• 제목/요약/키워드: EM survey

검색결과 101건 처리시간 0.025초

포아송 분포의 혼합모형을 이용한 기부 횟수 자료 분석 (The Analysis of the Number of Donations Based on a Mixture of Poisson Regression Model)

  • 김인영;박수범;김병수;박태규
    • 응용통계연구
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    • 제19권1호
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    • pp.1-12
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    • 2006
  • 본 논문에서는 2002년에 (사)볼런티어21에서 실시한 설문조사 자료를 이용하여 2001년에 우리나라 개인들이 기부한 횟수에 영향을 주는 유의한 변수들을 식별하였다. 기부횟수의 경험적 분포로 미루어 모집단은 기부를 적게 하는 집단과 많이 하는 집단으로 구성되며 따라서 모집단 분포를 두개 포아송 분포의 혼합분포로 모형화하였다. 이 모형에 기초하여 기부횟수에 영향을 미치는 변수들을 식별하였다. EM알고리즘을 이용하여 모수를 추정하고 2.5%와 97.5%에 기초한 백분위수 신뢰구간을 보완한 BCa(bias-corrected and accelerated) 신뢰구간을 계산하여 유의한 변수들을 찾았다. 연구결과 혼합 포아송 회귀모형에서는 기부횟수가 적은 집단("작은 군")과 기부횟수가 많은 집단("큰 군") 모두에서 소득과 자원봉사의 경험 유무(1:예, 0:아니오)가 기부횟수에 유의적으로 영향을 주는 변수로 밝혀졌다. 또한 두 변수 각각에서 회귀계수가 양수로 나타나 소득이 많을수록, 혹은 자원봉사의 경험이 있는 사람일수록 기부횟수가 증가하는 것을 알 수 있다. 그러나 소득과 자원봉사 변수의 회귀계수는 "작은 군"이 "큰 군"에 비해 더욱 크게 나타나고 있다. "작은 군"보다 "큰 군"의 사람들에게 기부가 생활화되어 있고, 따라서 소득과 자원봉사의 경험 유무가 기부횟수에 미치는 영향이 상대적으로 적은 것으로 파악된다.

무응답이 있는 설문조사연구의 접근법 : 한국노인약물역학코호트 자료의 평가 (An Approach to Survey Data with Nonresponse: Evaluation of KEPEC Data with BMI)

  • 백지은;강위창;이영조;박병주
    • Journal of Preventive Medicine and Public Health
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    • 제35권2호
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    • pp.136-140
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    • 2002
  • Objectives : A common problem with analyzing survey data involves incomplete data with either a nonresponse or missing data. The mail questionnaire survey conducted for collecting lifestyle variables on the members of the Korean Elderly Phamacoepidemiologic Cohort(KEPEC) in 1996 contains some nonresponse or missing data. The proper statistical method was applied to evaluate the missing pattern of a specific KEPEC data, which had no missing data in the independent variable and missing data in the response variable, BMI. Methods : The number of study subjects was 8,689 elderly people. Initially, the BMI and significant variables that influenced the BMI were categorized. After fitting the log-linear model, the probabilities of the people on each category were estimated. The EM algorithm was implemented using a log-linear model to determine the missing mechanism causing the nonresponse. Results : Age, smoking status, and a preference of spicy hot food were chosen as variables that influenced the BMI. As a result of fitting the nonignorable and ignorable nonresponse log-linear model considering these variables, the difference in the deviance in these two models was 0.0034(df=1). Conclusion : There is a lot of risk if an inference regarding the variables and large samples is made without considering the pattern of missing data. On the basis of these results, the missing data occurring in the BMI is the ignorable nonresponse. Therefore, when analyzing the BMI in KEPEC data, the inference can be made about the data without considering the missing data.

상압 플라즈마 매개변수들이 산업용 전자부품의 세척공정(cleansing)에 미치는 효과 (The Effect of Atmospheric Plasma Parameters on Cleansing the Electronic-Industrial Parts)

  • 리의재
    • 한국표면공학회지
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    • 제42권5호
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    • pp.208-215
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    • 2009
  • We employed atmospheric plasma to reactively remove the lubricant sprayed onto such industrial electronic parts as LCD chassis during sheet-metal forming processes and investigated basically the effect of plasma parameters on cleansing the surfaces of zinc-electroplated steel plates (EGI). Specimen prepared with some controlled amount of lubricant sprayed on their surfaces beforehand were subjected to two different kinds of atmospheric plasma, one being generated by using air and the other generated by using nitrogen (99.9% purity). Locating the plasma beams at the height range between 3.5 and 13.5 mm from the surface of each specimen and radiating for 5 to 30 seconds resulted out that the cases with a position of 3.5 mm and a duration of 5 seconds or longer showed the surfaces completely cleansed without a trace of lubricant. Furthermore we found out that the plasma generated by using simple air depicted higher cleansing ability than the other one generated by using expensive nitrogen, interestingly useful very much for industrial purposes. On another aspect, we confirmed that the drilled or cut surfaces of Zn-plated steel substrate would not be oxidized even under the influence of plasma during its cleansing process. Therefore, we could probably conclude from this fore-survey that a dry process adopting atmospheric plasma for cleansing industrial parts might be determined to become successful in terms of commercialization, cautiously.

여성 기성복 재킷의 치수 분석 - 신체치수와 제품치수의 비교를 중심으로 - (An Analysis of Body Measurement and Apparel Size for Woman's Ready-Made Jacket)

  • 조윤주;백경자;이정란
    • 한국의류산업학회지
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    • 제6권3호
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    • pp.347-356
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    • 2004
  • The purpose of this study is to analyze the sizing system and size designation of ready-made jackets for women. We survey the sizing system and size labeling that have been used and presently practiced by the domestic garment industry of ready-made woman's jacket. In addition, 264 tailored jackets are measured for the sake of this study. The jackets are classified into 3 groups(young, missy, and madame) according to the target age of the brand. The result shows that size labeling involves body measurements(85-94-160), size code(55, 66) or simplified letter(S, M, L). However, the correspondence of size information and ease tolerances of jackets is not consistent and each company has its own sizing system. There are significant differences among young, missy, and madame group on the bust girth of apparel in 66size code. The average apparel size piteh measurement distributions(bust girth and hip girth respectively) of young group are 9cm and 13cm in 55 size code, those of missy group are 7 em and 3 cm in 66 size code, and those of madame group are 6cm and 4cm in 77 size code. The ease of bust girth and hip girth in missy group are much more than other groups.

An Overview of Fish-borne Nematodiases among Returned Travelers for Recent 25 Years- Unexpected Diseases Sometimes Far Away from the Origin

  • Eiras, Jorge Costa;Pavanelli, Gilberto Cezar;Takemoto, Ricardo Massato;Nawa, Yukifumi
    • Parasites, Hosts and Diseases
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    • 제56권3호
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    • pp.215-227
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    • 2018
  • Along with globalization of traveling and trading, fish-borne nematodiases seems to be increasing in number. However, apart from occasional and sporadic case reports or mini-reviews of particular diseases in particular countries, an overview of fish-borne nematodiasis among travelers have never been performed. In this review, we gathered fish-borne nematodiasis among travelers for recent 25 years by an extensive global literature survey using appropriate keywords, e.g. travelers diseases, human infection, anisakiasis, gnathostomiasis, capillariasis, sushi, sashimi, ceviche, Gnathostoma, Pseudoterranova, Anisakis, Capillaria, etc., as well as various combinations of these key words. The Internet search engines PubMed, Medline, Google and Googler Scholar were used as much as possible, and the references of every paper were checked in order to identify useful and reliable publications. The results showed unexpectedly high incidence of gnathostomiasis and low incidence of anisakidosis. The different incidence values of the infection with several fish-borne zoonotic nematode species are discussed, as well as some epidemiological aspects of the infections. The difficulties of differential diagnosis in non-endemic countries are emphasized. It is concluded that travelers must avoid risky behaviors which can lead to infection and that physicians and health authorities must advice travelers on the risks of eating behaviors during travel.

Efficient crosswell EM Tomography using localized nonlinear approximation

  • Kim Hee Joon;Song Yoonho;Lee Ki Ha;Wilt Michael J.
    • 지구물리와물리탐사
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    • 제7권1호
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    • pp.51-55
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    • 2004
  • This paper presents a fast and stable imaging scheme using the localized nonlinear (LN) approximation of integral equation (IE) solutions for inverting electromagnetic data obtained in a crosswell survey. The medium is assumed to be cylindrically symmetric about a source borehole, and to maintain the symmetry a vertical magnetic dipole is used as a source. To find an optimum balance between data fitting and smoothness constraint, we introduce an automatic selection scheme for a Lagrange multiplier, which is sought at each iteration with a least misfit criterion. In this selection scheme, the IE algorithm is quite attractive for saving computing time because Green's functions, whose calculation is a most time-consuming part in IE methods, are repeatedly re-usable throughout the inversion process. The inversion scheme using the LN approximation has been tested to show its stability and efficiency, using both synthetic and field data. The inverted image derived from the field data, collected in a pilot experiment of water-flood monitoring in an oil field, is successfully compared with that derived by a 2.5-dimensional inversion scheme.

고심도 지반환경 조사 - 지반조사 (1) (GEOTECHNICAL ENVIRONMENT SURVEY (1))

  • 손호웅;이대근;김상규
    • 지구물리
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    • 제6권4호
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    • pp.231-244
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    • 2003
  • 지하에는 수많은 각종 시설물이 매설되어 있으며 이러한 지하매설물의 효율적인 관리는 도시의 원활한 운영을 위한 중요과제가 되어가고 있다 지하에 매설된 각종 시설물의 위치 및 깊이를 조사하기 위한 탐사방법으로 GPR탐사 및 유도전류 방법이 거의 전적으로 적용되고 있으나 가탐심도가 매우 낮으며 지하매질이 매우 불균질 하거나 점토 염분 자갈 등이 많은 곳 및 주변의 전자기적 잡음이 심한 곳에서는 조사가 안 되는 경우가 많다 본 연구에서는 광역상수관이 천부 및 심부에 다수 매설되어 있으나 열악한 지반환경 때문에 지하매설물을 탐지할 수 없는 지역에서 효과적으로 탐사할 수 있는 지구물리탐사법을 찾고자 하였으며 다양한 지구물리탐사방법 적용하였으며 그 결과를 비교 분석하였다 한편 연구지역의 열악한 지질환경을 알기 위하여 지반조사를 수행하여 지반환경에 따른 물리탐사의 영향을 알아보고자 하였다

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A Study on Space Program of Korean Floating Marina Clubhouse

  • Pak, Sung-Sine
    • 한국항해항만학회지
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    • 제36권7호
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    • pp.545-552
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    • 2012
  • Domestic marina facilities today consist mostly of composite-type marinas with particular spatial composition characteristics, due to the regulatory restrictions that keep their development in the public sector and the tepid growth of marine leisure-sports. To develop a marina club design appropriate for domestic conditions, this study establishes space program standards for designing Korean marinas based on a case analysis of existing marina clubs and a survey of floating marina clubs. It is possible for a current composite-type Korean marina club to have a spatial composition of 16~18% for marina-exclusive facility (mFA), 47~49% for commercial facility (cFA), 27~30% for public space (pFA) and 5~8% for management space (emFA). With this composition as a basis, space program estimation of a Korean marina club can be done through the process of estimating in order the marina-exclusive facility area, the floor area by each space and the total floor area, the first floor area, the deck area and the pontoon area. Since the space program established in this study can be utilized as a tool for designing a Korean marina club, it is expected to be helpful in designing marina clubs in the future.

Impacts of Climate Change and Financial Support on Household Livelihoods: Evidence from the Northwest Sub-Region of Vietnam

  • DO, Thi Thu Hien;NGUYEN, Thi Lan Anh;NGUYEN, Thi Hoai Phuong
    • The Journal of Asian Finance, Economics and Business
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    • 제9권6호
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    • pp.115-126
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    • 2022
  • The study's goal is to determine the amount of climate change's impact on ethnic minority (EM) households' livelihoods, as well as their adaptability to climate change and long-term viability. The research was conducted in Vietnam's Northwestern Sub-region, where ethnic minorities account for more than half of the overall population. The study uses a combination of qualitative and quantitative methods based on a survey of 480 households in 04 provinces severely affected by climate change in the Northwest sub-region of Vietnam. The results show that: climate change (extreme weather events) occurs with increasing frequency, mainly affecting the life expectancy, health, and capital of households; Vulnerable groups (women, ethnic minorities) have a poor adaptive capacity and mainly suffer the consequences of shocks, are afraid to change their livelihoods; Microfinance plays an important role in enhancing the sustainability of livelihoods through increasing capital and financial assets and reducing the vulnerability of ethnic minority households. Finally, research has some solutions for microfinance - special credit specifically for ethnic minority households in the Northwest Sub-region: support for microfinance advice, home credit with transition orientations to adapt to climate change response and relieves its impact on the social lives.

전자유도 탐사를 이용한 지하매설물 탐지 정확도 분석 (A Study on the Detecting Accuracy of EM Induction Survey Data of Buried Utility)

  • 권형석;최준호;황대진;김문재;윤정섭
    • 한국재난관리표준학회지
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    • 제1권4호
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    • pp.73-81
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    • 2008
  • 전자유도 탐사는 매설관로에서 발생되는 자기장을 측정하는 탐사방법으로 하나의 관로만 매설되어 있는 경우에는 20 cm 이내의 높은 정확도를 보이지만, 탐지대상 관로 인근에 다른 관로가 매설되어 있으면 자기장의 교란으로 정확도가 감소한다. 본 연구에서는 지하매설물 탐지 정확도 향상을 위하여 대칭성을 이용하여 매설관로의 수평위치를 검증하는 방법과 에너지 크기 비교법과 삼각법을 이용하여 매설심도를 검증하는 방법에 대해 고찰하였다. 다음으로 현재 판매되는 전자유도 탐사장비가 별도의 저장장치를 가지고 있지 않아 측정자료의 분석이 불가능한 문제를 개선하기 위하여, Bluetooth 무선통신장치를 이용하여 측정자료를 저장하는 방법을 개발하였다. 마지막으로 두 개의 인접관로를 하나로 오인하는 문제점을 개선하기 위하여 현장모형실험을 통해 인접관로의 거리에 따른 분해능을 고찰하였다.

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