• 제목/요약/키워드: importance sampling (IS)

검색결과 314건 처리시간 0.029초

Harmonized EIA-Guidelines for German Railways Projects (독일에서의 철도사업 환경영향평가 지침)

  • Ch. Ufer, J. Koppel
    • Journal of Environmental Impact Assessment
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    • 제2권2호
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    • pp.55-58
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    • 1993
  • After establishing the EIA(Environmental Impact Assessment) act in the Federal Republic of Germany there still remain methodical and substantial deficits. So nearly every environmental impact study went to be a matter of experiments. The requirement for standardization of data sampling and evaluation has permanently been increasing. This is meant to ensure quality standards for the assessment of environmental impacts as well as to maintain reliability required by the projecting company. Such a harmonization is of special importance because of the strongly accelerated expansion of traffic infrastructure caused by the reunification of Germany. That is why the guideline "EIA carried out" for the German Railways company is in process of development This guideline, focussing on practical demands, comprises impacts of railways, adequate sets of indicators, feasible tools for the prognosis and evaluation of environmental reactions. "EIA carried out" will be introduced not only as a manual but also through workshops and pilot studies.

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A Clinical Trial on the Method of Urine Sampling for Urinalysis (소변검사의 검체 채취 방법에 관한 임상실험연구)

  • An Hae-Sung;Lee Sung-Eun;Park Hyun-Ok
    • Journal of Korean Academy of Fundamentals of Nursing
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    • 제2권2호
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    • pp.131-137
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    • 1995
  • Improving validity and reliability is the important components of clinical laboratory tests. And the quality control of the test should be started with the accurate collection of specimen. Urinalysis is one of the useful and common tests in diseases diagnosis and determining the process of medical treatment. Since urinalysis is requested routinely in hospital setting, the importance of the quality control for urine specimen is often ignored. To improve the validity of urinalysis, a clinical trial was done on the method of collecting urine specimen. The result was as follows : 1. The rate of presumtive UTI(urinary tract infection) was decreased in 21.6% with experiment method for collecting urine specimen. 2. The rate of presumtive UTI in female patients was decreased in 43.2% with the experiment method. 3. The rate of negative urine culture was decreased in 6.6% with the experiment method.

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Reliability sensitivity analysis of dropped object on submarine pipelines

  • Edmollaii, Sina Taghizadeh;Edalat, Pedram;Dyanati, Mojtaba
    • Ocean Systems Engineering
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    • 제9권2호
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    • pp.135-155
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    • 2019
  • One of the safest and the most economical methods to transfer oil and gas is pipeline system. Prediction and prevention of pipeline failures during its assessed lifecycle has considerable importance. The dropped object is one of the accidental scenarios in the failure of the submarine pipelines. In this paper, using Monte Carlo Sampling, the probability of damage to a submarine pipeline due to a box-shaped dropped object has been calculated in terms of dropped object impact frequency and energy transfer according to the DNV-RP-F107. Finally, Reliability sensitivity analysis considering random variables is carried out to determine the effect intensity of each parameter on damage probability. It is concluded that impact area and drag coefficient have the highest sensitivity and mass and add mass coefficient have the lowest sensitivity on probability of failure.

Comparison on Perceived Importance and Frequency of Nurse's Role Behaviors between Medical and Surgical Nurses (내.외과계 임상간호사가 인지하는 간호역할행위의 중요도와 수행도 비교)

  • Lim Nan-Young;Kang Hyun-Sook;Suh Moon-Ja;Yi Yeo-Jin;Kwon Sung-Bok;Kim Dong-Oak;Kim Joo-Hyun;Park Young-Sook;Shon Young-Hee;Son Haeng-Mi;Lee Eun-Hee;Cho Kyung-Sook;Chi Sung-Ae
    • Journal of Korean Academy of Fundamentals of Nursing
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    • 제11권2호
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    • pp.124-137
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    • 2004
  • Purpose: The purpose of this study was to examine differences in the perceived importance and frequency of nurse role behaviors for medical and surgical nurses and to examine the relationship between perceived importance and frequency of nurse role behaviors in the two groups. Method: A descriptive design was used with convenience sampling of 351 medical and surgical nurses in the 40 hospitals with over 500 beds. Data were collected using a structured questionnaire. Results: 1) The total score for perceived importance of nurse role behaviors was $4.09{\pm}.53$ for medical nurses and $4.13{\pm}.53$ for surgical nurses. 2) The total score for frequency was $3.15{\pm}.54$ for medical nurses and $3.24{\pm}.56$ for surgical nurses. 3) The perceived importance of nurse role behaviors was higher than the frequency, but the difference between two groups was not significant. 4) The perceived importance of nurse role behaviors was highly correlated with frequency (r=.579, p=.000) for the two groups. Conclusion: Medical and surgical nurses perceived the importance nurse role behavior but the frequency of the behavior is lower. Therefore, further research is needed to develop strategies to increase the frequency of nurse role behaviors.

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The Importance-Performance Analysis(IPA) of the Laboratory Facilities for the Practical Education of Culinary Arts Majors in the Continuity of Educational Experiences - Focusing on the Y University in Chung-Buk Province - (교육 연계성 측면에서 조리 실습실 시설에 대한 전공자의 중요도-만족도 분석 - 충청북도에 위치한 Y대학교를 중심으로 -)

  • Na, Tae-Kyun;Choo, Sang-Yong
    • Culinary science and hospitality research
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    • 제15권2호
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    • pp.255-267
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    • 2009
  • The purpose of this study is to evaluate the importance and performance of the educational laboratory facilities for culinary practice. The questionnaire was distributed to 100 students enrolled in the culinary arts department at Y University located in Chung-buk province, and a total of 71 usable, completed questionnaires were received for the research. Collected data was statistically analyzed using the SPSS 10.0 Windows version, and the IPA(Importance-Performance Analysis) was conducted to compare importance and satisfaction from kitchen laboratory facilities which have been a key element of culinary education. Results of this study can be summarized as follows. Firstly, it was found that performance (M=3.42) for culinary practice facilities was lower than importance(M=4.09) for culinary practice facilities. Secondly, through IPA, the importance and satisfaction of culinary laboratory elements showed some differences between the students who had have some educational experience in culinary art prior to enrollmnet and those who had not. The former students attached importance to the usefulness of facilities rather than the size of facilities. And as rapidly improved factors, they answered ventilation and water supply facilities for culinary laboratories. The application of this study in physical environment of culinary education will contribute to improve students` satisfaction with the quality of education. However, the critical point of this study is a limited sampling, so the results of this study cannot be generalized.

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A Survey on Oral Care among ICU Nurses (중환자실 간호사의 구강간호에 대한 인식 및 수행 실태)

  • An, Jin-Hee;Ju, Hyeon-Ok;Kang, Ji-Yeon
    • Journal of Korean Critical Care Nursing
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    • 제1권1호
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    • pp.47-57
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    • 2008
  • Purpose: Providing oral care is one of the most important nursing interventions in ICU. Good oral health prevents various complications including pneumonia and improves patients' well-being as well. The purpose of this study was to indentify the ICU nurses’awareness and performance on oral care. Methods: Using a convenient sampling, 170 ICU nurses from 5 university hospitals in two metropolitan cities were selected. Results: Of the 170 nurses in this study, 95.9% were aware of the importance of oral care. Subjects responded that providing oral care three times or more a day was appropriate to prevent ventilator associate pneumonia. 43.5% of the subjects acknowledged that they didn’t know what the most effective oral care solution was. In oral care performance, 61.8% of subjects provided oral care once a day for patients with intubation, and 74.7% used oral solutions without knowing the exact pharmacological effects of them. Conclusion: As the results of this study, most ICU nurses realized the importance on oral care for ICU patients, but the frequency of performance was low. To improve oral care performance in the ICU, structured education should be provided to ICU nurses and evidence based oral care protocols need to be developed.

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A Study on the Effect of Follow-Up on Mail Survey for Park Users (공원이용자 연구시, Follow-Up 기법이 우송조사법에 미치는 경향에 관한 연구)

  • 홍성권
    • Journal of the Korean Institute of Landscape Architecture
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    • 제21권4호
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    • pp.29-41
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    • 1994
  • The purposes of this study are (a)to investigate the effect of follow-up on the increase of response rate;(b)to analyze the effect of follow-up on the statistics by predetermined response rates ; therefore, (c)to describe the importance of high response rate and to suggest methods in order to increase response rate in mail survey. Telephone directory of Seoul was utilized as a sampling frame, and modified Total Design Method(TDM) was applied to collect the data. The results are summarized as follows. 1. Final response rate was 76.5% by 2 follow-ups. 2. The first follow-up with telephone call had a significant effect on increase of response rate. As a result, follow-up by postcard in TDM could be omitted in this method. 3. The second follow-up by registered mail did not have a significant effect. Therefore, use of this procedure is depending upon such research situtations as importance of high response rate and cost available. 4. Follow-ups helped to make collected sample highly representative. 5. Most questionnaires were arrived on the first half of data collection period in each follow-up. 6. Most of questionnaires were collected for 10 weeks. Accumulated responses could be fitted by exponential and logistic curve, simultaneously. The fitted curve suggested that eventually limited number of questionnaires by arrived. So, if researchers want higher response rate, they have to conduct more follow-ups. 7. Statistics in the predetermined response rate were not changed significantly. But replications are needed to generalize this result.

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Importance and satisfaction analysis of outdoor brand shoe selection attributes

  • KIm, So Hee;YOON, Sang Hoon;HAN, Seung Jin
    • Journal of Sport and Applied Science
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    • 제5권2호
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    • pp.17-21
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    • 2021
  • Purpose: This study aims to analyze the management environment Provincial and Municipal Professional Soccer Teams based on financial statements at a time when strengthening the financial soundness of domestic professional soccer teams is emphasized. Research design, data, and methodology: This study was sampled using convenience sampling and a total of 607 questionnaires were used. In this study, questionnaires were used as a survey tool, consisting of eight questions in a total of four areas, measuring demographic characteristics, shoe design, shoe functionality, shoe price, and promotion. Results: First, the importance of outdoor brand shoe selection attributes was high in cost-effectiveness, discount, and promotional models, while the satisfaction level was high in shoe size, content, and Model. Second, IPA analysis revealed shoe sizes, promotional models, and discount factors as maintenance and management continuation areas. Content factors have emerged as a competency-focused area. A sense of cushioning and wearing has emerged as an area of further improvement. As a status quo area, shoe laces and cost-effectiveness factors appeared. Conclusions: First, consumers considered the cost-effectiveness of choosing shoes, followed by discounts, and efforts are needed to diversify promotional content to maximize promotion for shoe sales. 3. Domestic outdoor brands are not yet satisfied with consumers.

Predicting Reports of Theft in Businesses via Machine Learning

  • JungIn, Seo;JeongHyeon, Chang
    • International Journal of Advanced Culture Technology
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    • 제10권4호
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    • pp.499-510
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    • 2022
  • This study examines the reporting factors of crime against business in Korea and proposes a corresponding predictive model using machine learning. While many previous studies focused on the individual factors of theft victims, there is a lack of evidence on the reporting factors of crime against a business that serves the public good as opposed to those that protect private property. Therefore, we proposed a crime prevention model for the willingness factor of theft reporting in businesses. This study used data collected through the 2015 Commercial Crime Damage Survey conducted by the Korea Institute for Criminal Policy. It analyzed data from 834 businesses that had experienced theft during a 2016 crime investigation. The data showed a problem with unbalanced classes. To solve this problem, we jointly applied the Synthetic Minority Over Sampling Technique and the Tomek link techniques to the training data. Two prediction models were implemented. One was a statistical model using logistic regression and elastic net. The other involved a support vector machine model, tree-based machine learning models (e.g., random forest, extreme gradient boosting), and a stacking model. As a result, the features of theft price, invasion, and remedy, which are known to have significant effects on reporting theft offences, can be predicted as determinants of such offences in companies. Finally, we verified and compared the proposed predictive models using several popular metrics. Based on our evaluation of the importance of the features used in each model, we suggest a more accurate criterion for predicting var.

Bayesian Model Selection for Nonlinear Regression under Noninformative Prior

  • Na, Jonghwa;Kim, Jeongsuk
    • Communications for Statistical Applications and Methods
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    • 제10권3호
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    • pp.719-729
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    • 2003
  • We propose a Bayesian model selection procedure for nonlinear regression models under noninformative prior. For informative prior, Na and Kim (2002) suggested the Bayesian model selection procedure through MCMC techniques. We extend this method to the case of noninformative prior. The difficulty with the use of noninformative prior is that it is typically improper and hence is defined only up to arbitrary constant. The methods, such as Intrinsic Bayes Factor(IBF) and Fractional Bayes Factor(FBF), are used as a resolution to the problem. We showed the detailed model selection procedure through the specific real data set.