• 제목/요약/키워드: Multiple Factor Regression

검색결과 2,891건 처리시간 0.029초

A prediction method of ice breaking resistance using a multiple regression analysis

  • Cho, Seong-Rak;Lee, Sungsu
    • International Journal of Naval Architecture and Ocean Engineering
    • /
    • 제7권4호
    • /
    • pp.708-719
    • /
    • 2015
  • The two most important tasks of icebreakers are first to secure a sailing route by breaking the thick sea ice and second to sail efficiently herself for purposes of exploration and transportation in the polar seas. The resistance of icebreakers is a priority factor at the preliminary design stage; not only must their sailing efficiency be satisfied, but the design of the propulsion system will be directly affected. Therefore, the performance of icebreakers must be accurately calculated and evaluated through the use of model tests in an ice tank before construction starts. In this paper, a new procedure is developed, based on model tests, to estimate a ship's ice breaking resistance during continuous ice-breaking in ice. Some of the factors associated with crushing failures are systematically considered in order to correctly estimate her ice-breaking resistance. This study is intended to contribute to the improvement of the techniques for ice resistance prediction with ice breaking ships.

패션 소비윤리에 영향을 미치는 변인에 관한 연구 (Empirical Study on Variables Affecting Consumer Ethics Related to Fashion)

  • 이승희;노유나
    • 한국의류학회지
    • /
    • 제31권1호
    • /
    • pp.141-150
    • /
    • 2007
  • The purpose of this study was to examine variables affecting fashion consumer ethics. 202 consumers living in Seoul and its suburb participated in this study. Data were analyzed by using descriptive statistics, factor analysis and multiple regression for this study. As the results, consumer ethics was classified into three factors such as 'Purposely illegal behavior', 'Tacitly illegal behavior' and 'Socialized illegal behavior' factors. Second, regarding ethics judgement, machiavellianism only had affected consumer ethics. Results showed that 'Tacitly illegal behavior' and 'Socialized illegal behavior' of consumer ethics affected consumer ethics on Fashion Products. Finally, results of multiple regression revealed that psychological factors such as compensatory purchasing, materialism and propensity of religion accounted for 19% of the explained variance in fashion consumer ethics. Based on these results, a fashion educational program about consumer ethics related to fashion industry would be suggested.

설계강우의 임계지속기간과 유역특성인자의 상관성 분석 (Correlation Analysis of Watershed Characteristics and the Critical Duration of Design Rainfall)

  • 이정식;신창동;이봉석
    • 한국방재학회:학술대회논문집
    • /
    • 한국방재학회 2008년도 정기총회 및 학술발표대회
    • /
    • pp.711-714
    • /
    • 2008
  • The objective of this study is to analyze the relationship between the watershed characteristics and the critical duration of design rainfall. For estimation of critical duration, adjustment Huff's method and ILLUDAS urban runoff model were applied to urban 21 areas. Watershed characteristics such as area, channel length, channel slope, shape factor, and pipe density were used to simulate correlation analysis. The conclusions of this study are as follows; it is revealed that critical duration is influenced by the watershed characteristics such as pipe density, area and channel length. Also, multiple regression analysis using watershed characteristics is carried out and the determination coefficient of multiple regression equation shows 0.972.

  • PDF

로짓(Logit) 모델을 이용한 날씨요소와 송전선로 고장의 다중회귀분석 (Multiple Regression Analysis between Weather Factor and Line Outage using Logit Model)

  • 신동석;이윤호;김진오;이백석;방민재
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2004년도 추계학술대회 논문집 전력기술부문
    • /
    • pp.187-189
    • /
    • 2004
  • This paper investigates the effect of weather factors(such as winds, rain, snows, temperature, clouds and humidity) on transmission line outages. The result shows that weather variables have significant effects on the transmission line historical outages and the relationship between them is nonlinear. Multiple regression analysis using Logit model is proved to be appropriate in forecasting line failure rate in KEPCO systems. It could also provide system operators with useful informations about system operation and planing.

  • PDF

간호사의 일과 삶의 균형에 대한 인식과 이직의도의 관계 (The Relationship among Work-Family, Work-Leisure, Work-Growth and Turnover Intention of Nurses)

  • 김일옥;김순행;노현승
    • 한국병원경영학회지
    • /
    • 제26권4호
    • /
    • pp.1-11
    • /
    • 2021
  • This study is to identify the relationship among work-life balance and turnover intention of nurses and examine the influence of work-family balance, work-leisure balance, work-grow balance on turnover intention of nurses. Data were collected from nurses working at five hospitals with more than 30 beds in Seoul and analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation analysis and multiple regression analysis using Jamovi(1.6.23) program. The final sample were made up of 247 participants. In the correlation analysis, work-life balance and turnover intention showed negative correlation. As a result of multiple regression analysis, work-grow balance affected as a meaningful influence factor on turnover intention. It is necessary to carefully examine the sub-factors of work-life balance in order to understand the impact on turnover intention of nurses. And, hospitals need to provide organizational support for nurses' growth and career development.

Offline Shopping During the COVID-19 Pandemic: Between Need and Fear

  • USMAN, Hardius;PROJO, Nucke Widowati Kusumo;CHAIRY, Chairy
    • 4차산업연구
    • /
    • 제2권2호
    • /
    • pp.25-37
    • /
    • 2022
  • Purpose - The purposes of this research are: (1) Building and testing a research model that integrates Theory of Reasoned Action (TRA) with fear, perceived risk, and health protocols; (2) Examining the impact of compliance with health protocols on consumer behavior when offline shopping. Research design, data, and methodology - The data collection uses the self-administered survey method, and the questionnaire is distributed online. A total of 504 Indonesian population aged 18 years old or more participate in this research. Data are analyzed using factor analysis, multiple regression, and multiple regression with interaction. Result - This study reveals several findings: (1) Attitude and subjective norm have a significant effect on offline shopping behavior; (2) fear has a direct and indirect effect on offline shopping behavior; (3) the effect of perceived risk on the intensity of offline shopping is determined by compliance with health protocols. Conclusion - This paper discusses the direct influence of attitudes and subjective norms on behavior. This research also integrates fear, perceived risk, and health protocol factors in TRA, which may not have been done much, especially in the COVID-19 pandemic context.

일 지역 초등학교 고학년 학생의 과체중에서 비만으로 진행요인 (A Study on Overweight and Obesity in Childhood)

  • 유장학;최희정;김영미
    • 동서간호학연구지
    • /
    • 제16권2호
    • /
    • pp.156-163
    • /
    • 2010
  • Purpose: The purpose of this study was to investigate factors associated with childhood obesity. Methods: In this descriptive study, the number of participants was 78 4-6th grade students in a primary school, and the subjects were overweight or obese. Data were collected for 10 days from June 1 to 10 in 2009. The data were analyzed using descriptive statistics, independent-samples t-test, $X^2$-test, and multiple logistic regression. Results: Mother's occupation is a statistically significant factor in a bivariate analysis. In multiple logistic regression analysis, the statistically significant factors were mother's occupation (OR=0.17, 95% CI=0.04-0.70) and dietary attitudes (OR=0.08, 95% CI=0.01-0.66). Conclusion: For an effective obesity management program in childhood, it is necessary to consider a mother occupation and dietary attitudes.

Prediction of concrete strength from rock properties at the preliminary design stage

  • Karaman, Kadir;Bakhytzhan, Aknur
    • Geomechanics and Engineering
    • /
    • 제23권2호
    • /
    • pp.115-125
    • /
    • 2020
  • This study aims to explore practical and useful equations for rapid evaluation of uniaxial compressive strength of concrete (UCS-C) during the preliminary design stage of aggregate selection. For this purpose, aggregates which were produced from eight different intact rocks were used in the production of concretes. Laboratory experiments involved the tests for uniaxial compressive strength (UCS-R), point load index (PLI-R), P wave velocity (UPV-R), apparent porosity (n-R), unit weight (UW-R) and aggregate impact value (AIV-R) of the rock samples. UCS-C, point load index (PLI-C) and P wave velocity (UPV-C) of concrete samples were also determined. Relationships between UCS-R-rock parameters and UCS-C-concrete parameters were developed by regression analyses. In the simple regression analyses, PLI-C, UPV-C, UCS-R, PLI-R, and UPV-R were found to be statistically significant independent variables to estimate the UCS-C. However, higher coefficients of determination (R2=0.97-1.0) were obtained by multiple regression analyses. The results of simple regression analysis were also compared to the limited number of previous studies. The strength conversion factor (k) values were found to be 14.3 and 14.7 for concrete and rock samples, respectively. It is concluded that the UCS-C can roughly be estimated from derived equations only for the specified rock types.

외식기업의 레스토랑 환경과 혼잡지각에 관한 연구 (A Study on Restaurant Envirionment and Crowding in Foodservice Company)

  • 양태석
    • 한국조리학회:학술대회논문집
    • /
    • 한국조리학회 2006년도 제41차 정기하계학술세미나
    • /
    • pp.115-134
    • /
    • 2006
  • This study was conducted during a period from July 4 to 30 to investigate the effect of restaurant environment upon customer's satisfaction and crowdedness awareness. Total 800sets of questionnaire were distributed among major food service corporations. They were 16 restaurants from McDonald, Burger King, Popeyes, KFC, Rits Carlton, Intercontinental, The Westin Chosun, Hilton, Merriot, Outback Steak House, Bennigans, VIPS, Pizza Hut Pul-hyanggi(Scent of grass), Nolboo Co.,, and Our Story, and received 50 see each to hand out to their customers. Out of total 800 sets of questionnaires, 592 sets (74.25% were retrieved and underwent a Multiple Regression Analysis. We found the following results from the study. First among each variable of restaurant environment that had a significant effect on the crowding, 'pTast service' and 'responsiveness to customer complaints' sooted a regression coefficient value 0.381 and 0.325 respectively. Second, among each restaurant environment factor that had a significant effect on crowding, 'quality of facility' sooted the highest regression coefficient value 0.423 with a standard error score 0.1074, fellowed by 'status of waiting', 'overall ambience' and 'service quality' in ascending order. Third, in the analysis of the effect of each environmental factor upon the satisfaction rate, 'status of waiting' showed the highest regression coefficient value 0.3821 with a standard error score 0.4565, followed by 'cleanliness', 'service quality' and 'conveniency', in ascending order.

  • PDF

외식기업의 레스토랑 환경과 혼잡 지각에 관한 연구 (A Study on Restaurant Environment and Crowdedness in Foodservice Company)

  • 박영배;양태석
    • 한국조리학회지
    • /
    • 제12권4호
    • /
    • pp.63-79
    • /
    • 2006
  • This study was conducted to investigate the effect of restaurant environment upon customers' satisfaction and crowdedness awareness from July 4 to 30. Total 800 sets of questionnaire were distributed among major foodservice corporations including 16 restaurants from McDonald, Burger King, Popeyes, KFC, Ritz Carlton, Intercontinental, The Westin Chosun, Hilton, Merriot, Outback Steak House, Bennigans, VIPS, Pizza Hut, Pul-hyanggi(Scent of grass), Nolboo Co., and Our Story. They received 50 sets each to hand out to their customers. Out of total 800 sets of questionnaires, 592 sets (74.25%) were retrieved and underwent the Multiple Regression Analysis. We found the following results from the study. First, among each variable of restaurant environment that had a significant effect on crowdedness, "fast service" and "responsiveness to customer complaints" scored a regression coefficient value 0.381 and 0.325 respectively. Second, among each restaurant environment factor that had a significant effect on crowdedness, "quality of facilities" scored the highest regression coefficient value 0.423 with a standard error score 0.1074, followed by "condition of waiting", "overall ambience" and "service quality" in ascending order. Third, in the analysis of the effect of each environmental factor upon the satisfaction rate, "condition of waiting" showed the highest regression coefficient value 0.3821 with a standard error score 0.4565, followed by "cleanliness", "service quality" and "convenience', in ascending order.

  • PDF