• 제목/요약/키워드: covariance model

검색결과 637건 처리시간 0.034초

만성피로 환자의 증상관리 구조모형 구축 (A Structural Model for Symptom Management of the Patients with Chronic Fatigue)

  • 한금선
    • 대한간호학회지
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    • 제34권2호
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    • pp.333-343
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    • 2004
  • Purpose: This study was designed to construct a structural model for symptom management of life of the patients with chronic fatigue. The hypothetical model was developed based on the literature review and Self-regulating Model. Method: Data were collected by questionnaires from 252 patients with chronic fatigue in the 8 community from December 2002 to April 2003 in Seoul. Data analysis was done with SAS for descriptive statistics and PC-LISREL Program for Covariance structural analysis. Result: The fit of the hypothetical model to the data was moderate, thus it was modified by excluding 4 path and including free parameters and 3 path to it The modified model with path showed a good fitness to the empirical data($x^2$=318.11, p=0.0, GFI=.98, AGFI=.98, NNFI=.95, RMSR=.03, RMSEA=.05). The symptoms of stress, self-efficacy, and present fatigue level were found to have significant direct effect on symptom management of the patients with chronic fatigue. The ways of coping, perceived stress, and fatigue symptom were found to have indirect effects on symptom management of the patients with chronic fatigue. Conclusion: The derived model is considered appropriate in explaining and predicting symptom management of the patients with chronic fatigue. Therefore, it can effectively be used as a reference model for further studies and suggested direction in nursing practice.

Disaggregation 모형에 의한 월유량의 추계학적 모의발생 (A Stochastic Generation of Synthetic Monthly Flow by Disaggregation Model)

  • 박찬영;서병하
    • 물과 미래
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    • 제19권2호
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    • pp.167-180
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    • 1986
  • 추계 수문학 분야에서 중요한 기법으로 인정이 되어져 가고 있으며 점차 이용도가 높아져 가고 있는 분해모형(Disaggregation Model)을 국내 하천유량의 모의발생에 적용가능성을 파악하기 위해서 이 모형의 구조와 매개변수 산정 방법과 년유량을 월유량으로 분해시키고 발생유량 계열의 통계학적 분석을 실시하였으며 타모형과의 비교를 위해서 Thomas-Fiering 모형을 사용하여 그 결과들을 비교 검토하여 실무에 적용시킬 수 있는 가능성을 평가하였다.

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A novel Metropolis-within-Gibbs sampler for Bayesian model updating using modal data based on dynamic reduction

  • Ayan Das;Raj Purohit Kiran;Sahil Bansal
    • Structural Engineering and Mechanics
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    • 제87권1호
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    • pp.1-18
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    • 2023
  • The paper presents a Bayesian Finite element (FE) model updating methodology by utilizing modal data. The dynamic condensation technique is adopted in this work to reduce the full system model to a smaller model version such that the degrees of freedom (DOFs) in the reduced model correspond to the observed DOFs, which facilitates the model updating procedure without any mode-matching. The present work considers both the MPV and the covariance matrix of the modal parameters as the modal data. Besides, the modal data identified from multiple setups is considered for the model updating procedure, keeping in view of the realistic scenario of inability of limited number of sensors to measure the response of all the interested DOFs of a large structure. A relationship is established between the modal data and structural parameters based on the eigensystem equation through the introduction of additional uncertain parameters in the form of modal frequencies and partial mode shapes. A novel sampling strategy known as the Metropolis-within-Gibbs (MWG) sampler is proposed to sample from the posterior Probability Density Function (PDF). The effectiveness of the proposed approach is demonstrated by considering both simulated and experimental examples.

유사가능도 기반의 네트워크 추정 모형에 대한 GPU 병렬화 BCDR 알고리즘 (BCDR algorithm for network estimation based on pseudo-likelihood with parallelization using GPU)

  • 김병수;유동현
    • Journal of the Korean Data and Information Science Society
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    • 제27권2호
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    • pp.381-394
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    • 2016
  • 그래피컬 모형은 변수들 사이의 조건부 종속성을 노드와 연결선을 통하여 그래프로 나타낸다. 변수들 사이의 복잡한 연관성을 표현하기 위하여 그래피컬 모형은 물리학, 경제학, 생물학을 포함하여 다양한 분야에 적용되고 있다. 조건부 종속성은 공분산 행렬의 역행렬의 비대각 성분이 0인 것과 대응하는 두 변수의 조건부 독립이 동치임에 기반하여 공분산 행렬의 역행렬로부터 추정될 수 있다. 본 논문은 공분산 행렬의 역행렬을 희박하게 추정하는 유사가능도 기반의 CONCORD (convex correlation selection method) 방법에 대하여 기존의 BCD (block coordinate descent) 알고리즘을 랜덤 치환을 활용한 갱신 규칙과 그래픽 처리 장치 (graphics processing unit)의 병렬 연산을 활용하여 고차원 자료에 대하여 보다 효율적인 BCDR (block coordinate descent with random permutation) 알고리즘을 제안하였다. 두 종류의 네트워크 구조를 고려한 모의실험에서 제안하는 알고리즘의 효율성을 수렴까지의 계산 시간을 비교하여 확인하였다.

간접 되먹임 필터를 이용한 관성센서 및 초음파 속도센서 기반의 수중 복합항법 시스템 (Underwater Hybrid Navigation System Based on an Inertial Sensor and a Doppler Velocity Log Using Indirect Feedback Kalman Filter)

  • 이종무;이판묵;성우제
    • 한국해양공학회:학술대회논문집
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    • 한국해양공학회 2003년도 춘계학술대회 논문집
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    • pp.149-156
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    • 2003
  • This paper presents an underwater hybrid navigation system for a semi-autonomous underwater vehicle (SAUV). The navigation system consists of an inertial measurement unit (IMU), an ultra-short baseline (USBL) acoustic navigation sensor and a doppler velocity log (DVL) accompanying a magnetic compass. The errors of inertial measurement units increase with time due to the bias errors of gyros and accelerometers. A navigational system model is derived to include the error model of the USBL acoustic navigation sensor and the scale effect and bias errors of the DVL, of which the state equation composed of the navigation states and sensor parameters is 25 in the order. The conventional extended Kalman filter was used to propagate the error covariance, update the measurement errors and correct the state equation when the measurements are available. Simulation was performed with the 6-d.o.f. equations of motion of SAUV in a lawn-mowing survey mode. The hybrid underwater navigation system shows good tracking performance by updating the error covariance and correcting the system's states with the measurement errors from a DVL, a magnetic compass and a depth senor. The error of the estimated position still slowly drifts in horizontal plane about 3.5m for 500 seconds, which could be eliminated with the help of additional USBL information.

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중년여성의 전환상태 모델 (Transition Model of Middle-aged Women)

  • 조인숙;박영숙
    • 대한간호학회지
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    • 제34권3호
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    • pp.515-524
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    • 2004
  • Purpose: The purpose of this study was to develop and test a model to explain the transition state for Korean middle-aged women focusing on the transition concept. Method: A hypothetical model was constructed based on the transition model of Schumacher & Meleis(1994) and tested. Thehypothetical model consisted of 5 latent variables and 11 observed variables. Exogenous variables were demographic characteristics, obstetric characteristics, and health behavior. Endogenous variables were transition state and quality of life with 6 paths. The data from 221 middle-aged women selected by convenience was analyzed using covariance structure analysis. Result: The final model which was modified from the hypotheticalmodel improved to GFI=0.97, AGFI=0.94, NFI=0.94, and NNFI=0.95. The transition state was influenced directly by demographic characteristics, quality of life, and also indirectly by health behaviors. However, the influence of obstetric characteristics was not significant. The transition state was accountable for 68% of the variance by these factors. Conclusion: These results suggest that enhancing health behaviors of the women are necessary to increase quality of life and it consequently contributes toimproving the transition state. This model could be used to explain the health related vulnerability in these ages and to diagnosis individual women.

심부전 환자의 건강관련 삶의 질 경로분석 모형 (A Path Analysis Model of Health-Related Quality of Life in Patients with Heart Failure)

  • 김용숙
    • 성인간호학회지
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    • 제19권4호
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    • pp.547-555
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    • 2007
  • Purpose: The purpose of this study was to test a hypothetical model of health-related quality of life in patients with heart failure. The hypothetical model was derived from the Wilson and Cleary's model, the Rector's model, and published research findings. Methods: Data from 103 patients with heart failure were analyzed to determine the best multivariate health-related quality of life model given variables derived from the prior studies. The statistics programs SPSS 12.0 and LISREL 8.7 program were used for descriptive statistics and covariance structure analysis respectively. Results: The overall fitness of the path final model was good(GFI=.97, AGFI=.95, NNFI=1.06, NFI=.96, p=.96). Symptoms were directly affected by gender. HYHA Class was directly affected by only gender. Physical functioning limitation was directly affected by exercise. Health perception was directly affected by economics, symptom, and physical functioning limitation. Depression was directly affected by exercise and health perception. Heath-related quality of life was directly affected by physical functioning limitation and depression, indirectly affected by gender, economics, exercise, symptoms, NYHA Class, and health perception. This path analysis model explained 51% of health-related quality of life in patients with heart failure. Conclusion: To improve of health-related quality of life with heart failure patients, it is necessary to make nursing interventions for physical functioning and depression.

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Partition method of wall friction and interfacial drag force model for horizontal two-phase flows

  • Hibiki, Takashi;Jeong, Jae Jun
    • Nuclear Engineering and Technology
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    • 제54권4호
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    • pp.1495-1507
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    • 2022
  • The improvement of thermal-hydraulic analysis techniques is essential to ensure the safety and reliability of nuclear power plants. The one-dimensional two-fluid model has been adopted in state-of-the-art thermal-hydraulic system codes. Current constitutive equations used in the system codes reach a mature level. Some exceptions are the partition method of wall friction in the momentum equation of the two-fluid model and the interfacial drag force model for a horizontal two-phase flow. This study is focused on deriving the partition method of wall friction in the momentum equation of the two-fluid model and modeling the interfacial drag force model for a horizontal bubbly flow. The one-dimensional momentum equation in the two-fluid model is derived from the local momentum equation. The derived one-dimensional momentum equation demonstrates that total wall friction should be apportioned to gas and liquid phases based on the phasic volume fraction, which is the same as that used in the SPACE code. The constitutive equations for the interfacial drag force are also identified. Based on the assessments, the Rassame-Hibiki correlation, Hibiki-Ishii correlation, Ishii-Zuber correlation, and Rassame-Hibiki correlation are recommended for computing the distribution parameter, interfacial area concentration, drag coefficient, and relative velocity covariance of a horizontal bubbly flow, respectively.

독립요소분석을 이용한 태아심전도 추출을 위한 시변 칼만 평활기의 개발 : 예비연구 (Development of Time Varying Kalman Smoother for Extracting Fetal ECG using Independent Component Analysis : Preliminary Study)

  • 이충근;김봉수;권자영;최영득;송광섭;남기창
    • 전자공학회논문지
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    • 제49권10호
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    • pp.202-208
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    • 2012
  • 태아심박의 모니터링은 태아의 안녕을 평가하기 위해 중요한 정보이다. 비관혈적인 태아심전도는 산모의 복부 신호로부터 추출될 수 있다. 따라서 산모 복부의 혼합 신호로부터 태아심전도를 추출하기 위해 많은 유망한 신호처리 방법들이 개발되어 왔다. 그러나 비관혈적인 태아심전도는 안정적인 신호 측정법이 부족하고 신호처리 방법의 어려움으로 여전히 임상에서 널리 적용되지 못하고 있다. 태아심전도를 추출하는 신호처리 결과는 가우시안 백색잡음에 의해 신호대잡음비가 낮아질 수 있다. 본 논문에서는 태아심전도에서 시간에 따라 변하는 백색잡음 신호를 제거하여 신호대잡음비를 높이기 위한 방법으로 시변 칼만 평활기를 제안하였고 그 가능성을 확인하였다. Wiener 과정을 시스템 모델로 설정하고 백색잡음 크기에 따라 공분산 행렬을 수정하였으며, 이를 통해 칼만 이득을 변화시켜 평활화 정도를 가변시킬 수 있도록 설계하였다. 5채널 태아심전도 모델을 이용하여 백색잡음의 크기에 따른 최적 공분산 행렬 값을 구하였고, 모의실험을 통해 제안된 방법의 가능성을 확인할 수 있었다.

백두대간 관광개발이 지역애착과 관광태도에 미치는 효과 분석: 공변량구조모형의 적용 (The Community Attachment and Attitudes toward Baekdudaegan Tourism Development: An Application of Covariance Structural Analysis)

  • 주성현;박상준;한상열
    • 한국산림과학회지
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    • 제96권6호
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    • pp.625-632
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    • 2007
  • 본 연구는 백두대간 관광개발에 따른 경제적 사회적 환경적 요인이 농산촌주민들이 인지하는 지역애착과 관광개발태도와 개념적으로 어떠한 구조를 이루고 있는가를 분석하기 위하여 수행되어졌다. 연구방법은 이들 요인들 상호간의 구조관계를 공변량구조모형의 일종인 LISREL 분석에 적용하였다. 조사대상지는 백두대간이 분포하고 있는 경상북도 영주와 문경시 지역주민 356명을 대상으로 면접설문조사를 실시하였다. 분석결과 경제적 편익이 사회적 요인과 환경적 요인보다도 직 간접적으로 지역주민의 관광개발태도에 가장 긍정적인 영향을 미치는 것으로 나타났으며, 사회적 요소는 지역애착에 미치는 영향요인으로는 분석된 반면, 경제적 환경적 요소는 지역애착에 영향을 미치는 변수가 아닌 것으로 나타났다. 마지막으로 관광개발태도는 지역애착에 의하여 긍정적인 영향을 받는 것으로 나타났다. 이러한 결과를 종합하면 일반적인 사회교환이론과는 달리 백두대간 관광개발에 대하여 관광산업과 관련된 주민이 아니라 하더라도 경제적 편익에 대하여 긍정적인 태도를 보이면서, 동시에 부정적일 수 있는 사회적 환경적 요인에 대하여도 긍정적인 태도를 보이고 있다.