• 제목/요약/키워드: Model Validity

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반응적응 시험설계법을 이용하는 통계적 해석모델 검증 기법 연구 (A Study on the Statistical Model Validation using Response-adaptive Experimental Design)

  • 정병창;허영철;문석준;김영중
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2014년도 추계학술대회 논문집
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    • pp.347-349
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    • 2014
  • Model verification and validation (V&V) is a current research topic to build computational models with high predictive capability by addressing the general concepts, processes and statistical techniques. The hypothesis test for validity check is one of the model validation techniques and gives a guideline to evaluate the validity of a computational model when limited experimental data only exist due to restricted test resources (e.g., time and budget). The hypothesis test for validity check mainly employ Type I error, the risk of rejecting the valid computational model, for the validity evaluation since quantification of Type II error is not feasible for model validation. However, Type II error, the risk of accepting invalid computational model, should be importantly considered for an engineered products having high risk on predicted results. This paper proposes a technique named as the response-adaptive experimental design to reduce Type II error by adaptively designing experimental conditions for the validation experiment. A tire tread block problem and a numerical example are employed to show the effectiveness of the response-adaptive experimental design for the validity evaluation.

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A new discrete-time robot model and its validity test

  • Lai, Ru;Ohkawa, Fujio;Jin, Chunzhi
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.807-810
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    • 1997
  • Digital control of robot manipulator employs discrete-time robot models. It is important to explore effective discrete-time robot models and to analyze their properties in control system designs. This paper presents a new type discrete-time robot model. The model is derived by using trapezoid rule to approximate the convolution integral term, then eliminating nonlinear force terms from robot dynamical equations. The new model obtained has very simple structure, and owns the properties of independence to the nonlinear force terms. According to evaluation criteria, three aspects of the model properties: model accuracy, model validity range and model simplicity are examined and compared with commonly used discrete-time robot models. The validity of the proposed model and its advantages to control system designs are verified by simulation results.

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간호사 임상경력관리체계 모형 타당성 및 적용가능성 검증연구 (Validity and Applicability of Clinical Ladder System Model for Nurses)

  • 조명숙;권인각;김경희;김미순;조용애
    • 임상간호연구
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    • 제23권3호
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    • pp.281-292
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    • 2017
  • Purpose: The purpose of this study was to verify the validity and applicability of the Clinical Ladder System(CLS) Model for nurses and to suggest a model for nurses in general hospitals as well as tertiary hospitals. Methods: After refining questionnaires through focus group participation, a survey was carried out with 50 nurse managers and 500 staff nurses from 6 tertiary hospitals and 4 general hospitals. S-CVI and i-CVI for validity and applicability were calculated. Differences in validity and applicability by the type of hospitals and characteristics of respondents were analyzed using t-test and ANOVA. Results: S-CVI for validity and applicability of the CLS model were over 0.8 in two types of hospitals and the validity and applicability of the CLS model were confirmed. No differences were found in the total score for validity between the 2 types of hospitals, but in applicability, general hospitals had significantly lower applicability than tertiary hospitals. Some items showed difference according to characteristics of the respondents. CLS models were postulated based on the study results. Conclusion: The CLS model refined through this study can be used for nurses. In application, modifications are needed according to the conditions of each hospital.

콘크리트 스트럿 유효강도 결정방법의 적합성 평가 (Validity Evaluation of Determination Methods of Effective Concrete Strut Strength)

  • 윤영묵
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2003년도 가을 학술발표회 논문집
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    • pp.595-599
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    • 2003
  • For implementation of the strut-tie model approach to the practical analysis and design of structural concrete, the effective strengths of concrete struts in a strut-tie model, which have a crucial effect on the determination of strut and tie forces and the validity verification of strut-tie model's geometric compatibility condition, have to be determined accurately. In this study, the validity of the methods for determining the effective strengths of concrete struts was evaluated by conducting the strut-tie model analyses of the three reinforced concrete deep beams tested to failure with the effective strengths of concrete struts obtained from the suggested determination methods.

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근로자를 위한 웰니스지표 개발 (Development of a Wellness Index for Workers)

  • 최문종;손창식;김진수;하영미
    • 대한간호학회지
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    • 제46권1호
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    • pp.69-78
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    • 2016
  • Purpose: The purpose of this study was to develop a wellness index for workers (WIW) and examine the validity and reliability of the WIW for assessing workers' wellness. Methods: The developmental process for the instrument included construction of a conceptual framework based on a wellness model, generation of initial items, verification of content validity, preliminary study, extraction of final items, and psychometric testing. Content validity was verified by 4 experts from occupational health nursing and wellness disciplines. The construct validity, convergent validity and discriminant validity were examined with confirmatory factor analysis. The reliability was examined with Cronbach's alpha. The participants were 494 workers from two workplaces. Results: Eighteen items were selected for the final scale, and the results of the confirmatory factor analysis supported a five-factor model of wellness with acceptable model fit, and factors named as physical emotional social intellectual occupational wellness. The convergent and discriminant validity were also supported. The Cronbach's alpha coefficient was .91. Conclusion: The results indicate that the WIW is a valid and reliable instrument to comprehensively assess workers' wellness, and to provide basic directions for developing workplace wellness program.

사상체질 진단검사 타당성 분석에 대한 연구 (Multi-facet Analysis on Validity of Sasang Type Diagnostic Test)

  • 이수진;김명근;채한
    • 대한한의학회지
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    • 제29권1호
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    • pp.7-14
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    • 2008
  • Purpose : The purpose of study was to develop generalized validity evaluation methods and terms for Sasang type diagnostic tests. Methods : A generalized statistical evaluation model for Sasang typology was suggested and generalized validity evaluation indices were proposed with this model. Results : The usefulness of validity evaluations, such as sensitivity and specificity values, were confirmed by the systematic review of the data from previously reported studies. Conclusion :Major obstacles in the multi-facet analysis and systematic review for Sasang type diagnostic tests were discussed with this test validity study.

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The Verification of the Reliability and Validity of Special Needs Education Assessment Tool (SNEAT) in Miyagi, Japan

  • HAN, Changwan;KOHARA, Aiko
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2016년도 춘계 종합학술대회 논문집
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    • pp.383-384
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    • 2016
  • The Special Needs Education Assessment Tool (SNEAT) were verified of reliability and validity. However, the reliability and validity has been verified is only Okinawa Prefecture, the national data has not been analyzed. Therefore, this study aimed to verify the reliability and construct validity of SNEAT in Miyagi Prefecture as part of the national survey. SNEAT using 55 children collected from the classes on independent activities of daily living for children with disabilities in Miyagi Prefecture between November and December 2015. Survey data were collected in a longitudinal prospective cohort study. The reliability of SNEAT was verified via the internal consistency method; the coefficient of Cronbach's ${\alpha}$ were over 0.7. The validity of SNEAT was also verified via the latent growth curve model. SNEAT is valid based on its goodness-of-fit values obtained using the latent growth curve model, where the values of comparative fit index (0.997), tucker-lewis index (0.996) and root mean square error of approximation (0.025) were within the goodness-of-fit range. These results indicate that SNEAT has high reliability and construct validity.

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의류 쇼핑 웹사이트 태도 형성 모델 연구 (제1보) -웹사이트 속성, 웹사이트 쇼핑가치, 웹사이트 태도 측정모형 검증- (Attitude toward the Website for Apparel Shopping (Part I): Measurement Model Testing)

  • 홍희숙
    • 한국의류학회지
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    • 제28권11호
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    • pp.1482-1494
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    • 2004
  • This study identified convergent validity and discriminant validity of measurement variables by factor analysis using Spss program and tested covariance measurement model including latent variables such as the website attributes (interactivity, search and visual information of website), shopping values(utilitarian and hedonic value) and attitude toward website by AMOS program. The data were collected from a sample of 271 internet shopper of university students(male: 82, female: 189). They visited the website for apparel shopping and, after searching a casual clothing which they wanted to buy, requested to answer the questionnaire. The results were as follows: Variables that reduce validity were deleted in the several steps of factor analysis and initial measurement model testing. Final measurement model was constructed by valid variables was accepted. This measurement model will be input for testing causal research model that can explain how attributes of the website influences on consumer attitude toward the website.

창업기업의 비즈니스 모델 타당성 평가방안의 이론적 고찰;BMO 모델 응용 중심으로 (Literature Studies for Testing validity of Business Model of High-tech Starts-up;Utilizing BMO Model)

  • 정화영;양영석
    • 벤처창업연구
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    • 제2권2호
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    • pp.1-22
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    • 2007
  • 본 연구는 창업기업들이 초기단계 성공의 가장 핵심인 성공적인 비즈니스 모델의 수립과 실행을 사전적으로 가늠해 볼 수 있는 방법론을 제시하는데 그 목적이 있다. 특히, 창업기업들은 창업 성공확률을 제고하기 위해 사전적인 철저한 분석과 준비가 요구되며 동시에 직관적으로 수립된 비즈니스 모델들이 사업타당성을 갖는지 사전적으로 검증하는 노력이 요구된다. 본 논문은 창업기업들이 본격적인 사업을 시작하기 이전에 보다 타당하고 성공가능성이 높은 사업기반을 구축하는데 필요한 요소를 인식하고 이에 대한 효과적인 대처방안을 제시하였다. 따라서 본 논문은 크게 두 가지의 접근을 시도하였다. 첫째 본 논문은 이론적인 검토를 통해 창업기업의 성공에 있어 비즈니스 모델이 차지하는 중요성을 고찰하였다. 둘째 본 논문은 창업기업의 비즈니스 모델 타당성을 분석하기 위해 Bruce Merrifield 박사가 고안한 BMO 방법이 창업기업의 비즈니스 모델 타당성 분석에 유용한 모형을 제공하고 있음을 입증하였다. 본 논문은 이러한 분석을 통해 창업기업들이 성공적인 창업을 위해 사전적으로 타당한 비즈니스 모델 수립의 중요성을 인식하고 비즈니스 모델 타당성 분석에 있어 BMO 방법을 활용해야 하는 당위성을 제공하였다.

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치과위생사용 단축형 주관적 경력성공 측정도구의 타당도와 신뢰도 (Validity and reliability of simplified subjective career success inventory for dental hygienist)

  • 박수옥;조영식
    • 한국치위생학회지
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    • 제21권2호
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    • pp.171-182
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    • 2021
  • Objectives: Recently, subjective career success has been used as a criterion for evaluating career success. The purpose of this study was to develop and evaluate a simplified subjective career success inventory for dental hygienists. Methods: Subfactors of the subjective career success inventory consisted of career satisfaction, employability, and job satisfaction. The validity and reliability of the existing tools were evaluated through the basic items composition, content validity index (CVI), preliminary survey, and main survey process according to dental hygienists. The preliminary survey was composed of 35 questions by verifying the content validity twice from the existing 63 questions, and the main survey was conducted with a total of 12 questions. Samples were conveniently extracted from dental hygienists with a clinical career of ≥3 years and surveyed online from March 12, 2020 to June 30, 2020. Data of 320 people were collected, of which 284 were finally analyzed. The validity and reliability were analyzed using SPSS 18.0 and AMOS 18.0 (p<0.05). Results: The subjective career success was a shortened inventory composed of nine questions, and the overall reliability was Cronbach's α=0.841. Using exploratory factor analysis, three factors were extracted. As a result of the confirmatory factor analysis, each measurement variable significantly explained the latent factor, and the fit of the model was appropriate. The fit of the model was appropriate for the structural equation model. Among the sub-factors of subjective career success, career satisfaction and job satisfaction had a significant effect on intention to stay (p<0.05). Conclusions: The simplified subjective career success inventory developed for dental hygienists was found was found to be a useful tool in terms of reliability and validity.