• 제목/요약/키워드: Statistical comparisons

검색결과 383건 처리시간 0.023초

다변량 Thomas-Fiering 모형과 Matalas 모형의 비교연구 (A Comparative Study on the Multivariate Thomas-Fiering and Matalas Model)

  • 이주헌;이은태
    • 물과 미래
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    • 제24권4호
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    • pp.59-66
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    • 1991
  • 단기간의 실측자료를 이용하여 다변량 추계학적 모형에 의해 월유량 자료를 모의발생 시키는 목적은 수자원 시스템의 운영 조작 방침을 결정하기 위한 풍부한 입력자료를 제공하는데 있다. 본연구에서는 2종류의 다변량 모형(Thomas-Fiering 과 Matalas)을 서로 근접해 있는 두 지점에 적용하여 각각의 모형에 의한 모의 결과의 우수성과 적용가능성을 검토하여 보았으며, 이를 위해 모멘트법과 Fourier 분석에 의한 실측자료의 통계특성치를 구하였으며 비교의 기준으로는 실측치와 모의발생 자료의 통계특성을 이용하였다. 본 연구에 사용한 자료를 이용한 연구분석결과로는 다변량 Matalas 모형이 좀더 좋은 결과를 얻을 수 있었으며 변수추정도 수월함을 보였다.

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다변량통계기법을 이용한 지하저장시설 주변의 지하수질 변동에 관한 연구 (Use of Multivariate Statistical Approaches for Decoding Chemical Evolution of Groundwater near Underground Storage Caverns)

  • 이정훈
    • 한국지구과학회지
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    • 제35권4호
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    • pp.225-236
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    • 2014
  • 다변량통계기법은 수리지구화학 자료의 분석 및 해석에 많이 이용되어 왔다. 본 연구에서 대응분석과 주성분분석을 동시에 사용하여 인위적인 활동에 의한 지하수의 특징을 살펴보았다. 본 연구의 목적은 NETPATH 프로그램 속의 WATEQ4F를 이용하여 지하수 화학성분의 분화를 계산하고 이를 다변량통계기법을 이용하여 지구화학적인 정보를 추출하는 것이다. 연구지역은 한반도의 남동쪽에 위치한 울산의 LPG 저장시설이다. 본 연구지역에서는 다른 저장시설에서 관찰되는 초염기성의 조성을 가지는 지하수가 관찰되었다. 이러한 인위적인 영향에 의한 높은 pH를 가지는 지하수로 인해 Al의 분화특징과 탄산염의 침전을 유발할 수 있다. 본 연구에서는 연구지역에 지하수에 영향을 주는 두 인위적인 요소(세정작용와 시멘트영향)에 의해서 수리지구화학적인 특징과 상이 어떻게 변하는 가에 초점을 두었다. 이전 연구결과와 두 통계분석을 통해 제시된 결과를 비교하여 지구화학적인 정보를 이용한 주성분분석과 대응분석인 수리지구화학 연구에서 기초연구로 활용될 수 있음을 알 수 있다.

요통환자에서 중성어혈 약침 사용 용량에 따른 효과 (Dose dependent effects of Jungsongouhyul Pharmacopuncture on Low Back Pain)

  • 정만진;권오곤;우창훈;안희덕
    • 대한약침학회지
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    • 제14권2호
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    • pp.45-52
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    • 2011
  • Objectives : The object of this study is to analyse about Low Back Pain's intensity according to dosage of Jungsongouhyul pharmacopuncture. Method : Three groups were made with 15 patients in Po-Hang Oriental Hospital, which is affiliates to Daegu Haany University. They were observed August 1st, 2010 to September 30th. 2010. Each group was treated by based on acupuncture, herb and other therapy and differential dosage of Jungsongouhyul pharmacopuncture 0,4, 0.8, and 1.2cc. We had measured pain threshold and Visual Analog Scale during first week of their admission. The statistical analysis was performed by using the oneway ANOVA and Tukey's test. Result : Change of VAS was not statistically significant. Change of pain threshold was statistically significant. Multiple comparisons of pain threshold between the group1,2 was not statistically significant. Multiple comparisons of pain threshold between the group1,3 and group2,3 was statistically significant. Conclusions : Jungsongouhyul Pharmacopuncture 1.2cc was more effective than 0.4 and 0.8cc.

이항자료에 대한 예측구간 (On Prediction Intervals for Binomial Data)

  • 류제복
    • 응용통계연구
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    • 제26권6호
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    • pp.943-952
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    • 2013
  • 신뢰구간 추정에 널리 사용되고 있는 Wald, Agresti-Coull, 그리고 베이지안 방법인 Jeffrey와 Bayes-Laplace를 예측구간에 적용하였다. 네 가지 방법의 수치적 비교를 위해서 포함확률, 평균포함확률, 평균제곱오차의 제곱근, 그리고 평균기대폭을 사용하였다. 비교결과 Wald 방법은 신뢰구간에서와 마찬가지로 예측구간에서도 바람직하지 않았고 신뢰구간에서 선호되던 Agresti-Coull 방법은 예측구간에서는 너무 보수적이라 적절치 않다. 반면에 Jeffrey와 Bayes-Laplace 방법은 적절하였고, 특히 Jeffrey 방법은 신뢰구간의 경우에서와 마찬가지로 예측구간에서도 바람직하였다.

체성감각 처치를 초보자에게 적용한 케틀벨 투암 스윙의 운동역학적 효과 비교: 관절 가동범위와 근활성도를 중심으로 (Biomechanical Comparisons of Kettlebell Two-arm Swings according to Somatosensory Interventions for Beginners: Focusing on Joint Ranges of Motion and Muscle Activations)

  • Back, Yei-Chang;Kim, Young-Kwan
    • 한국운동역학회지
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    • 제29권2호
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    • pp.89-96
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    • 2019
  • Objective: The purpose of this study was to investigate biomechanical comparisons of kettlebell two-arm swings after different somatosensory interventions on joint ranges of motion (ROM) and muscle activations. Method: Fourteen kettelbell novices (age: $22.92{\pm}3.23yrs$, mass: $75.75{\pm}9.94kg$, height: $172.03{\pm}5.49cm$), consisting of male college students, participated in this study and performed two-arm kettlebell swings in different conditions. Three different somatosensory interventions were the applications of heavy mass kettlebell (20 kg), taping on gluteus muscles, and unstable mat condition. All subjects performed pre-intervention swings and post-intervention swings, respectively. Statistical analysis were performed on results of joint kinematics and electromyographies of major muscles. Results: Results showed significant increases in ROM of hip and decreases in ROM of shoulder after unstable mat trials. In addition, the application of unstable mat during kettlebell swings induced higher muscle activations in gluteus maximus muscle during only upward phase of two-arm kettlebell swings. Conclusion: For beginner, the application of unstable surface would increase in hip joint ranges of motion with enhancement of gluteus muscles.

이항자료에 대한 예측구간 (On prediction intervals for binomial data)

  • 류제복
    • 응용통계연구
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    • 제34권4호
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    • pp.579-588
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    • 2021
  • 신뢰구간 추정에 널리 사용되고 있는 Wald, Agresti-Coull, 그리고 베이지안 방법인 Jeffrey와 Bayes-Laplace를 예측구간에 적용하였다. 네 가지 방법의 수치적 비교를 위해서 포함확률, 평균포함확률, 평균제곱오차의 제곱근, 그리고 평균기대폭을 사용하였다. 비교결과 Wald 방법은 신뢰구간에서와 마찬가지로 예측구간에서도 바람직하지 않았고 신뢰구간에서 선호되던 Agresti-Coull 방법은 예측구간에서는 너무 보수적이라 적절치 않다. 반면에 Jeffrey와 Bayes-Laplace 방법은 적절하였고, 특히 Jeffrey 방법은 신뢰구간의 경우에서와 마찬가지로 예측구간에서도 바람직하였다.

Assessment and quantification of hurricane induced damage to houses

  • Chiu, Gregory L.F.;Wadia-Fascetti, Sara Jean
    • Wind and Structures
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    • 제2권3호
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    • pp.133-150
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    • 1999
  • Significant costs to the public and private sectors due to recent extreme wind events have motivated the need for systematic post-hurricane damage data collection and analysis. Current post disaster data are collected by many different interested groups such as government agencies, voluntary disaster relief agencies, representatives of media companies, academicians and companies in the private sector. Each group has an interest in a particular type of data. However, members of each group collect data using different techniques. This disparity in data is not conducive to quantifying damage data and, therefore, inhibits the statistical and spatial description of damage and comparisons of damage among different extreme wind events. The data collection does not allow comparisons of data or results of analyses within a group and also prohibits comparison of damage data and information among different groups. Typically, analyses of data from a given event lead to different conclusion depending upon the definition of damage used by individual investigators and the type of data collected making it difficult for members of groups to compare the results of their analyses with a common language and basis. A formal method of data collection and analysis-within any single group-would allow comparisons to be made among different individuals, hazardous events and eventually among different groups, thus facilitating the management and reduction of damage due to future disaster. This research introduces a definition of damage to single family dwellings, and a common method of data collection and analysis suited for groups interested in regional characterization of damage. The current state-of-data is presented and a method for data collection is recommended based on these existing data collection methods. A fixed-scale damage index is proposed to consider the damage to a dwelling's feature. Finally, the damage index is applied to three dwellings damaged by Hurricane Iniki (1992). The damage index reflects the reduced functionality of a structure as a single family detached dwelling and provides a means to evaluate regional damage due to a single event or to compare damage due to events of different severity. Evaluation of the damage index and the data available support recommendation for future data collection efforts.

External apical root resorption 6 months after initiation of orthodontic treatment: A randomized clinical trial comparing fixed appliances and orthodontic aligners

  • Toyokawa-Sperandio, Katia Cristina;Conti, Ana Claudia de Castro Ferreira;Fernandes, Thais Maria Freire;de Almeida-Pedrin, Renata Rodrigues;de Almeida, Marcio Rodrigues;Oltramari, Paula Vanessa Pedron
    • 대한치과교정학회지
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    • 제51권5호
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    • pp.329-336
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    • 2021
  • Objective: To compare the magnitude of external apical root resorption (EARR) 6 months after starting orthodontic treatment using orthodontic aligners (OAs) and fixed appliances (FAs). Methods: This parallel randomized clinical trial included 40 patients randomized into two groups: OA group (n = 20, 160 incisors) and FA group (n = 20, 160 incisors). For evaluation of the tooth length, periapical radiographs and standardized linear measurements of the maxillary and mandibular incisors were acquired before (T0) and 6 months after treatment initiation (T1). EARR was calculated through the difference in length between the two time points (T1-T0). Statistical comparisons were performed by means of using t-tests, chi-squared test and covariance analysis (a = 5%). Results: Rounding of the root apex was observed in both groups; the resorption involved 2.88% of the root length, so 97.12% of the tooth length remained intact. Intragroup comparisons between the two time points revealed a significant difference, with (T1-T0) ranging from -0.52 to -0.88 mm in the FA group and from -0.52 to -0.85 mm in the OA group. In the intergroup comparisons, only tooth #21 presented a statistically significant difference (OA: -0.52 ± 0.57 mm, FA: -0.86 ± 0.60 mm); however, the overall differences between groups were not clinically relevant, ranging from 0.03 to 0.35 mm. Conclusions: OA and FA treatment resulted in a similar degree of EARR in the maxillary and mandibular incisors at 6 months after treatment initiation. However, the amount of resorption was small and does not impair tooth longevity.

PLS-MGA 방법론을 활용한 제도론적 관점에서의 공공제도 품질과 사용자 행태의 분석 (Analysis of Public System's Quality and User Behavior Using PLS-MGA Methodology : An Institutional Perspective)

  • 이재열;황승준
    • 산업경영시스템학회지
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    • 제40권2호
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    • pp.78-91
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    • 2017
  • In this study, we conducted a comparative study on user's perception and behavior on public system service (PSS) using institutionalism theory and MGA (multi-group analysis) methodology. In particular, this study focuses on how institutional isomorphism is applied to public system services and how MGA can be implemented correctly in a variance based SEM (structural equation model) such as PLS (partial least square). A data set of 496 effective responses was collected from pubic system users and an empirical research was conducted using three segmented models categorized by public proximity theory (public firms = 113, government contractors = 210, private contractors = 173). For rigorous group comparisons, each model was estimated by the same indicators and approaches. PLS-SEM was used in testing research hypotheses, followed by parametric and non-parametric PLS-MGA procedures in testing categorical moderation effects. This study applied novel procedures for testing composite measurement invariance prior to multi-group comparisons. The following main results and implications are drawn : 1) Partial measurement invariance was established. Multi-group analysis can be done by decomposed models although data can not be pooled for one integrated model. 2) Multi-group analysis using various approaches showed that proximity to public sphere moderated some hypothesized paths from quality dimensions to user satisfaction, which means that categorical moderating effects were partially supported. 3) Careful attention should be given to the selection of statistical test methods and the interpretation of the results of multi-group analysis, taking into account the different outcomes of the PLS-MGA test methods and the low statistical power of the moderating effect. It is necessary to use various methods such as comparing the difference in the path coefficient significance and the significance of the path coefficient difference between the groups. 4) Substantial differences in the perceptions and behaviors of PSS users existed according to proximity to public sphere, including the significance of path coefficients, mediation and categorical moderation effects. 5) The paper also provides detailed analysis and implication from a new institutional perspective. This study using a novel and appropriate methodology for performing group comparisons would be useful for researchers interested in comparative studies employing institutionalism theory and PLS-SEM multi-group analysis technique.

MPEG 비디오 소스의 특성화 및 트래픽 모델링에 관한 연구 (A study on the characterization and traffic modeling of MPEG video sources)

  • 전용희;박정숙
    • 한국정보처리학회논문지
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    • 제5권11호
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    • pp.2954-2972
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    • 1998
  • 광대역 종합정보 통신망에서 주문형 비디오 서비스 등의 멀티미디어 서비스가 본격적으로 도입됨에 따라 압축된 비디오의 전송이 전체 통신망 트래픽의 상당 부분을 차지할 것으로 기대된다. 가변 비트율로 부호화된 비디오가 통계적 이득과 일정한 비디오 품질을 제공할 수 있는 장점 때문에 많이 사용이 될 것이다. 비디오 트래픽을 전송하기 위해서는 음성 및 데이터 보다 많은 대역폭을 요구하기 때문에 ATM 통신망에서의 적절한 자원 할당 기법의 설계를 위하여 비디오 소스의 특성화와 트래픽 모델링은 아주 중요하다. 그리고 셀 손실, 지연 및 지터 등과 같은 성능 척도를 분석하기 위하여도 적절한 통계적 소스 모델이 필요하다. 본 논문에서는 MPEG 비디오 소스에 대한 특성화와 트래픽 모델링에 대하여 분석 기술하였다. 모델들을 크게 두 가지 즉, 통계적 모델과 결정적 모델로 분류하였다. 통계적 모델에서는 AR(autoregnessive), Markov, Markov와 AR의 복합, TES, 그리고 자기유사 모델로 분류하였다. 결정적 모델에서는 $({\sigma},\;{\rho}$, 매개변수화된 모델, D-BND, Empirical Envelopes 모델로 분류하였다. 각 모델들에 대한 특성, 장점 및 단점을 분석하고, 각 모델의 복잡도에 대하여 비교 분석하였다.

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