• 제목/요약/키워드: Higher Order Statistics

검색결과 482건 처리시간 0.033초

장애 음성 판별을 위한 의료/전자 융복합 소프트웨어 개발 (Development of medical/electrical convergence software for classification between normal and pathological voices)

  • 문지혜;이지연
    • 디지털융복합연구
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    • 제13권12호
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    • pp.187-192
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    • 2015
  • 장애음성을 판별할 수 있는 소프트웨어가 개발 될 경우, 원격의료와 언어치료 등 여러 융복합 분야에서의 활용도가 매우 높다. 본 논문은 성대 진동에 대한 변화율을 나타내는 의료정보인 음향학적 파라미터와 신호처리 기반 고차 통계량에 기반을 둔 파라미터를 융합하여, CART(Classification And Regression Trees) 분석을 통해서 정상/장애음성 판별 프로그램을 구현하였다. 사용된 음향학적 파라미터는 Jitter(%)와 shimmer(%)이다. 그리고 본 연구에서 제안된 고차통계량 기반 파라미터는 왜도(Skewness)와 첨도(Kurtosis)의 평균과 분산이다. Kay Elemetrics의 데이터베이스에서 무작위로 발췌된 정상음성 53명, 장애 음성 173명의 /아/ 발화를 이용하여 결정트리(Decision tree) 기반장애음성 판별을 위해 평균적으로 83.15%의 성능을 보이는 알고리즘을 구현하였다. 그 결과를 바탕으로 추후 상용화를 고려하여 사용자 친화적인 프레임 워크에 의해 컨텐츠를 생성하는 융복합형 기능이 포함된 장애음성 판별 프로그램을 개발하였다.

Stochastic hygrothermoelectromechanical loaded post buckling analysis of piezoelectric laminated cylindrical shell panel

  • Lal, Achchhe;Saidane, Nitesh;Singh, B.N.
    • Smart Structures and Systems
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    • 제9권6호
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    • pp.505-534
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    • 2012
  • The present work deals with second order statistics of post buckling response of piezoelectric laminated composite cylindrical shell panel subjected to hygro-thermo-electro-mechanical loading with random system properties. System parameters such as the material properties, thermal expansion coefficients and lamina plate thickness are assumed to be independent of the temperature and electric field and modeled as random variables. The piezoelectric material is used in the forms of layers surface bonded on the layers of laminated composite shell panel. The mathematical formulation is based on higher order shear deformation shell theory (HSDT) with von-Karman nonlinear kinematics. A efficient $C^0$ nonlinear finite element method based on direct iterative procedure in conjunction with a first order perturbation approach (FOPT) is developed for the implementation of the proposed problems in random environment and is employed to evaluate the second order statistics (mean and variance) of the post buckling load of piezoelectric laminated cylindrical shell panel. Typical numerical results are presented to examine the effect of various environmental conditions, amplitude ratios, electrical voltages, panel side to thickness ratios, aspect ratios, boundary conditions, curvature to side ratios, lamination schemes and types of loadings with random system properties. It is observed that the piezoelectric effect has a significant influence on the stochastic post buckling response of composite shell panel under various loading conditions and some new results are presented to demonstrate the applications of present work. The results obtained using the present solution approach is validated with those results available in the literature and also with independent Monte Carlo Simulation (MCS).

보험심사간호사의 VDT 증후군 증상에 관한 연구 (A Study on Symptoms of VDT Syndrome among Health Insurance Review Nurses)

  • 황혜영
    • 한국직업건강간호학회지
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    • 제12권2호
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    • pp.134-145
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    • 2003
  • Purpose: The present study examines symptoms of VDT syndrome perceived by those nurses reviewing the application of health insurance at hospitals. This study also investigates those factor influencing on the experience of VDT syndrome among those nurses. Method: Data were collected through mail questionnaire survey in April, 2003. Of the 250 questionnaires disseminated, 214 questionnaires were finally analyzed using descriptive statistics and multiple regression analysis through SPSS/PC version 10.0. Result: Of the VDT syndrome, the musculoskeletal symptom score was highest, followed by ophthalmologic symptoms. The musculoskeletal symptoms were higher among younger nurses, having smaller space under the desk, and feeling uncomfortableness of the chair. The ophthalmologic symptoms were higher among those with a bachelor's degree, younger nurses, and those having a light reflection on the computer monitor, and those maintaining less than 40cm between eyes and the monitor. Higher dermatologic symptoms were observed among younger nurses and those using unclear monitor. The psychological symptoms were higher among younger nurses, those having a light reflection on the monitor, those unable to control the height of their chair, and those using uncomfortable chair. The overall symptoms were higher among younger nurses, those having a light reflection on the monitor, and those smaller space under the desk. Conclusion: Primary intervention should be given to those nurses with symptoms of VDT syndrome in order to regain health and prevent further aggravation of the symptoms. In particular, self-care behaviors of the nurses using VDT should be promoted with administrative support.

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공동주택의 관리업무에 관한 거주자 의식 (Attitude of Residants to the Management of Apartment House)

  • 김선중
    • 한국주거학회논문집
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    • 제3권2호
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    • pp.63-74
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    • 1992
  • This study to providing scientific information that can help the management staff in apartment house. For the purpose of this study, questionaire depends on the consultation of concerned reference and by direct interview with chief of management-office. It composed to question in order to residant's satisfaction and demand of management Question are were administered to 279 APT. residants living in Seoul, Pusan and Ulsan. Data were analized by the SPSS+PC. The statistics used were frequency, mean, X2, principal component analysis. The major findings obtained from this stuby are as follows: First, the work of the domestic apartment house was classified into two types: 1) administration management 2) maintenance managementSecond, in the case of maintenance management, residants' satisfaction is higher to higher residants' demand.

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Three Stage Estimation for the Mean of a One-Parameter Exponential Family

  • M. AlMahmeed;A. Al-Hessainan;Son, M.S.;H. I. Hamdy
    • Communications for Statistical Applications and Methods
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    • 제5권2호
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    • pp.539-557
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    • 1998
  • This article is concerned with the problem of estimating the mean of a one-parameter exponential family through sequential sampling in three stages under quadratic error loss. This more general framework differs from those considered by Hall (1981) and others. The differences are : (i) the estimator and the final stage sample size are dependent; and (ii) second order approximation of a continuously differentiable function of the final stage sample size permits evaluation of the asymptotic regret through higher order moments. In particular, the asymptotic regret can be expressed as a function of both the skewness $\rho$ and the kurtosis $\beta$ of the underlying distribution. The conditions on $\rho$ and $\beta$ for which negative regret is expected are discussed. Further results concerning the stopping variable N are also presented. We also supplement our theoretical findings wish simulation results to provide a feel for the triple sampling procedure presented in this study.

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3-수준계 Foldover Resolution IV 부분실험법의 통계적 구조 및 추가분석방법에 관한 연구 (A Study on the Statistical Structure and Additional Analysis of the 3-level Foldover Resolution IV Fractional Factorial Designs)

  • 김상익
    • 품질경영학회지
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    • 제38권1호
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    • pp.42-51
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    • 2010
  • For the fractional factorial designs, the resolution-IV designs can be used when we want to estimate the main effects and to investigate the structure of the non-negligible two-factor interaction effects, when the three-factor and higher order interaction effects are all negligible. However we need to add the additional treatment combinations in order to identify the influential interactions for the resolution-IV fractional factorial designs. In this paper we investigate the statistical structure for 3-level resolution-IV designs constructed by fold-over scheme and introduce a method for analyzing the influential two-factor interactions.

Resolution IV $3^t$ 요인부분실험법의 축차 분석방법에 관한 연구 (A Study on the Sequential Analysis of Resolution IV $3^t$ Fractional Factorial Designs)

  • 김상익
    • 한국품질경영학회:학술대회논문집
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    • 한국품질경영학회 2010년도 춘계학술대회
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    • pp.129-138
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    • 2010
  • For the fractional factorial designs, the resolution-IV designs can be used when we want to estimate the main effects and to investigate the structure of the non-negligible two-factor interaction effects, when the three-factor and higher order interaction effects are all negligible. However we need to add the additional treatment combination in order to identify the influential interactions for the resolution-IV fracrtional factorial designs. In this paper we investigate the statistical structure for 3-level resolution-IV designs constructed by fold-over scheme and introduce a method for analyzing the influential two-factor interactions.

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부모-교사 관계가 영아기 자녀를 둔 어머니의 양육효능감에 미치는 영향 (The Effect of Parent-Teacher Relationships on Mothers' Parenting Efficacy)

  • 유주연
    • 한국보육지원학회지
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    • 제14권4호
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    • pp.25-41
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    • 2018
  • Objective: The purpose of this study was to examine the effects of parent-teacher relationships on mothers' parenting efficacy especially for toddlers. Methods: 225 mothers of toddlers completed questionnaires on parent-teacher relationships and parenting efficacy. This study used technical statistics, Pearson's correlation analysis, and multiple regression analysis in order to analyze the collected data. Results: First, there was a significant correlation between parent-teacher relationships and mothers' parenting efficacy. Second, the parent-teacher relationships was an important factor in predicting mothers' parenting efficacy. In particular, when a teacher and mother develop practical collaboration for caring for and educating a child, the mothers' parenting efficacy was higher. Conclusion/Implications: These findings indicate that the parent-teacher relationship is a significant factor in order to improve the quality of parenting. The results especially support the importance of collaboration between teachers and parents and suggest that we need to find practical ways for collaborating in the field. Limitations of this study and implications for future research were discussed.

다변량 장기 종속 시계열에서의 이상점 탐지 (Outlier detection for multivariate long memory processes)

  • 김경희;유승연;백창룡
    • 응용통계연구
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    • 제35권3호
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    • pp.395-406
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    • 2022
  • 본 논문에서는 장기 종속 다변량 시계열 자료에 대한 이상점 탐지 기법을 연구한다. 기존 다변량 시계열 이상점 탐지 방법은 단기 종속 시계열 모형인 VARMA에 기반한 방법으로, 장기억성을 띈 다변량 시계열 자료에는 적합하지 않다. 자기회귀 모형을 통해서 장기 종속성, 즉 장기억성을 고려하기 위해서는 높은 차수의 모형이 필요하고, 이는 곧 추정의 불안성으로 이어지기에 장기억성을 효율적으로 다룰 수 없기 때문이다. 따라서, 본 논문은 이러한 문제를 보완하고자 VHAR 구조에 기반한 이상점 탐지 방법을 제시하고자 한다. 또한 더욱 정확한 추론을 위해서 로버스트한 방법을 이용하여 VHAR 계수를 추정하였고 이를 활용하여 이상점을 탐지하였다. 모의실험 결과 우리가 제안한 방법론이 기존 VARMA에 기반한 방법론보다 이상점 탐지에 더 효과적임을 살펴볼 수 있었다. 주가지수에 대한 실증자료 분석에서도 기존의 방법론은 탐지하지 못하는 추가 이상점을 찾음을 확인할 수 있었다.

간호관리료 등급별 환자안전 및 안전간호활동 인식 비교 (The Cognition Level on Patient Safety and Safe Nursing Activities According to Nurse-patient Ratios)

  • 남문희;최숙희
    • 임상간호연구
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    • 제17권2호
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    • pp.138-149
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    • 2011
  • Purpose: The objective of this research was to explore levels of patient safety and safe nursing activities depending on the level of nurse staffing, in order to provide effective management of nurse personnel. Methods: The research was conducted with 455 nurses from eight hospitals in B city. Data were collected according to the level of nurse personnel from second (nurse vs. patient ratio of 2.0-2.5) to fifth (ratio of 3.5-4.0) rank. The survey tools were, 'Questionnaire on Patient Safety, a Hospital Survey on Patient Safety Culture developed by AHRQ (2007), and 'Questionnaire on Patient Safety Nursing Act, in which the questions were selected from nursing-related items (Medication 6 & Safety Nursing Assurance Act 4) in the Safety Evaluation developed by Evaluation Institute of Medical Institution. Data were analyzed with SPSS PC 12.0 program using descriptive statistics, $x^2$ test, ANCOVA and $Scheff{\grave{e}}$. Results: The nurses' overall cognition level on patient safety and safe nursing activities showed that nurses who are in the second and third rank had higher scores than those in lower ranks. Conclusion: The results of this study indicate that hospitals need a higher ratio level for nurse personnel in order to assure patient safety and safe nursing activities.