiness assessment(TRA). Results: Four of the assessment items were selected when estimate image quality by a comparative analysis of literature. For each assessment item, the evaluation method and minimum level of availability were determined. Finally, this paper proposes an imaging quality assessment of cabinet X-ray imaging security systems. Conclusion: Development of imaging security systems evaluation procedures for cabinet X-ray screening systems can be help improve performance certification of aviation security equipment.

Effects of Limited Capacity on Screening Procedures Using a Surrogate Variable (대용특성을 활용한 스크리닝 검사에서 제한된 생산용량의 효과분석)

  • Choi, Ik-Jun;Hong, Sung-Hoon
    • Journal of Korean Society for Quality Management
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    • v.36 no.4
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    • pp.77-86
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    • 2008
  • Due to the rapid growth in automated testing and manufacturing systems, screening inspection becomes very attractive. In this paper, we investigate the effects of limited capacity on screening inspection using a surrogate variable. The model is developed under the assumption that the reprocessed and nonreprocessed items are produced by the same manufacturing process and therefore their quality characteristics are independently and identically distributed. Profit models are constructed which involve four price/cost components; selling price, cost incurred by imperfect quality, reprocessing and quality inspection costs. Methods of finding the optimal screening limits are presented, and a numerical example is given. Sensitivity analyses are also performed to study the effect of a process standard deviation on this model.

Approaches to the Analysis of Case-Control Studies of the Efficacy of Screening for Cancer

  • Weiss Noel S.;Mcknight Barbara;Stevens Nancy G.
    • 대한예방의학회:학술대회논문집
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    • 1994.02b
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    • pp.188-195
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    • 1994
  • To an increasing extent, case-control studies are being undertaken to determine if use of early detection procedures is associated with reduced mortality from cancer. The authors recommend that in such studies the analysis focus on screening activity in cases that occurs during an interval prior to diagnosis in which the cancer is believed to be detectable and still curable and to a corresponding time period in controls. This approach places a heavy burden on the investigator to estimate accurately the period during which the tumor ought to be detectable using the test in question and to sort out reliably tests done in response to signs or symptoms of the cancer from screening tests per se. Nonetheless, the authors feel that it offers the greatest ability to discern a true benefit of screening, while minimizing the numerous potential biases that can be present in this type of study.

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