• 제목/요약/키워드: Kolmogorov test

검색결과 229건 처리시간 0.03초

지리정보시스템과 토양수분모형을 이용한 농업가뭄분석 (Agricultural Drought Analysis using Soil Water Balance Model and Geographic Information System)

  • 배승종
    • 한국농공학회지
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    • 제41권6호
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    • pp.33-43
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    • 1999
  • Drought is a serious diaster in agriculutre, especially to upland crops. Hence, the Agricultural Drought Analysis Model (ADAM) that is integratable with GIS was applied to analyae agriculture drought in upland. ADAM is composed of two sub-models , one is a Soil Water Balance Model (SWBM) and the other is a Drougth Analysis Model (DAM) that is based on the Runs theory. The ADAM needs weather data, rainfall data and soil physical characteristics data as input and calculates daily soil moisture contents. GIS was integrated to the ADAM for the calculation of regional soil moisture using digitized landuse map, detaile dsoil map, thiessen network and district boundary . For the agriculutral drought analysis, the ADAM adapt the Runs theory for analyzing drought duration, severity and magnitude . Log-Pearson Type-III probability distribution function and Kolmogorov-Smirnov test were used to test the fitness of good of the model. The integration of ADAM with GIS was successfully implemented and would be operated effectively for the regional drought analysis.

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지수분포의 검정을 위한 쿨백-레이블러 정보함수 (Tests for Exponentiality by Kullback-Leibler Information)

  • 김종태;이우동;강석복
    • 한국산업정보학회논문지
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    • 제5권2호
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    • pp.39-46
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    • 2000
  • 최근 엔트로피 추정에 대하여 개발된 새로운 방법들을 이용함으로서 쿨백-레이블러 정보함수를 사용하여 지수분포에 대한 적합도 검정통계량들을 제시하고 그 검정력들과 기존의 검정 통계량들의 검정력들과 비교 조사하는데 목적이 있다. 또한 제시된 검정통계량들에 대한 점근적 성질들을 소개하고, 기각영역들에 대하여 표를 제시하였다. 제시된 검정통계량들은 기존의 검정통계량들보다 검정력 비교에 있어서 우수한 검정력을 보였다.

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3변수 확률분포형에 의한 극치강우의 빈도분석 (Frequency Analysis of Extreme Rainfall Using 3 Parameter Probability Distributions)

  • 김병준;맹승진;류경식;이순혁
    • 한국농공학회논문집
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    • 제46권3호
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    • pp.31-42
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    • 2004
  • This research seeks to derive the design rainfalls through the L-moment with the test of homogeneity, independence and outlier of data on annual maximum daily rainfall at 38 rainfall stations in Korea. To select the appropriate distribution of annual maximum daily rainfall data by the rainfall stations, Generalized Extreme Value (GEV), Generalized Logistic (GLO), Generalized Pareto (GPA), Generalized Normal (GNO) and Pearson Type 3 (PT3) probability distributions were applied and their aptness were judged using an L-moment ratio diagram and the Kolmogorov-Smirnov (K-S) test. Parameters of appropriate distributions were estimated from the observed and simulated annual maximum daily rainfall using Monte Carlo techniques. Design rainfalls were finally derived by GEV distribution, which was proved to be more appropriate than the other distributions.

일사량 확률분포함수를 이용한 태양광 발전시스템 발전량 예측 (Photovoltaic Generation System Output Forecasting using Irradiance Probability Distribution Function)

  • 이일룡;배인수;정창호;김진오;심헌
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 하계학술대회 논문집 A
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    • pp.548-550
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    • 2004
  • This paper suggests a methodology for calculation of photovoltaic(PV) generation system output using probability distribution function, PV way efficiency and PV system design Parameters. Long term irradiance recorded for every hour of the day for 11 years were used. For goodness-fit test, several distribution functions are tested by Kolmogorov- Smirnov(K-S) test. And the calculated generation output is compared with that of CMS(Centered Monitoring System), which can monitoring PV generation output of each PV generation site.

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모바일 포털들의 응답시간 비교 및 분류에 관한 연구 (A Study on Comparison and Classification of Response Time of Mobile Portals)

  • 류귀열
    • 한국인터넷방송통신학회논문지
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    • 제18권3호
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    • pp.1-7
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    • 2018
  • 연구의 목적은 3개 모바일 포털사이트의 응답시간을 분포를 이용하여 비교하고 분류하는 것이다. 연구대상은 Naver, Daum, Nate의 모바일 포털 사이트 접속페이지이며, 실험기간은 모바일 포털들이 활성화되기 시작되던 즈음인 2012년 4월 18일에서 2018년 4월 17일까지 6년간이다. 그리고 실험횟수는 4,060회이다. 분포비교를 위해 히스토그램과 백분율을 이용하였으며 이론적인 비교를 위해 모수적 방법인 카이스케어 검정과 비모수적 방법인 콜모고로프-스미르노프 검정을 실시하였다. 네가지 방법 모두 Naver가 가장 빨랐고, 다음이 Nate, Daum이 가장 느렸다. 평균 응답시간 면에서도 같은 결과를 낳았다. 이러한 결과는 유선 포털의 결과와 정반대로서, Naver는 매체 특성에 맞게 유선에서는 많은 콘텐츠를 무선에서는 응답시간을 높이는 전략이고, Daum은 무선에서 응답시간을 희생하면서 콘텐츠를 중시하는 전략을 구사하고 있음을 알 수 있다. 분류에서는 응답시간에 따라 "Comfortable"과 "Tolerable", "Feedback", "Leave"로 나누었으며, 이용자들이 떠날 수 있다는 7초 이상인 "Leave"의 비율이 Naver는 1.18%, Daum이 11.70%, Nate가 1.5%로 Daum이 압도적으로 높아서 Daum의 응답시간은 개선이 매우 절실한 수준임을 알 수 있다. 또한 분류 결과에 의하면 3개 모바일 포털들이 응답시간을 줄이는 것이 필요하다는 것을 밝혔다. 본 논문의 결과가 모바일 포털들의 응답시간을 줄이는 기술경쟁을 촉진할 수 있기를 기대한다.

탈북청소년을 위한 대인간호중재 프로그램의 개발 및 효과 (Development and Effectiveness of the Interpersonal Caring Program for Young North Korean Defectors)

  • 최정임;최은정
    • 지역사회간호학회지
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    • 제31권3호
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    • pp.310-321
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    • 2020
  • Purpose: The purpose of this study is to evaluate the effectiveness of the interpersonal caring program for young North Korean defectors which we developed based on Kim's interpersonal caring technique. Methods: This study employs a non-equivalent control group pretest-posttest design. The subjects of this study are 36 young North Korean defectors living in three areas. The participants are recruited through alternative schools, churches, and acquaintances. The experimental group consists of 20 participants and the control group consists of 16 participants. Experiments are conducted by four days. Specifically, the experiments are conducted eight times and each takes about 120 minutes. Furthermore, we run the camp for two nights and three days. We test our hypothesis by using Kolmogorov-Smirnov, Independent t-test, Paired t-test, and Independent t-test. Results: All the test statistics support our hypotheses such as self-esteem (t=1.87, p=.035), mental health (t=-1.69, p=.049), interpersonal relationships (t=1.93, p=.031), and quality of life (t=1.88, p=.034). Conclusion: We found that the interpersonal caring program developed in this study is effective in improving North Korean defectors' self-esteem, mental health, interpersonal relationships, and quality of life.

교차하는 두 생존함수의 동일성 검정법에 관한 비교연구 (A comparison of the statistical methods for testing the equality of crossing survival functions)

  • 이윤주;이재원
    • Journal of the Korean Data and Information Science Society
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    • 제26권3호
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    • pp.569-580
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    • 2015
  • 두 집단의 생존분포의 비교를 위한 방법으로는 로그-순위 검정법이 널리 쓰이고 있다. 그러나 이는 두 집단의 생존분포 간에 비례위험모형 가정이 성립하는 경우에 적합한 것으로써, 두 집단의 생존분포가 교차하는 상황 하에서는 해당 검정법의 유효성을 장담할 수 없다. 그러나 두 집단의 생존분포가 교차하는 상황은 빈번히 발생하며, 이 같은 상황에서 두 생존분포의 동일성 검정을 위한 여러 연구가 진행되어왔다. 본 논문에서는 두 집단 간 생존분포가 교차하는 상황 하에서의 동일성 검정을 위한 방법들을 고려한다. 나아가 교차하는 상황을 위치에 따라 세분화하고 모의실험을 통해 각 상황에서 다양한 검정법들의 검정력을 비교하였으며, 그 결과를 토대로 주어진 상황에서 적절한 방법의 선택에 유용한 정보를 제공하고자 한다.

Validity and Reliability of Ultrasound Measurement of Knee Joint Space Width in Individuals With Knee Osteoarthritis

  • Kim, Geon;Cha, Young-joo;Shin, Ji-won;You, Sung-hyun
    • 한국전문물리치료학회지
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    • 제26권1호
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    • pp.60-66
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    • 2019
  • Background: Knee osteoarthritis (OA) is a single most arthritic disease. Knee joint space width (JSW) is commonly used for grading severity of knee OA. However, previous studies did not established criterion validity and test-retest reliability of ultrasound (US) image for measuring JSW. Objects: The aim of this study was to establish criterion validity and test-retest reliability of US measurement of medial and lateral knee JSW. Methods: Twenty-nine subjects with knee OA were participated. The US and X-ray were used to measure knee JSW. One sample Kolmogorov-Smirnov test was used to confirm the data normal distribution. Pearson correlation coefficient and ICC were used to calculated and establish criterion validity and test-retest reliability, respectively. Results: US measurement of medial and lateral knee JSW was highly correlated with radiographic imaging measure (r=.714 and .704, respectively). Test-retest reliabilities of medial and lateral knee JSW were excellent correlated (ICC=.959 for medial side and .988 for lateral side, respectively). Conclusion: US may be valid tool to measure knee JSW.

태백지역 석탄광산의 작업부서별 호흡성 분진 폭로농도 (Respirable Cool Dust Exposure Concentration at Work Sites of Underground Coal Mines in Taebaek Area)

  • 윤영노;정호근
    • 한국산업보건학회지
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    • 제1권1호
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    • pp.47-55
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    • 1991
  • Exposure level of respirable coal dust of underground coal mines in Taebaek area was evaluated. Personal air samplers with 10-mm nylone cyclones were attached to the coal workers including drillers, coal cutters, their assistants, haulers, and separators. Log-normality of respirable dust exposure concentration were tested by Kolmogorov-Smirnov one-sample test. Differences of means of respirable dust exposure concentration between work sites were tested by one-way ANOVA test and multiple comparison(Scheffe) test. And differences of respirable dust exposure concentration of principal and assistant workers in drilling sites and in coal faces were tested by paired t-test. Relation of respirable dust exposure concentration for the principal workers and their assistants in drilling sites and in coal faces were tested by regression analysis. The results were as follows : 1. All of the respirable dust concentration were log-normally distributed. 2. There were not only significantly different means of exposure concentration between drillers and coal cutters but between coal cutters and haulers. 3. Means of exposure concentration of drillers and drilling assistants were not significantly different. And means of exposure concentration of coal cutters and coal cutting assistants were not different.

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비모수검정을 이용한 논침투수 수질의 평가 (Evaluation of Percolated Water Quality of Paddy Fields Using Nonparametric Test)

  • 오승영;김진수;오광영
    • 한국농공학회논문집
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    • 제47권2호
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    • pp.99-110
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    • 2005
  • Characteristics of concentrations of total nitrogen (TN), total phosphorus (TP), and chemical oxygen demand (COD) pollutant in percolated water at four paddy field sites (Soro, Odong, Munui, and Boeun) were investigated by a nonparametric test. Percolation rate measurement and percolated water sampling were taken during irrigation periods at $5{\sim}10$ day intervals. The normality of percolation rate and pollutant concentrations were examined using histogram, boxplot, and the Kolmogorov-Smirnov (K-S) test. Pollutant concentrations in percolated water showed positively skewed distribution. The median concentrations of pollutant were 1.91 mg/L for TN, 0.021 mg/L for TP, and 6.6 mg/L for COD, which were lower than its arithmetic mean concentrations by $35\%$ for TN, $36\%$ for TP, and $13\%$ for COD. The median concentrations of TN and TP differed significantly among sample sites according to the Kruskal-Wallis test. However, median concentrations were not significantly different among month except for TN and TP of Soro and COD of Odong. The percolation load of pollutants during irrigation periods in the study area were estimated at $3.12{\sim}7.75\;kg/ha$ for TN, $0.033{\sim}0.155\;kg/ha$ for TP, and 10.7 kg/ha for COD, which were much lower than respective values reported in Japan.