• 제목/요약/키워드: simple regression analysis

검색결과 912건 처리시간 0.043초

고소성 해성점토지반의 압축지수에 대한 비교 연구 (A Comparison Study on Compression Index of Marine Clay with High-Plasticity)

  • 정길수;박병수;홍영길;유남재
    • 산업기술연구
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    • 제25권A호
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    • pp.57-65
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    • 2005
  • In this paper, for the highly plastic marine soft clay distributed in west and southern coast of Korean peninsula of Kwangyang and Busan New Port areas, correlation between compression index and other indices representing geotechnical engineering properties such as liquid limit, void ratio and natural water content were analyzed. Appropriate empirical equations of being able to estimate the compressibility of clays in the specific areas were proposed and compared with other existing empirical ones. For analyses of the data and test results, data for marine clays were used from areas of the South Container Port of the Busan New Port, East Breakwater, Passenger Quay, Jungma Reclamation and Reclamation Containment in the 3rd stage in Kwangyang. In order to find the best regression model by using the commercially available software, MS EXCEL 2000, results obtained from the simple linear regression analysis, using the values of liquid limit, initial void ratio and natural water content as independent variables, were compared with the existing empirical equations. Multiple linear regression was also performed to find the best fit regression curves for compression index and other soil properties by combining those independent variables. On the other hands, another software of SPSS for non-linear regression was used to analyze the correlations between compression index and other soil properties.

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Influence of Computer Attitude on Critical Thinking Disposition

  • Kim, Jung Ae;Kim, Ju Ok
    • International journal of advanced smart convergence
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    • 제9권1호
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    • pp.1-9
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    • 2020
  • This study was conducted to investigate the effects of computer attitudes such as anxiety, confidence, preference, usefulness, and computer literacy on their critical thinking ability, targeting college students at unspecified university universities. The period of data collection was from January 10, 2020 to January 17, 2020. A total of 213 people participated in the study. For data analysis, SPSS 18.0 was used for frequency analysis, Pearson correlation, x2 square, and simple regression analysis. As a result of the analysis, the difference of interests under the statistical significance level among general characteristics was Gender (x2=55.7***, p<0.001), Age (x2=407.5***, p<0.001), Resident (x2=127.5***, p<0.001) Family (x2=289.4***, p<0.001). In the simple regression analysis, computer liking (t=2.102, p<0.05) and computer use ability affected Truth seeking (t=-6.319, p<0.01), computer use ability was affecting analyticity (t=-5.630, p<0.01), computer use ability was affecting systematicity (t=-2.545, p<0.05), computer use ability was affecting maturity under statistical significance (t=-2.583, p<0.05). In conclusion, this study suggests that computer liking and computer use ability affect the sub-factor components of critical thinking disposition, truth seeking, analyticity, systematicity, and maturity, therefore the emphasis of this study is to emphasize that it is desirable to use the computer as a medium of learning based on computer literacy rather than worrying about excessive computer use.

디저트 카페의 브랜드 가치와 브랜드 충성도 관계에 브랜드 신뢰의 매개효과 (The Mediating Effect of Brand Trust on the Relationship between Brand Value and Brand Loyalty in the Dessert Cafes)

  • 권기완;최익준;김경은
    • 한국조리학회지
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    • 제23권5호
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    • pp.48-57
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    • 2017
  • This study aims to analyze the relationships among brand value, brand trust, and brand loyalty of dessert cafes and to verify the mediating effect of brand trust in the relationship between brand value and loyalty. This study targeted eight dessert cafes located in Seoul, and a survey with customers aged 20 or over was conducted over 11 days from April 10th to 21th, 2017. A total of 230 self-administered questionnaires were distributed, and 205 questionnaires (89.13%) were included for the data analysis after the exclusion of 25 incomplete and unreliable responses. Every data used for analysis went through frequency analysis, reliability test, exploratory factor analysis, simple regression analysis, multiple regression analysis, mediator effect analysis, and Sobel test using the SPSS 18.0 analysis program. The study results revealed that brand value had a significant positive relationship to brand trust, and brand trust had a significant positive relationship to brand loyalty. Also, brand value had a significant positive relationship to brand loyalty, and brand trust mediated the relationship between brand value and loyalty. Based on these findings, the discussion to enhance brand loyalty of dessert cafes were suggested.

노트 필기를 사용한 온라인 학습이 학업성취도에 미치는 영향 (The Effect of Online Learning Using Note-Taking on Academic Achievement)

  • 윤석범;장은영
    • 실천공학교육논문지
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    • 제14권2호
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    • pp.333-339
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    • 2022
  • 본 연구는 공과대학 학생들이 온라인 학습을 진행하였을 때 노트 필기를 병행하며 학습을 하는 경우에 대해 학습 효과 및 만족도, 집중력에 미치는 영향에 대해 연구하였다. 온라인 학습에서 학습 도구로 사용하기 위한 양식으로 코넬노트를 사용하였다. 설문 조사 결과, 학생들은 온라인 학습에서의 노트 필기가 수업 참여의 성실성, 적극성, 집중력에 도움이 되는 것으로 파악되었다. 통계 분석 결과, 노트 필기 제출 횟수와 학업성취도와의 양의 상관관계를 확인하였으며 단일/다중 회귀분석을 통해서 노트 필기 제출 횟수와 학업 성취도가 통계적으로 유의미함을 확인하였다. 다중 회귀 분석 결과, 평균적으로 학생들의 노트 필기 제출 횟수가 1회 증가할 경우, 이는 중간고사 점수 0.253점, 기말고사 점수 0.287점 상승에 통계적으로 유의미한 것을 확인하였다. 부트스트래핑 회귀분석을 실시한 결과에서도 필기노트 제출 횟수가 성적과도 유의미한 결과를 얻어 단일/다중회귀 분석의 결과가 적정함을 확인하였다. 온라인 상에서 강의를 수강하며 노트를 필기하고 온라인 제출함으로써 온라인 수업에서 학습의 질을 높일 수 있는 수업 전략이 될 수 있음을 확인하였다.

GWR을 이용한 센서스 기반 도시범죄 특성 분석 및 예측모델 구축 (Construction of Urban Crime Prediction Model based on Census Using GWR)

  • 유영우;백태경
    • 한국지리정보학회지
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    • 제20권4호
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    • pp.65-76
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    • 2017
  • 본 연구는 범죄와 환경과의 관계가 밀접한 영향을 미친다는 전제하에 범죄억제를 위한 정책수립 및 설계를 위한 대안마련의 사전단계로 범죄위험지역 분석과 요인, 공간적 특성이 반영된 예측모델을 제시하는 것을 주요 목적으로 수행하였다. 연구의 분석결과, H구 전체 지역에 범죄가 균등하게 분포하였을 경우와 대비하여 약 1/4 수준으로 범죄발생지역은 군집성을 나타내고 있었으며 주로 H 해수욕장 배후 상업지역에서 특정범죄(강간, 절도, 폭력)는 강한 핫스팟을 나타내었다. 결과적으로 독립변수와 종속변수의 공간적 상관관계를 고려하는 지리가중회귀모형을 이용함으로써 보다 효과적으로 적용할 수 있음을 알 수 있었다. 이러한 결과는 다중선형회귀 모형의 결과에서와 같이 연구지역 내 폐공가수가 종속변수와 단순히 부적의 관계를 가지는 것이 아니라, 지역에 따라 종속변수에 서로 다른 영향을 미치는 것을 알 수 있다.

직장인의 의복·메이크업 컬러 선택 동기가 외모 만족도와 자아존중감에 미치는 영향 (The Effect of Office Workers' Motivation to Choose Clothing and Makeup Colors on Appearance Satisfaction and Self-esteem)

  • 이정현;한승희
    • 한국응용과학기술학회지
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    • 제40권6호
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    • pp.1225-1237
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    • 2023
  • 본 연구의 목적은 직장인의 의복과 메이크업 컬러 선택 동기가 외모 만족도와 자아존중감에 미치는 영향을 알아보기 위한 것이다. 본 연구의 조사대상자는 충청도 지역 소재지에 근무하는 직장여성을 대상으로 하여 2023년 7월 15부터 2023년 7월 29일까지 2주간 이루어졌으며, 표집 된 696부를 최종 분석에 사용하였다. 분석방법은 SPSS 26.0 프로그램을 이용하여 빈도분석, 요인분석, 신뢰도분석, (one-way)ANOVA, 사후검증(Scheffe's)을 처리하였으며, 직장인의 의복과 메이크업컬러 선택 동기의 상관성을 알아 보기위해 상관관계분석 및 단순회귀분석(simple regression), 다중회귀분석(multiple regression)을 실시하였으며, 통계적 유의수준은 p<.05로 설정하였다. 이와 같은 연구 절차를 거처 다음과 같은 결론을 도출하였다. 첫째, 직장인의 의복 컬러 선택 동기가 외모 만족도에 정적(+) 영향을 미치는 것으로 나타났다. 둘째, 직장인의 메이크업 컬러 선택 동기가 외모만족에는 정적(+) 영향을 미치는 것으로 나타났고, 신체매력은 상황요인에서 정적(+) 영향을 미치는 것으로 나타났다. 셋째, 직장인의 의복 컬러 선택 동가가 자아존중감에 정적(+) 영향을 미치는 것으로 나타났다. 넷째, 직장인의 메이크업 컬러 선택 동기가 자아존중감에 정적(+) 영향을 미치는 것으로 나타났다.

물-물 수온차 히트펌프 시스템의 원수온도에 따른 성능 특성 분석 (Analysis on Cooling and Heating Performance of Water-to-Water Heat Pump System for Water Source Temperature)

  • 박태진;조용;박진훈
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2010년도 춘계학술대회 초록집
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    • pp.169.2-169.2
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    • 2010
  • The research assesses the performance of the water-to-water heat pump system installed in Cheongju water treatment plant for cooling and heating ventilation. In summer season monthly averaged COP is ranged from 3.85 to 4.56 according to the water source temperature, and the performance is increased as the raw water temperature is dropped. While, heating performance is increased for the high temperature water source, and the monthly averaged COP is changed from 2.92 to 3.82. The correlation of the water source temperature and the heat pump performance shows a linear tendency by the simple regression of average data. In heating, the COP of heat pump system linearly rises according to the water source temperature. In comparison, the COP in cooling linearly reduces as the raw water temperature is raised. The goodness of fit at the simple regression shows the coefficient of determination 82% in cooling, 46% in heating. The electric cost of water-to-water heat pump is reduced by 40% compared to that of air source heat pump.

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The Effect of Bribery on Firm Innovation: An Analysis of Small and Medium Firms in Vietnam

  • NGUYEN, Toan Ngoc
    • The Journal of Asian Finance, Economics and Business
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    • 제7권5호
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    • pp.259-268
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    • 2020
  • This study aims to provide empirical evidence on the causal relationship between bribery and firm innovation. To this end, we use a micro-dataset of small and medium firms in Vietnam surveyed in 2015. Given the binary nature of the dependent variable, a simple probit regression model is employed. However, as bribery variable is potentially endogenous, a simple probit regression may give biased estimates. We deal with the potential endogeneity by making use of the bivariate probit model. A property of the bivariate probit model is that it can produce efficient estimates of a typical probit model with endogenous binary explanatory variable. A Hausman-like likelihood ratio test is implemented following the estimation to test the existence of endogeneity. We find that bribery significantly undermines firm innovation. Also, firms run by household appear less innovative. The probability of innovation diminishes significantly if firm owners or managers have previous experience in firm products. As expected, larger firms seem to be more innovative. Exporters tend to be more innovative compared to non-exporters. Our findings provide support to the hypothesis that bribery is detrimental to firm innovation and, thus, innovation may be a mediating channel, through which, bribery impedes firm long-term performance.

간호대학생의 건강통제위와 건강증진행위와의 관계 (The Relationship between Health Locus of Control and Health Promoting Behaviors in the Nursing Students)

  • 박인순;김란
    • 한국간호교육학회지
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    • 제12권2호
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    • pp.162-169
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    • 2006
  • Purpose: The purpose of this study was to identify the relationship between Health Locus of Control(HLOC) and Health Promoting Behaviors(HPB) in the nursing college students. Method: Data were collected by the structured questionnaires from 485 nursing students in Gwangju. Data were analyzed by using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient and Simple regression. Result: The mean score for the HLOC of the nursing students was Internal: 23.858, Powerful others: 17.619, Chance: 15.076. The total mean score for HPB was 2.45(range 1-4). The highest score on the subscale was self-actualization(M=2.914), and the lowest was health responsibility(M=1.905). The score between HPB and HLOC-internal(r=.302, p=.000), HLOC-powerful others (r=.329, p=.000), HLOC-chance(r=.146, p=.001) showed a significantly positive correlation. By means of simple regression analysis, HLOC explained 14.3% of HPB. Conclusion: This study suggests that HLOC accounted for 14.3 % of HPB in the nursing college students.

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Mediating Effect of Depression in the Relationship Between Health-Related Quality of Life and Pain of the Elderly with Physical Dysfunction

  • Lee, In Hak;Han, Seul Ki
    • 국제물리치료학회지
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    • 제9권2호
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    • pp.1455-1460
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    • 2018
  • This study aimed to determine the effect of depression between the health-related quality of life and pain in elderly persons with physical disabilities. A total of 111 patients who were treated at hospital B (Seoul, Daejeon, Daegu, Gwangju, and Busan) participated in the Survey. The SF-36 Health Assessment was used to determine the quality of life of subjects, the Korean version of the Geriatric Depression Scale-Short form to assess the level of depression, and Numeric Rating Scale to determine the level of pain. To determine the moderating effect of depression on the relationship between quality of life and pain, simple regression analysis, and the Sobel test were performed. There was a significant negative correlation between health-related quality of life and pain (r<-.3, p<.05), and a significant positive correlation between depression and pain (r=.251, p<.05). Thus, health-related quality of life had a simple regression relationship with depression and pain. Depression also showed a mediating effect between health-related quality of life and pain. The results of this study suggest that depression mediates between pain and quality of life.