• 제목/요약/키워드: Statistical Procedures

검색결과 686건 처리시간 0.023초

경락경혈학회지에 게재된 논문의 통계적 오류에 관한 고찰(2007~2011년) (Analysis of the Statistical Errors in Articles of The Korean Journal of Meridian and Acupuncture)

  • 이민희;강경원;김정은;최선미;이상훈
    • Korean Journal of Acupuncture
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    • 제29권4호
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    • pp.573-580
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    • 2012
  • Objectives : This study was to investigate statistical validities and trends of previously reported papers that used various statistical techniques such as t-test and analysis of variance. Methods : To analyze the statistical procedures, 54 original articles using those statistical methods were selected from The Korean Journal of Acupuncture published from 2007 to 2011. Results : T-test and analysis of variance were used in 23(25.27%), and 18 papers(19.78%) out of 54 papers, respectively. Seven articles(12.96%) did not report alpha values and 26(48.15%) out of 54 studies were not tested for normal distribution. One paper(1.85%) misused t-test and 7 papers(38.89%) did not carry out the multiple comparison. Conclusions : To improve the quality of KJA, statistician involvement in research design would be necessary to reduce errors in statistical methods and interpretation of the results.

표본크기가 다른 정규모집단의 평균에 대한 부분집합선택절차론의 성질과 비교연구 (Comparisons of some subset selection procedures for K normal populations with unequal sample size)

  • 손중권;김소연;김영훈
    • 응용통계연구
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    • 제3권1호
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    • pp.79-87
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    • 1990
  • 표본의 크기가 동일하지 않으면서 등분산이 기지 또는 미지인 경우 k개의 정규모집단의 평균에 대한 부분집합선택절차론은 여러 사람들에 연구되었으나 제안된 부분집합선택절차들의 성질과 효율성을 비교한 결과가 미흡하다. 본 고에서는 제안된 특성을 조사하고 여러 가지 형태에서 효율성을 비교하였다.

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집단축차검정법들에 관한 고찰 (An Overview of Group Sequential Procedures)

  • Jae Won Lee
    • 응용통계연구
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    • 제7권2호
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    • pp.35-51
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    • 1994
  • 윤리적 또는 경제적 이유 때문에 임상실험(Clinical Trials)의 연구자들은 실험중간에 새로운 치료방법이나 약이 효과가 있는지 또는 해로운지를 반복해서 검정한다. 하지만 각 검정마다 정해진 유의수준을 반복해서 사용하면 전체 유의수준이 상당히 커지게 된다. 임상실험에서 발생하는 이러한 문제를 해결하기 위하여 많은 집단측정검정법 (Group Sequential Testing Procedure)들이 개발되어 왔다. 본 논문에서는 이러한 집단측정검정법들을 간략하게 비교분석하고자 한다.

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Robustness, Data Analysis, and Statistical Modeling: The First 50 Years and Beyond

  • Barrios, Erniel B.
    • Communications for Statistical Applications and Methods
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    • 제22권6호
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    • pp.543-556
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    • 2015
  • We present a survey of contributions that defined the nature and extent of robust statistics for the last 50 years. From the pioneering work of Tukey, Huber, and Hampel that focused on robust location parameter estimation, we presented various generalizations of these estimation procedures that cover a wide variety of models and data analysis methods. Among these extensions, we present linear models, clustered and dependent observations, times series data, binary and discrete data, models for spatial data, nonparametric methods, and forward search methods for outliers. We also present the current interest in robust statistics and conclude with suggestions on the possible future direction of this area for statistical science.

Choice of Statistical Calibration Procedures When the Standard Measurement is Also Subject to Error

  • Lee, Seung-Hoon;Yum, Bong-Jin
    • Journal of the Korean Statistical Society
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    • 제14권2호
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    • pp.63-75
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    • 1985
  • This paper considers a statistical calibration problem in which the standard as wel as the nonstandard measurement is subject to error. Since the classicla approach cannot handle this situation properly, a functional relationship model with additional feature of prediction is proposed. For the analysis of the problem four different approaches-two estimation techniques (ordinary and grouping least squares) combined with two prediction methods (classical and inverse prediction)-are considered. By Monte Carlo simulation the perromance of each approach is assessed in term of the probability of concentration. The simulation results indicate that the ordinary least squares with inverse prediction is generally preferred in interpolation while the grouping least squares with classical prediction turns out to be better in extrapolation.

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Statistical Tolerance Allocation을 이용한 제조비용과 품질손실비용의 최소화 (The Minimization of Tolerance Cost and Quality Loss Cost by the Statistical Tolerance Allocation Method)

  • 김선호;권용성;이병기;강경식
    • 대한산업공학회지
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    • 제24권2호
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    • pp.175-183
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    • 1998
  • When a product is designed, tolerances must be given to the product so that required functions are guaranteed and production costs are minimized. In this research, a model is suggested which allocates tolerances to components optimally according to the STA(Statistical Tolerance Allocation) method. Taking into account the concept that dimensional errors have characteristics of statistical distributions, this model presents the discrete pseudo-boolean approach for the tolerance optimization by minimizing the tolerance cost and the quality loss cost. In this approach, two methods are proposed for the reduction of the problem scale; 1) a method for converting the minimization model for casts into the maximization model for cost savings, and 2) procedures to reduce the number of constraints and variables.

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통계계산을 위한 Fortran과 C라이브러리의 구현 (Implementation of Fortran and C Libraries for Statistical computing)

  • 신봉섭;박춘성
    • 한국컴퓨터정보학회논문지
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    • 제4권2호
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    • pp.113-119
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    • 1999
  • 본 연구에서는 여러 응용분야에서 자주 사용되는 통계적 모의실험이나 통계계산에 유용하게 사용될 루틴들을 Fortran과 C 언어의 Subroutine이나 함수 형태로 작성하여 라이브러리로 구현하였다. 여기에는 일반적으로 자주 사용되는 확률변수들의 난수생성기와 대표적인 확률분포들의 확률 계산이나 상위확률 및 상위백분위수의 계산 등에 유용한 루틴들을 포함하고 있다.

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정밀유도무기 품질관리를 위한 공정관리 수행모델에 관한 연구 (A Study on Process Control Modeling for Precision Guided Munitions Quality Control)

  • 김시옥;이창우;차성희
    • 품질경영학회지
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    • 제41권3호
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    • pp.487-494
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    • 2013
  • Purpose: In this study, we propose the precision guided munitions verification methodology using the statistical analysis method has been proposed. and it can be applied to the precision guided munitions quality assurance work. Methods: This modeling is based on Failure Mode and Effects Analysis, Statistical Process Control, Defense Quality Managerment System, Production Readiness Review, Manufacturing Readiness Assesment and so on. Results: The Process Control Modeling that has the following procedures ; searching the critical to quality, statistical analysis by process, verify process. Moreover, the effectiveness of the methodology is verified by applying to the precision guided munitions. Conclusion: To achieve a analysis methods of statistical process control and verify process for precision guided munitions.

Bioequivalence trial with two generic drugs in 2 × 3 crossover design with missing data

  • Park, Sang-Gue;Kim, Seunghyo;Choi, Ikjoon
    • Communications for Statistical Applications and Methods
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    • 제27권6호
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    • pp.641-647
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    • 2020
  • The 2 × 3 crossover design, a modified version of the 3 × 3 crossover design, is considered to compare the bioavailability of two generic candidates with a reference drug. The 2 × 3 crossover design is more economically favorable due to decrease in the number of sequences, rather than conducting a 3×3 crossover trial or two separate 2 × 2 crossover trials. However, when using a higher-order crossover trial, the risk of drop-outs and withdrawals of subjects increases, so the suitable statistical inferences for missing data is needed. The bioequivalence model of a of 2×3 crossover trial with missing data is defined and the statistical procedures of assessing bioequivalence is proposed. An illustrated example of the 2 × 3 trial with missing data is also presented with discussion.

최근 3년간(2010-2012) 한국한의학연구원논문집 게재 논문의 통계기법에 관한 연구 (Analysis of Articles Published in the Journal of Korea Institute of Oriental Medicine - from 2010 to 2012)

  • 강경원;이민희;김정은;이상훈;최선미
    • 한국한의학연구원논문집
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    • 제18권3호
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    • pp.127-132
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    • 2012
  • Background and Purpose : This study was to investigate statistical validities and trends of previously reported papers that used various statistical techniques such as t-test and analysis of variance. Methods : To analyze the statistical procedures, 38 original articles using those statistical methods were selected from Journal of Korea Institute of Oriental Medicine(JKIOM) published from 2010 to 2012. Results : Analysis of variance and t-test were used in 20 papers (38.5%), 16 papers (30.8%) of 52 papers. Four articles(10.5%) did not report ${\alpha}$ values and nineteen papers(50.0%) of 38 ones were not tested for normal distribution. Five papers (13.2%) misused t-test and 3 papers (7.9%) did not carry out the multiple comparison. Conclusions : To improve the quality of JKIOM, The participation of statisticians in research design will reduce the significant errors in statistical interpretation of the results.