• 제목/요약/키워드: simple regression analysis

검색결과 923건 처리시간 0.021초

보존처리용 세척제에 대한 토기의 이온용출 특성연구 (A Study on Ion Extraction Characteristics of Ceramics by Cleaning Agents)

  • 박대우;강현미;남병직;장성윤;함철희
    • 보존과학연구
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    • 통권31호
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    • pp.43-57
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    • 2010
  • This study intends to provide quantitative data about the extraction characteristics of major elements of earthenware by executing soaking test of cleaning agents. It aims at providing basic data for the stability assessment when applying the cleaning agents for conserving earthenware. The data will be extracted from the analysis of co-relationship between the physical characteristics and the ion extraction characteristics. XRD analysis displayed that AT-1, AT-2 and AT-3 which did not generate mullite were fired at lower than 1,000 whereas AT-3 and AT-5 that included mullite were higher than 1,000. The degree of absorption was AT-4 > AT-2 > AT-1 > AT-3 > AT-5 in order and the correlation between the degree of absorption and firing temperature of earthenware displayed a positive correlation. Extraction amount of oxalic acid which was used for the removing iron oxide was AT-1 > AT-2 AT-4 > AT-3 > AT-5 in order. and the ion extraction data displayed that there is a positive correlation with absorption level. However AT-1 and AT-2 which were fired at lower temperature showed that there was no correlation between the ion extraction characteristics and absorption level. Ion extraction of citric acid produced little amount compared with the one of oxalic acid, yet it caused less damage to earthenware than oxalic acid when it applied. The result of ion extraction level in the absorption test displayed that Fe had higher level than in Si, Al from the test for both oxalic acid and citric acid. Based on the regression analysis of the data from the previous studies, the physical characteristics of the earthenware and ion extraction level, further studies will be conducted on the predicting technique on the extraction characteristics of major elements of earthenware samples for the conservation in future.

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생물학 학술지 즉시성지수(Immediacy Index)의 영향 요인에 관한 연구 (A Study on Factors which affect Immediacy Indexes for Biology Journals)

  • 신은자
    • 정보관리학회지
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    • 제26권4호
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    • pp.169-186
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    • 2009
  • 이 연구는 발행된 연도의 평균 인용빈도를 보여주는 지수인 학술지의 즉시성지수를 수집한 후 즉시성지수의 증감에 영향을 준 구체적인 요인을 분석하였다. 이를 위해 2008년 JCR에 수록된 생물학(biology) 분야의 학술지 71종에 관한 즉시성지수를 수집하였고, 즉시성지수 값에 직간접적으로 영향을 준 것으로 보이는 여러 항목에 관한 데이터를 수집하여 분석하였다. 단순상관관계분석, 요인분석, 회귀분석 등을 실시한 결과 즉시성지수 총분산 의 67.64%가 외형, 수집가능성, 예정호 및 연령, 언어 등의 요인으로 설명되었다. 이 요인들을 독립변수로 회귀분석을 실시한 결과 통계적으로 유의하였다. 일반적으로 학술지의 즉시성지수에 많은 영향을 줄 것으로 기대되는 것은 학술지의 인지도이지만, 이 연구에서는 학술지의 면수와 같은 외형이 즉시성지수에 직접적인 영향을 주고 있는 것으로 나타났다. 아울러 오픈액세스 학술지가 일반 학술지에 비해 즉시성지수가 더 높았다. 또한 즉시성지수가 높은 학술지는 연간 발행횟수가 많고, PMC에 등재되는 사례가 흔하며, 발행국은 주로 미국과 영국이라는 것이 확인되었다.

의약분업이후 약국 경영수지 및 관련 요인 분석 (Analysis of Financial Performance and Its Factors of Community Pharmacies in Korea: After the Introduction of the Separation of Drug Prescription and Dispensing (SPD) Policy)

  • 박혜경;권창익;엄태훈;김예순;노연숙;정규혁;이의경
    • 약학회지
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    • 제52권6호
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    • pp.507-513
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    • 2008
  • The purpose of this study is to analyze the factors affecting financial performance of community pharmacies after the implementation of the new drug policy in Korea: separation of drug prescription and dispensing (SPD). The online survey questionnaires were sent to the active pharmacists of the total 20,633 community pharmacies in Korea and 1,147 pharmacists responded to the survey (the response rate was 5.5%). The questionnaire asked simple financial data in order to compare their financial performances before and after the policy. With the SPSS package (version 12.0), two levels of data analysis were used: 1) descriptive statistics to see the financial status of the pharmacies; and 2) multiple regression analysis to find the factors. {or A multiple regression method was used for the data analysis.} The finding illustrated that the average net benefit of the pharmacies was 4,870 thousand won in August 2006, and the major factors affecting the net benefit were the location of pharmacy (geographical proximity to medical institutions), number of prescriptions, drug management services for patients, chain pharmacy membership. The findings of this study suggest that service improvement for patients, revitalization of non-prescription drug sales, professional management will contribute to promote community based pharmacy business.

주성분 분석법을 이용한 회귀다항식 기반 모델 및 패턴 분류기 설계 (Design of Regression Model and Pattern Classifier by Using Principal Component Analysis)

  • 노석범;이동윤
    • 한국정보전자통신기술학회논문지
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    • 제10권6호
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    • pp.594-600
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    • 2017
  • 본 논문에서는 매우 높은 차원을 가진 데이터에서 의미 있는 특징 벡터 추출하여 입력 공간의 차원을 줄이기 위하여 주성분 분석법을 사용하였다. 주성분 분석법을 이용하여 축소된 차원을 가진 입력 데이터를 이용하여 회귀 다항식의 입력벡터로 사용하는 모델과 패턴 분류기의 설계 방법을 제안하였다. 제안된 모델 및 패턴 분류기는 매우 단순한 구조를 가진 회귀다항식을 기반으로 설계하여 모델 및 패턴 분류기의 과적합 문제를 해결 하고자 하였다. 제안된 설계방법을 적용하여 설계된 모델과 패턴 분류기의 성능을 비교 및 평가하기 위하여, 다양한 기계 학습 데이터 집합을 사용하였다.

조화 분석을 이용한 식생지수 보정 기법에 관한 연구 (NDVI Noise Interpolation Using Harmonic Analysis)

  • 박수재;한경수;피경진
    • 대한원격탐사학회지
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    • 제26권4호
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    • pp.403-410
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    • 2010
  • NDVI(Normalized Difference Vegetation Index)는 기후 변화 모니터링과 식생 변화 탐지 모니터링을 위한 주요한 지표이며 주로 단일 기간 합성 자료 형태로 널리 활용되고 있다. 원격탐사 된 식생지수 자료는 전처리 과정을 거치게 되지만 제거되지 못한 cloud pixel, 대기 효과, 지면의 상태 등으로 인하여 NDVI 값이 저평가(low peak)되는 noise가 발생하게 된다. 이러한 문제점을 해결하기 위해 국내 외 연구가 활발히 진행되고 있으며 최근 높은 값(high peak)을 추적하는 방법인 다중 다항 회귀식을 이용하여 noise를 보정하는 방법이 개발되었으나 부분적으로 참값보다 과대 평가되는 문제점이 있다. 따라서 본 연구에서는 과대 평가되는 문제점을 해결하고자 조화 분석을 이용하여 low peak 탐지 후 보간하는 종합적인 기법을 개발하였다. 이를 검증하기 위해 SPOT/VGT NDVI 10-day MVC 자료를 이용하여 다중 다항 회귀식을 이용한 방법과의 비교 분석을 수행한 결과 전반적인 식생 지수의 시계열 특성이 잘 나타났고 NDVI 실제 값(raw value)을 보다 현실적으로 재생산하여 조화 분석을 이용한 방법이 더 우수한 것으로 판단된다.

지역별 응급의료접근성이 노인의 허혈성 심장질환 사망률에 미치는 영향 (Effect of regional emergency medical access on the death rate of elderly individuals with ischemic heart disease)

  • 고은정;조근자
    • 한국응급구조학회지
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    • 제25권2호
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    • pp.19-38
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    • 2021
  • Purpose: This study aimed to investigate the relationship between emergency medical service accessibility in different regions and the sudden death rate in elderly patients with ischemic heart disease using data analysis techniques and suggest improvements in regional emergency medical services. Methods: The study collected data from the NEDIS database and Statistics Korea. Data on a total of 75,867 patients aged ≥65 years were reviewed among patients with ischemic heart disease who visited emergency medical institutions in 2018. Frequency analysis, chi-square test, multiple logistic regression analysis, and simple logistic regression analysis were performed using SPSS PC Window 25.0. Results: With an emergency medical resource per 100km2, there was a concomitant reduction in the risk of death. There was a decrease in the death rate by 0.967, 0.970, 0.997, and 0.391 times with the increase in the presence of a fire department, an ambulance, a paramedic, and a regional medical center, respectively. Furthermore, a decrement in the death rate was witnessed 0.844, 0.825, and 0.975 times with the initiation of a local emergency medical center, a local emergency medical institution, and an angiography device, respectively(p <.001). Conclusion: To improve the accessibility of emergency medical services, the population and geometric area of the region should be considered essential factors when deploying emergency medical resources.

농촌노인의 일상생활수행능력과 우울감, 자아존중감 및 사회활동 참여가 생활만족도에 미치는 영향 -경기도 여주를 중심으로- (The Effect of Daily Living Activities, Depression, Self-respect, and Social Activity Participation of the Rural Elderly on Their Life Satisfaction -Centering on Yeoju, Gyeonggi-)

  • 이현심;남희수
    • 농촌지도와개발
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    • 제17권4호
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    • pp.957-984
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    • 2010
  • The aim of this research is to delineate how daily living activities, depression, self-respect, and social activity participation affects the life satisfaction of the rural elderly. The subjects of the research were elderly over-65-year-olds living in Yeoju, Gyeonggido and conducted from November 15 to November 30, 2009. The sampling method was convenience sampling among non-probability sampling, a total of 339 were used as analysis data. The collected data were then put through-frequency analysis, correlation analysis, simple regression analysis, analysis of variance, Kruskal-Wallis, and feasibility verification through SPSS SAS 9.1.3 program. As a result of hypothesis verification, daily living activities have a positive influence over life satisfaction. And the higher the elderly's self-respect, the greater their life satisfaction, and it was verified that depending on social activity participation, there is a difference in their life satisfaction. The purpose of this study is to verify and carry out action plan and ital.

터널의 유지관리를 위한 전문가시스템 개발(II) : 수치해석을 통한 지식베이스 확장 (Development of Expert System for Maintenance of Tunnel (II))

  • 김도훈;허택녕;임윤묵
    • 한국구조물진단유지관리공학회 논문집
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    • 제4권2호
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    • pp.185-191
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    • 2000
  • The safety problem of aged tunnels has been emphasized. For the effective maintenance, site inspection of tunnel structures and surrounding grounds are required periodically. Also, the determination of safety of tunnels is not a simple problem. So the role experienced engineer in the maintenance is very important and development of an expert system that can perform as the engineers, has been needed. In this study, from the results of numerical analysis in several case, new precision inspection rules which can substitute actual numerical analysis are determined by a commercial program FLAC and regression analysis under various parameters such as material property, lining thickness, overburden and laterial coefficients. They are added to the knowledge base to determine safety of tunnel lining. To verify the expert system, the results are compared with an existing tunnel diagnosis report. It can be concluded that the new rule are well represented the actual numerical analysis under various site conditions. Therefore it is expected that the systematic management for effective maintenance of tunnel structure will be possible.

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SNS 마케팅 특성이 헤어샵 이미지 형성과 방문의도에 미치는 영향 연구 (A Study on the Effect of SNS Marketing Characheristics on Formation of Hair Shop Image and Visiting Intention)

  • 이규리;곽인실
    • 디지털정책학회지
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    • 제3권2호
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    • pp.1-14
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    • 2024
  • 본 연구의 목적은 헤어뷰티산업의 SNS 마케팅 특성이 헤어샵 이미지 형성과 방문의도에 미치는 영향을 분석하는 것이다. SNS 마케팅은 현대의 소셜 미디어 플랫폼을 활용하여 고객과의 상호 작용, 정보 제공, 정보 신뢰, 유쾌함을 통해 마케팅 활동을 수행하는 전략입니다. 이러한 SNS 마케팅의 특성이 헤어뷰티 업계에서 헤어샵 이미지 형성과 고객 방문의도에 어떤 영향을 미치는지 분석하고자 하였다. 연구를 위해 헤어 관련 SNS 이용 경험이 있는 총 307명의 고객을 대상으로 설문조사를 실시하였다. 설문지에는 SNS 마케팅 특성, 헤어숍 이미지, 방문의도 관련 항목이 포함되어 있으며, 수집된 자료는 SPSS 26.0을 이용하여 통계분석하였다. 연구문제의 결과는 빈도분석, 요인분석, 신뢰도 분석, 상관분석, 단순회귀분석, 다중회귀분석, 매개회귀분석 등의 분석기법을 적용하여 도출하였다. 연구 결과, SNS 마케팅의 특징인 정보제공, 정보신뢰성, 유쾌함, 상호작용이 헤어샵 이미지 형성에 긍정적인 영향을 미치는 것으로 나타났다. 또한 헤어샵 이미지가 방문의도에 긍정적인 영향을 미치는 것으로 확인되었으며, 헤어숍 이미지는 SNS 마케팅 특성과 방문의도 사이에서 매개 역할을 하는 것으로 나타났다. 이는 SNS 마케팅을 통해 헤어 뷰티 업계의 이미지 형성과 고객 방문 의도를 향상시킬 수 있는 중요한 인사이트를 제공합니다.

커피전문점의 서비스품질이 고객만족과 행동의도에 미치는 영향 (The Effects of Service Qualities on Customer Satisfaction and Behavioral Intention in Coffee Shops)

  • 김호식;심재현
    • 산경연구논집
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    • 제8권5호
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    • pp.95-109
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    • 2017
  • Purpose - The purpose of this study is to classify the quality factors of coffee shop customers with the service quality based on the SERVQUAL, selection attributes, and service qualities used in previous studies. The path structure of coffee shops' quality factors → customer satisfaction → trust → behavioral intention was analyzed in order to confirm the system of coffee shops' quality factors. Research design, data, and methodology - The survey of was conducted with college students of Kangwon University. A total of 250 questionnaires were distributed, with 232 collected. Of them, Excluding 36 respondents' because of incomplete answers and missing values, 196 responses were used in the final analysis. Empirical analysis was made through factor analysis, correlation analysis, multiple regression analysis, simple regression analysis and mediating regression analysis by using Statistics Package SPSS 19.0. Results - The results are as follows: Firstly, coffee shops' quality factors were classified into seven categories like service encounter quality, product quality, cleanliness, overall interior, purchase quality, convenience, and aesthetics. Secondly, service encounter quality, product quality, purchase quality, and aesthetics had a positive effect on customer satisfaction, respectively. Thirdly, it showed that service encounter quality, product quality, overall interior, purchase quality, and aesthetics had a positive effect on trust, respectively. Fourthly, customer satisfaction had a positive effect on behavioral intention. Lastly, after verifying the effect relations of trust between customer satisfaction about coffee shop and behavioral intention, customer satisfaction has a positive effect on trust and trust has a positive effect on behavioral intention. On the other hand, trust did not have a mediating effect between customer satisfaction and behavioral intention. But, cleanliness, convenience, and overall interior did not have a positive effect on customer satisfaction. Conclusions - Coffee shop consumers put importance on price, discount systems, taste, and freshness, but more on courteous and kind services of coffee shop staff or comfortable and calming atmosphere of inner space. Thereby, coffee shop marketers need to take factors like service encounter quality and aesthetics into more consideration. In addition, customer satisfaction has an effect on trust, while trust on behavioral intention, even though trust is not mediated between customer satisfaction and behavior intention.