• 제목/요약/키워드: Nonparametric test

검색결과 330건 처리시간 0.022초

교차계획 구간절단 생존자료의 비례위험모형을 이용한 분석 (Analysis of Interval-censored Survival Data from Crossover Trials with Proportional Hazards Model)

  • 김은영;송혜향
    • 응용통계연구
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    • 제20권1호
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    • pp.39-52
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    • 2007
  • 협심증 치료의 신약에 대한 교차계획 임상시험(crossover clinical trials)에서 신약의 효능을 알아보는 운동테스트(treadmill exercise test) 결과는 중도절단 생존시간(censored survival times)으로 측정된다. 이 논문에서는 교차계획에서 수집된 중도절단 생존자료의 여러 가지 분석법에 대해 설명한다. 중도절단을 감안한 비모수적 방법들과 층화 Cox 비례위험모형 (stratified Cox proportional hazards model)에 근거한 분석법이 제시되었다. 한편, 교차계획의 두 시기에 걸쳐 수집된 생존시간의 차(difference)로부터 구간절단자료(interval censored data)가 생성되며 이에 근거한 분석법으로서 이 논문에서는 구간절단자료에 대한 Cox 비례위험모형 (proportional hazards model)의 가능성을 알아보며, 예제 자료로써 여러 방법들의 결과를 비교해 본다.

신용평가를 위한 Kolmogorov-Smirnov 수정통계량 (Modified Kolmogorov-Smirnov Statistic for Credit Evaluation)

  • 홍종선;방글
    • 응용통계연구
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    • 제21권6호
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    • pp.1065-1075
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    • 2008
  • 신용평가모형 개발과 적합성 검정 연구에서 부도율분포로부터 부도기업과 정상기업의 판별력을 검정하는 방법으로 비모수적인 방법인 Kolmogorov-Smirnov(K-S) 검정방법을 많이 사용한다. 모집단에 대한 누적분포함수를 알고있으며 이 분포함수가 두 개의 분포함수로 분할되었다는 가정하에서 두 분포함수 동일성을 검정하는 신용평가 연구에서 스코어 또는 부도율이 다양한 확률분포를 따른다고 가정하고 기존의 K-S 통계량과 수정된 K-S 통계량을 비교 토론한다.

Evaluation of the effect of abutment preparation angles on the repeatability and reproducibility using a blue light model scanner

  • Kim, Dong-Yeon
    • The Journal of Advanced Prosthodontics
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    • 제12권4호
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    • pp.210-217
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    • 2020
  • PURPOSE. The purpose of the study is to evaluate the repeatability and reproducibility of the abutment angle using a blue light scanner. MATERIALS AND METHODS. 0°, 6°, and 10° wax cast abutment dies were fabricated. Each of the silicone impression was produced using the replicable silicone. Each study die was constructed from the prepared replicable stone used for scans. 3-dimensional data was obtained after scanning the prepared study dies for the repeatability by using the blue light scanner. The prepared 3-dimensional data could have the best fit alignment using 3-dimensional software. For reproducibility, each abutment was used as the first reference study die, and then it was scanned five times per each. 3-dimensional software was used to perform the best fit alignment. The data obtained were analyzed using a nonparametric Kruskal-Wallis H test (α=.05), post hoc Mann-Whitney U test, and Bonferroni correction (α=.017). RESULTS. The repeatability of 0°, 6°, and 10° abutments was 3.9, 4.4 and 4.7 ㎛, respectively. Among them, the 0° abutment had the best value while the 10° abutment showed the worst value. There was a statistically significant difference (P<.05). The reproducibility of 0°, 6°, and 10° abutments was 6.1, 5.5, and 5.3 ㎛, respectively. While the 10° abutment showed the best value, the 0° abutment showed the worst value. However, there was no statistically significant difference (P>.05). CONCLUSION. In repeatability, the 0° abutment showed a positive result. In reproducibility, the 10° abutment achieved a positive result.

선박거주구 제조업 종사자의 직무스트레스와 작업능력에 관한 연구 (A Study on Job Stress and Work Ability of Workers in the Deckhouse Manufacturing Industry)

  • 김명우;장성록
    • 한국안전학회지
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    • 제26권6호
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    • pp.79-84
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    • 2011
  • There have been so many studies related to job stress or musculoskeletal disorders(MSDs) in the shipbuilding industry. However, study of employee performance evaluation that reflect on the industrial features of the deckhouse manufacturing industry has not been established. Therefore, this study aimed to evaluate workers' job stress and work ability through statistical significance tests according to age, work types, years of service, work forms and sex. For this, the study conducted a job stress test using the Korean Occupational Stress Questionnaire Short Form, and employee performance evaluations using the Work Ability Index(WAI) of the Finnish Institute of Occupational Health (FIOH) on 536 workers in the deckhouse manufacturing industry. MINITAB statistics program was used for statistics analysis and significance was verified with the Kruskal-Wallis test, a corporate body of nonparametric statistical analysis. As a result, employee performance had significant differences, depending on age, work types, years of service and sex, and job stress also depended on the number of service year and work form. Additionally, it was found that employee performance decreased more as job stress increased.

직무스트레스와 작업능력의 상관관계에 관한 연구 (Relationship between Job Stress and Work Ability)

  • 이유정;장성록
    • 한국안전학회지
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    • 제27권3호
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    • pp.125-130
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    • 2012
  • According to the Korea National Statistical Office data in 2010, the population over ages of 65 years would possess to 11.3% whole population of Korea in 2011 denoting Korea is already in the aging society. Old age is associated with inevitable time-dependent losses in physical capabilities. However the maintenance of physical capabilities is essential for continuing independence in old age. The work ability index(WAI) was constructed to reveal how well a worker is able to perform his work. This study focused on the discovery of an industrial and age-related influences on the work ability and job stress of workers in the shipbuilding, house managing, apartment construction industry. For this, the study conducted a job stress test using the Korean Occupational Stress Questionnaire Short Form, and employee performance evaluations using the Work Ability Index (WAI) of the Finnish Institute of Occupational Health (FIOH) on 3,228 workers in the shipbuilding, house managing and apartment construction industry. SPSS 12.0 K statistics program was used for statistics analysis and significance was verified with the Kruskal-Wallis test, a corporate body of nonparametric statistical analysis. As a result, employee performance had significant differences, depending on age, an industrial and years of service. The mean WAI score of the shipbuilding industry was lower than that of the other industry. Additionally, it was found that employee work ability decreased more as job stress increased.

신호 검파 문제에 쓰는 모수와 비모수 검정 통계량 사이의 상관계수 (Correlation Coefficients between Parametric and onparametric Test Statistics for Signal Detection Problems)

  • 박소령;권형문;배진수;최상원;이주미;송익호
    • 한국통신학회논문지
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    • 제30권6C호
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    • pp.541-550
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    • 2005
  • 이 논문에서는 모수와 비모수 신호 검파에서 널리 쓰이는 네 통계량 사이의 결합 분포와 상관계수를 얻는다. 아울러, 상관계수들의 상한과 하한을 얻고, 상관계수들 사이의 눈여겨볼 만한 관계를 살펴본다. 또한, 몇 가지 분포에서 얻은 상관계수 값을 표와 그림으로 정리하여 쉽게 참고할 수 있도록 하였다. 이 논문에서 얻은 결과는 여러 검정 통계량을 서로 견주어 볼 때 쓸모 있을 것이다.

시장위험에 대한 금융자산의 종합적 위험관리(VaR모형 중심) (A study on synthetic risk management on market risk of financial assets(focus on VaR model))

  • 김종권
    • 산업경영시스템학회지
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    • 제22권49호
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    • pp.43-57
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    • 1999
  • The recent trend is that risk management has more and more its importance. Neverthless, Korea's risk management is not developed. Even most banks does gap, duration in ALM for risk management, development and operation of VaR stressed at BIS have elementary level. In the case of Fallon and Pritsker, Marshall, gamma model is superior to delta model and Monte Carlo Simulation is improved at its result, as sample number is increased. And, nonparametric model is superior to parametric model. In the case of Korea's stock portfolio, VaR of Monte Carlo Simulation and Full Variance Covariance Model is less than that of Diagonal Model. The reason is that VaR of Full Variance Covariance Model is more precise than that of Diagonal Model. By the way, in the case of interest rate, result of monte carlo simulation is less than that of delta-gamma analysis on 95% confidence level. But, result of 99% is reversed. Therefore, result of which method is not dominated. It means two fact at forecast on volatility of stock and interest rate portfolio. First, in Delta-gamma method and Monte Carlo Simulation, assumption of distribution affects Value at Risk. Second, Value at Risk depends on test method. And, if option price is included, test results will have difference between the two. Therefore, If interest rate futures and option market is open, Korea's findings is supposed to like results of other advanced countries. And, every banks try to develop its internal model.

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실험계획법을 이용한 평문.암호문 식별방법의 표본크기 선택에 관한 연구 (On sample size selection for disernment of plain and cipher text using the design of experiments)

  • 차경준
    • 정보보호학회논문지
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    • 제9권4호
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    • pp.71-84
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    • 1999
  • 암호알고리즘 출력 때문에 대한 난수성 검정은 평문과 암호문 식별에 중요한 역할 을 하고 있다. 따라서 현재 많이 사용되고 있는 나수성 검정 방법들의 비교 및 분석은 필수적이라 할수 있 다. 또한 하 나의 검정방법을 이용하고자 할 때 평문과 암호문을 식별할수 있는 최소한의 데이터 크기 는 실시간 검 정 측면에서 많은 도움을 줄수 있을 것이다. 본 논문에서는 대표적인 몇 개의 난수성 검정 방법들에 대 하여 평문과 암호문 식별에 대한 성공률을 실험을 통하여 분석하고 실험계획법을 이용하여 주어진 표본 크기들 중에서 각 난수성 검정방법에 따른 하나의 최적의 표본크기를 제안한다.

치과 3D 프린팅용 광중합 시간에 따른 중합도 비교 (Comparison of polymerization by time of light curing for dental 3D printing)

  • 김동연;이광영
    • 대한치과기공학회지
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    • 제44권3호
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    • pp.76-80
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    • 2022
  • Purpose: The purpose of this study is to analyze the depth according to curing using photocurable resin for dental three-dimensional printing. Methods: A stainless mold with a height of 4 mm was prepared. Ultraviolet (UV) polymerization resin was injected into the mold. Photocuring was then performed for 5 minutes using a photopolymerizer, and the height was measured using a digital measuring instrument (first group). Second, light polymerization was also performed outside the mold for 5 minutes, and the height was measured using a digital measuring instrument. Third, light polymerization was further performed for 5 minutes, and the height was measured using a digital measuring instrument. Statistical analysis was performed with the Kruskal-Wallis test, which is a nonparametric test (α=0.05). Results: The third group had the largest measurement length, whereas the first group had the smallest. However, the difference between groups was not statistically significant (p>0.05). The color of the first group was different from that of the second and third groups. Conclusion: All of the 4-mm-thick photocured specimens had a curing reaction, but the part that was not directly irradiated with UV did not show its original color.

The Effect of a Forest Healing Program on Cognitive Function, Depression, Anxiety, and Cortisol Levels in Elderly People

  • Soyeon, Kim;Jungkee, Choi
    • Journal of Forest and Environmental Science
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    • 제38권4호
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    • pp.290-301
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    • 2022
  • Increasing life expectancy leads to a rise in the prevalence of aging-related mental diseases and a concomitant increase in the financial and societal pressures related to their prevention and management. This issue is attracting increasing attention from researchers. Therefore, this study aimed to determine whether a healing program in a forest environment is effective for improving cognitive function, depression, anxiety, and stress in elderly people. A nonequivalent control group pretest-posttest design was used. The experimental group consisted of 18 males and females aged 60 to 80 years who participated in a forest healing program for seven days, while the comparison group comprised 10 people with similar demographics. For the process of data analysis, this study performed a cross-analysis to determine the homogeneity of the data and carried out the Wilcoxon signed-rank test, a nonparametric statistical test, to verify the significance of each group. Participation in the forest healing program led to a significant improve-ment in cognitive function (p=0.030). The levels of depression decreased, but this result was not statistically significant. The levels of anxiety decreased significantly (p=0.004). The mean cortisol score, a measurement of stress, decreased, but it was not statistically significant. These findings confirmed the effectiveness of this program for improving certain mental conditions of elderly people, and affirmed that the use of long-term forest healing programs can be expected to alleviate national pressures created by aging societies.