• 제목/요약/키워드: Non-parametric Test

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이완음악이 신체유연성과 스트레스에 미치는 영향 (The Effects of Relaxation Music on the Body Flexibility and Stress)

  • 이광재;김동훈
    • 대한물리치료과학회지
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    • 제22권2호
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    • pp.37-42
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    • 2015
  • Background : The purpose of this study is to identify how the relaxation music listening during exercise influences body flexibility and stress. Methods : Twenty healthy adults 20s and 30s who lack of body flexibility were recruited and each subjects performed exercise during the relaxation music listening or no listening. Bach, aria of linear G was used as the relaxation music. The experiment was conducted for 4 weeks. In this study, PASW ver 18.0 was utilized to perform non-parametric tests for comparisons. Result : The result with respect to the dependent variables are as follows: When non-parametric tests were conducted to compare body flexibility at the test of the right ear touch behind head by left hand and the stretching hands test between the two groups after exercise, they showed significant differences in statistical terms (p<.05). Conclusion : From the above results of the study it was found that the application of the relaxation music during the exercise is effective, it improved the body flexibility of the right ear touch behind head by left hand and the stretching hands more than the exercise without the relaxation music did. The outcome of the experiment may provide basic data for developing an effective way to increase body flexibility.

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확률분포를 이용한 포털들의 응답시간 품질에 관한 연구 (A Study on Quality of Portals Based on Probability Distributions of Response Time)

  • 류귀열
    • 품질경영학회지
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    • 제42권1호
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    • pp.33-41
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    • 2014
  • Purpose: The purpose of this paper is estimate response quality of three major portal in Korea based on the response time. In addition to response time, the response time by 1Kbyte will be analysed. Methods: Data was collected from July 2010 to November 2013 using Firebug. For comparing averages, ANOVA will be used. For comparing distributions, Chisquare test and Kolmogov-Smirnov test will be used for parametric and non parametric test respectively. Results: For response quality based on response time, Daum gets the first place, Naver the second place, and Nate the third place. But the order of the response time per 1Kbyte is different. The order is Naver, Daum and Nate. Conclusion: The response quality may be estimated using various factors. Response time is the most important factor. Daum provides the shortest response time. We could say Daum provides the best response quality. But Naver provides the shortest response time per 1Kbyte. From these results, we know reducing packets is very important thing in response time.

다차원척도법과 거리분석을 활용한 그룹화된 비유사성에 대한 비모수적 접근법 (Non-parametric approach for the grouped dissimilarities using the multidimensional scaling and analysis of distance)

  • 남승찬;최용석
    • 응용통계연구
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    • 제30권4호
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    • pp.567-578
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    • 2017
  • 일반적으로 그룹화된 다변량자료는 다변량 분산분석(multivariate analysis of variance; MANOVA)을 사용하여 그룹 간 차이를 검정할 수 있다. 그러나 만약 다변량 분산분석의 기본적인 가정이 위배되면 이 방법은 적절하지 못하다. 이 경우 다양한 거리로부터 그룹화된 비유사성을 계산한 후 다차원척도법(multidimensional scaling; MDS), 거리분석(analysis of distance; AOD) 그리고 비모수적 기법인 순열검정(permutation test)을 적용하여 문제를 해결할 수 있다. 다차원척도법은 비유사성으로부터 개체들의 좌표를 계산해주며 거리분석은 이 좌표를 활용하여 그룹구조를 파악하는데 유용하다. 특히 비유사성의 측도로 유클리드 거리를 사용하면 거리분석은 다변량 분산분석과 수리적으로 매우 밀접한 연관관계를 맺는다. 따라서 본 연구에서는 그룹화된 비유사성에 다차원척도법과 거리분석을 적용하여 그룹 내와 그룹 간의 구조를 파악하고 순열검정을 위한 새로운 검정통계량을 제안하려 한다. 덧붙여 유클리드 거리를 활용한 비유사성을 통해 거리분석과 다변량 분산분석과의 수리적 연관성을 고찰하고자 한다.

낙상예방 운동 프로그램이 노인주간보호센터 재가노인의 하지 근력, 균형 능력 및 낙상효능감에 미치는 효과 (The Effects of Community-based Fall Prevention Exercise Program on Lower Extremity Muscle Strength, Balance Ability and Fall Efficacy in Older Adults)

  • 김은정;이한주;이선희
    • 근관절건강학회지
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    • 제28권2호
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    • pp.102-110
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    • 2021
  • Purpose: This study aimed to verify the effects of a community-based fall prevention exercise program for older adults on lower extremity muscle strength, balance ability, and fall efficacy. Methods: This study recruited 30 participants, and the program was conducted for 10 weeks. The program included sessions on strength and balance exercises, conducted for 50 minutes a day and at least three times a week. The collected data were analyzed using non-parametric (Wilcoxon signed-rank test, generalized estimated equation) and parametric statistics (paired t-test, rmANOVA). Results: After 12 weeks of exercise program, lower extremity muscle strength and static-dynamic balance ability significantly increased. The fall efficacy increased from an average score of 2.48 points before the test to an average score of 2.91 points after the test. Regarding general characteristics, there were no significant differences in effect before and after the program, except for fall efficacy. Conclusion: The above results showed that the intervention of a community-based fall prevention exercise program for older adults was effective. Therefore, it is suggested that this exercise program be organized regularly within the center to provide periodic and long-term services.

전적색신호가 교차로 직각충돌사고에 미치는 영향 (Effect of All-Red Clearance Interval on Intersection Right-Angle Crashes)

  • 김용석;강동수;박준태;이수범
    • 대한교통학회지
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    • 제28권1호
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    • pp.97-105
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    • 2010
  • 교차로에서 신호시간 변경 시 교차로를 벗어나지 못한 차량과 대향 차량, 교차로 횡단보도의 보행자(자전거)와의 충돌을 피하기 위하여 황색신호와 별도로 전전색신호를 운영하고 있다. 외국은 전적색신호 운영이 교통사고에 미치는 영향을 분석해 오고 있다. 반면 국내의 경우에는 이와 같은 유사한 연구가 미흡한 실정이다. 본 연구에서는 국내에서 운영되는 전적색신호가 교통사고에 어떠한 영향을 미치는 지를 가설검정 통하여 평가하였다. 전적색신호를 도입한 교차로 10개소에 대하여 전 후 사고율을 분석하였다. 95% 유의 수준에서 비모수 검정을 실시한 결과 전적색신호의 도입은 교차로 안전성을 향상시키는 것으로 분석되었다. 이는 전적색신호가 신호변경 중에 교차로에 남아 있는 차량의 정리와 미리 진입하는 차량을 통제함으로써 교차로내의 직각충돌사고를 감소시켰기 때문으로 분석된다.

국가 지하수관측소 지하수위, 전기전도도 및 수온자료에 대한 모수적 및 비모수적 변동 경향성 분석 (Parametric and Non-parametric Trend Analysis of Groundwater Data Obtained from National Groundwater Monitoring Stations)

  • 이진용;이명재;이재명;안경환;원종호;문상호;조민조
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제11권2호
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    • pp.56-67
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    • 2006
  • 본 연구에서는 국가 지하수관측소에서 획득한 지하수위, 전기전도도 및 수온 관측자료에 대해 모수 및 비모수 경향 분석을 실시하였다. 분석대상은 2003년까지 3년 이상 모니터링을 실시하고 있는 관측소의 지하수 자료이며, 이에는 충적관측정 95개소와 암반관측정 169개소가 해당된다. 모수분석으로 일평균 및 월중앙값에 대해 선형회귀분석을, 그리고 비모수분석으로 월중앙값에 대해 Mann-Kendall test 및 Sen's test를 적용하였다. 선형회귀분석을 통해서는 약50%의 관측정에서 수위, 전기전도도 및 수온이 증가경향을 나타내었고 나머지 절반은 감소하는 것으로 나타났다. 그러나 월중앙값을 이용한 비모수 경향분석에서는 99% 신뢰수준에서 지하수위는 $14.8{\sim}20.0%$가 감소경향으로 나타났고, 전기전도도는 $24.2{\sim}36.9%$가 증가경향을 보였으며, 수온의 경우에는 $27.4{\sim}32.5%$가 증가경향을 보였다. 높은 비율의 관측정에서 증가 혹은 감소의 경향성을 보이는 것은 분석대상 기간이 상대적으로 짧은(최장 6년) 것에 기인한 결과일 수 있다. 한편 현장조사를 실시하여 평가한 결과에서 나타난 지하수위 혹은 전기전도도의 감소 혹은 증가경향 자체가 직접적인 지하수 장해를 의미하지는 않는다. 결국 장기적인 경향성과 더불어 해당 인자의 값 자체 및 감소율을 고려하여야 한다. 본 연구는 국가 지하수관측소 자동 측정자료에 대한 최초의 전면적인 경향분석 결과이다. 이번 연구사례를 토대로 국내 지하수 자원의 전체적인 변동상황을 파악하기 위해서는 정기적인 경향분석을 수행할 필요가 있다.

병원자료에 근거한 혈액 및 혈액화학 검사항목의 참고구간 설정 (Reference Intervals from Hospital-Based Data for Hematologic and Serum Chemistry Values in Dogs)

  • 권영욱;박선일
    • 한국임상수의학회지
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    • 제27권1호
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    • pp.66-70
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    • 2010
  • Reference interval is critical for interpreting laboratory results, monitoring response to therapy and predicting the prognosis of the patients in clinical settings. The aim of the present study was to update established reference intervals for routine hematologic and serum chemistry values for a population of clinically healthy dogs (range, 1-8 years) seen in an animal hospital. Blood was obtained by venipuncture while animals were physically restrained, and samples were analyzed for 9 chemistries on MS9-5H (Melot Schloesing Lab, France) and 6 hematology on Vet Test 8008 (IDEXX, USA). Data from 105 dogs (52 males and 53 females) for hematology and 113 dogs (37 males and 76 females) for chemistry were used to determine reference intervals using the parametric, nonparametric and bootstrap methods. Prior to analysis, all parameters were tested for normal distribution using Anderson-Darling criterion. Of the 9 biochemical analytes, alkaline phosphatase, alanine aminotransferase, aspartate aminotransferase, creatinine, total protein, and glucose concentrations did not fit normal distribution for both original and transformed data. All but eosinophil count satisfied normal distribution for either original or transformed data. Parametric method can be used for original cholesterol concentrations, RBC, WBC, and neutrophil counts. This technique can also be used for power-transformed values of blood urea nitrogen concentrations and for logarithm of lymphocyte and monocyte counts. Non-parametric or bootstrap method was the preferred choice for the remaining 7 biochemical parameters and eosinophil count as they did not follow normal distributions. All three statistical techniques performed in similar reference intervals. When establishing reference intervals for clinical laboratory data, it is essential to assess the distribution of the original data to increase the accuracy of the interval, and non-parametric or bootstrap methods are of alternative for the data that do not fit normal distribution.

Rainfall Trend Detection Using Non Parametric Test in the Yom River Basin, Thailand

  • Mama, Ruetaitip;Bidorn, Butsawan;Namsai, Matharit;Jung, Kwansue
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2017년도 학술발표회
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    • pp.424-424
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    • 2017
  • Several studies of the world have analyzed the regional rainfall trends in large data sets. However, it reported that the long-term behavior of rainfall was different on spatial and temporal scales. The objective of this study is to determine the local trends of rainfall indices in the Yom River Basin, Thailand. The rainfall indices consist of the annual total precipitation (PRCTPOP), number of heavy rainfall days ($R_{10}$), number of very heavy rainfall days ($R_{20}$), consecutive of dry days (CDD), consecutive of wet days (CWD), daily maximum rainfall ($R_{x1}$), five-days maximum rainfall ($R_{x5}$), and total of annual rainy day ($R_{annual}$). The rainfall data from twelve hydrological stations during the period 1965-2015 were used to analysis rainfall trend. The Mann-Kendall test, which is non-parametric test was adopted to detect trend at 95 percent confident level. The results of these data were found that there is only one station an increasing significantly trend in PRCTPOP index. CWD, which the index is expresses longest annual wet days, was exhibited significant negative trend in three locations. Meanwhile, the significant positive trend of CDD that represents longest annual dry spell was exhibited four locations. Three out of thirteen stations had significant decreasing trend in $R_{annual}$ index. In contrast, there is a station statistically significant increasing trend. The analysis of $R_{x1}$ was showed a station significant decreasing trend at located in the middle of basin, while the $R_{x5}$ of the most locations an insignificant decreasing trend. The heavy rainfall index indicated significant decreasing trend in two rainfall stations, whereas was not notice the increase or decrease trends in very heavy rainfall index. The results of this study suggest that the trend signal in the Yom River Basin in the half twentieth century showed the decreasing tendency in both of intensity and frequency of rainfall.

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Two Sequential Wilcoxon Tests for Scale Alternatives

  • Mishra, Prafulla-Chandra
    • Journal of the Korean Statistical Society
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    • 제30권4호
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    • pp.679-691
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    • 2001
  • Two truncated sequential tests are developed for the two-sample scale problem based on the usual Wilcoxon rank-sum statistic for two different dispersion indices - absolute median deviations, when the medians of the two populations X and Y are equal or known and sums of squared mean deviations, when the medians are either unknown or unequal. The first test is briefly called SWAMD test and the second SWSMD test. For the SWAMD test, the percentile points for both the one-sided and two-sided alternatives, (equation omitted) have been found by Wiener approximation and their values computed for a range of values of a and N; analytical expression for the power function has been derived through Wiener process and its performance studied for various sequential designs for exponential distribution. This test has been illustrated by a numerical example. All the results of the SWAMD test, being directly applicable to the SWSMD test, are not dealt with separately Both the tests are compared and their suitable applications indicated.

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철근콘크리트 원형교각의 연성도 상관관계에 관한 연구 (Relationship between Curvature Ductility and Displacement Ductility of RC Bridge Circular Columns)

  • 손혁수;조재원;이재훈
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2002년도 가을 학술발표회 논문집
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    • pp.111-116
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    • 2002
  • The flexural ductility capacity of reinforced concrete columns can be expressed either in terms of curvature ductility or displacement ductility. To evaluate ductility capacity of reinforced concrete columns, analytical models and a non-linear analysis program, NARCC have been developed, which is applicable to the RC columns subjected to seismic loading. The analytical results by using computer program NARCC are in good agreement with the test results. In order to develop relationships between the curvature ductility and the displacement ductility, the analysis for total 21,600 RC circular columns using the computer program NARCC have been carried out for parametric studies. Based on the results from the parametric studies, a correlation equation between the curvature ductility and the displacement ductility was developed.

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