• Title/Summary/Keyword: statistical verification

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Development of Runoff Hydrograph Model for the Derivation of Optimal Design Flood of Agricultural Hydraulic Structures(1) (농업수리구조물의 적정설계홍수량 유도를 위한 유출수문곡선모형의 개발(I))

  • 이순혁;박명근;맹승진
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.37 no.3_4
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    • pp.34-47
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    • 1995
  • It is experienced fact as a regular annual event that the structure to he designed on unreasonable flood for the agricultural structures including reservoirs have been brought not only loss of lives, but also enormous property damage. For the solution of this problem at issue, this study was conducted to develop an optimal runoff hydrograph model by comparison of the peak flows and time to peak between observed and simulated flows derived by linear time-invariant and linear time-variant models under the condition of having a short duration of heavy rainfall with uniform rainfall intensity at nine small watersheds which are within the range of 55.9 to 140.7 square kilometers in area in Han, Geum, Nagdong and Yeongsan Rivers. The results obtained through this study can be summarized as follows. 1. Storage constants and Gamma function arguments were calculated within the range of 1.2 to 6.42 and of 1.28 to 8.05 respectively by the moment method as the parameters for the analysis of runoff hydrograph based on linear time-invariant model. 2. Parameters for both linear time-invariant and linear time-variant models were calibrated with nine gaged watershed data, using a trial and error method. The resulting parameters including Gamma function argument, N and storage constant, K for linear time-invariant model were related statistically to watershed characteristic variables such as area, slope, length of main stream and the centroid length of the basin. 3. Average relative errors of the simulated peak discharge of calibrated runoff hydrographs by using linear time-variant and linear time-invariant models were shown to be 0.75 and 5.42 percent respectively to the peak of observed runoff hydrographs. Correlation coefficients for the statistical analysis in the same condition were shown to be 0.999 and 0.978 with a high significance respectively. Therefore, it can be concluded that the accuracy of a linear time-variant model is approaching more closely to the observed runoff hydrograph than that of a linear time-invariant model in the applied watersheds. 4. Average relative errors of the time to peak of calibrated runoff hydrographs by using linear time-variant and linear time-invariant models were shown to be 16.44 and 19.89 percent respectively to the time to peak of observed runoff hydrographs. Correlation coefficients in the same condition were also shown to be 0.999 and 0.886 with a high significance respectively. 5. It can be seen that the shape of simulated hydrograph based on a linear time- variant model is getting closer to the observed runoff hydrograph than that of a linear time-invariant model in the applied watersheds. 6. Two different models were verified with different rainfall-runoff events from data for the calibration by relative error and correlation analysis. Consequently, it can be generally concluded that verification results for the peak discharge and time to peak of simulated runoff hydrographs were in good agreement with those of calibrated runoff hydrographs.

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A Study on the Influences of the Elderly Contact Experience and Aging Knowledge on the Elderly Discrimination Recognition Using the Empathy Ability (대학생의 노인접촉경험과 노화지식이 공감능력을 매개변수로 노인차별인식에 미치는 영향관계에 관한 연구)

  • Yang, Jeoung-Nam;Choi, Eun-Jeung;Kim, Hwa-Sun
    • Journal of Digital Convergence
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    • v.18 no.1
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    • pp.59-71
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    • 2020
  • The purpose of this study was to examine the mediating effects of empathy in relation to contact experience of the elderly and their knowledge level of ageing. For this study data was collected from 20th Dec. to 30th of Dec. 2018 355 university students from D university in J. province were surveyed. Data was analysis by using reliability test, correlation analysis, hierarchical multiful regression analysis. The statistical significance of the mediating effects was confirmed by Sobel's verification. The results of the analysis showed that the partial mediation effect of empathy was verified with regard to the relationship between elderly contact experience and discrimination of elderly people. In addition, the partial mediation effect of empathy was verified between level of aging knowledge and the perception of elderly discrimination. The results of this study confirmed the necessity of developing practical education and training programs to improve the level of aging knowledge and to increase contact experience with elderly people. There is also a need to enhance empathy in order to improve the awareness of discrimination against elderly people in health and welfare departments among university students.

Evaluation of the Accuracy of IMERG at Multiple Temporal Scales (시간 해상도 변화에 따른 IMERG 정확도 평가)

  • KIM, Joo-Hun;CHOI, Yun-Seok;KIM, Kyung-Tak
    • Journal of the Korean Association of Geographic Information Studies
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    • v.20 no.4
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    • pp.102-114
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    • 2017
  • The purpose of this study was the assessment of the accuracy of Global Precipitation Measurement (GPM) Integrated Multi-Satellite Retrievals for GPM (IMERG), a rainfall data source derived from satellite images, for evaluation of its applicability to use in ungauged or inaccessible areas. The study area was the overall area of the Korean peninsula divided into six regions. Automated Surface Observing System (ASOS) rainfall data from the Korean Meteorological Administration and IMERG satellite rainfall were used. Their average correlation coefficient was 0.46 for a 1-h temporal resolution, and it increased to 0.69 for a 24-h temporal resolution. The IMERG data quantitatively estimated less than the rainfall totals from ground gauges, and the bias decreased as the temporal resolution was decreased. The correlation coefficients of the two rainfall events, which had relatively greater rainfall amounts, were 0.68 and 0.69 for a 1-h temporal resolution. Additionally, the spatial distributions of the ASOS and IMERG data were similar to each other. The study results showed that the IMERG data were very useful in the assessment of the hydro-meteorological characteristics of ungauged or inaccessible areas. In a future study, verification of the accuracy of satellite-derived rainfall data will be performed by expanding the analysis periods and applying various statistical techniques.

Verification of Market's Efficiency and CAPM using Capitalization Rate at Commercial Real Estate Market in Seoul (서울의 상업용 부동산 시장에서 자본환원율을 이용한 시장 효율성과 CAPM의 검증)

  • Park, Jongkwon;Lee, Jaesu;Jun, Jaebum
    • Korean Journal of Construction Engineering and Management
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    • v.18 no.1
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    • pp.90-99
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    • 2017
  • This paper is to understand the impact of systematic risk on capitalization rate at office building market and retail real estate market in Seoul and to see if CAPM(Capital Asset Pricing Model) is applicable. For this, this paper considers eight different office building and retail real estate markets in Seoul city area, called GBD, YBD, CBD, and Other Business District, and GBD, SBD, CBD, and Other Business District, to find out if there is any positive-linearity between systematic risk and capitalization rate for each business district not. Then, this paper tries to verify applicability of CAPM to four office building markets and four retail real estate markets with Black, Jensen, and Scholes(1972)'s statistical methodology. At last, the result shows that there is positive linearity between systematic risk and capitalization rate only GBD except Others(YBD, CBD, and other business district) in office building market. In addtion, SBD and CBD, they could be figured out that it is not efficient market because increasing systematic risk declines capitalization rate in retail real estate market. However, CAPM is not applicable in all office building(GBD, YBD, CBD, and other business district) and retail real estate markets(GBD, SBD, CBD, and other business district) in Seoul.

Effect of Complex-exercise on Diabetes Outbreak Prediction Rate, Body Composition and Vascular Compliance in Obese smokers (비만흡연자의 복합운동이 당뇨발생예측률 및 신체조성, 혈관탄성에 미치는 영향)

  • Kim, Seung-Suk
    • Journal of Digital Convergence
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    • v.12 no.10
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    • pp.587-595
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    • 2014
  • This research aimed at analyzing the influence of complex-exercise on diabetes outbreak prediction rate, body composition and vascular compliance in obese smokers and suggesting effective exercise program for obese smokers' healthy life. The research object was composed of the 20 employees, obese smokers in their age of 40s, of T company, which is the subcontractor of H company in D Metropolitan City, who learned the purpose of this research enough and wrote the consent form of voluntary participation, who have no medical history and currently no special disease, as well as no experience in regular exercise. The researcher conducted an inspection on diabetes outbreak prediction rate and body composition, vascular compliance, also, implemented descriptive statistics to calculate the average and standard deviation before the test and after implementing 12 weeks' complex-exercise program, and verification on the difference between before after the test was analyzed by using Paired t-test. With statistical significance level p<.05, the research results are as follows. after participating in 12 weeks' complex-exercise program, diabetes outbreak prediction rate, weight, body fat percentage, skeletal muscle mass, abdominal fat rate and vascular compliance showed statistically meaningful level of change in upper extremities(right hand, left hand), nether extremities(right foot, left foot) p.<05.

Three-Car following model parameter estimation and vehicle tinting impact analysis using time-space GPS data (시공간 GPS자료를 활용한 연속차량 3대의 차량추종모형 파라메터 추정과 차량틴팅의 영향분석)

  • Kim, Hye-Won;Lee, Chung-Won
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.10 no.6
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    • pp.15-23
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    • 2011
  • Driving directly in front of the driver of a vehicle driving in front of the vehicle and it is commonly known is affected. Responding to the car in front of the driver and the vehicle in front, and these follow the model is known as Three-Car-Following Model. Platoon vehicles to follow behind the driver's visibility is affected by the a tinted vehicle, and Parameters of the model is estimated to be affected also. In this study, in Three-Car-Followng Model parameters were estimated. and the parameter values differ about whether and how analysis was performed by the level of Visible Light Transmission Percentage. RTK GPS receiving data through field experiment analyzed based on sensitivity of three car by Visible Light Transmission Percentage and ${\gamma}$. And With statistical verification of driving directly in front of the driver in front of the vehicle and that the moving vehicle is influenced also confirmed. Also Visible Light Transmission Percentage is lowered, the vehicle in front of the driver's behavior showed sensitive reactions. In the further need to research for influence analysis of traffic flow capacity by the level of VLT.

Development and Application of Traffic Accident Forecasting Model for Signalized Intersections (Four-Legged Signalized Intersections In Kwang-Ju) (신호교차로 교통사고 예측모형의 개발 및 적용 (광주광역시 4-지 신호교차로를 중심으로))

  • 하태준;강정규;박제진
    • Journal of Korean Society of Transportation
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    • v.19 no.6
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    • pp.207-218
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    • 2001
  • As a city and industries are developed rapidly, a traffic accident and congestion take places on the road link become serious and it can be a large problem of the society in the future. Especially, most of the traffic accidents on the signalized intersection are caused by the human factor, vehicle and environmental factor mutually. The relation of the traffic accident and volume is acting on the outbreak of the traffic accident and the mistake of driver altogether as a major cause. The purpose of this paper is to develop a model for the forecasting of the traffic accident and to use research data gained to predict many traffic accidents. The data of this study were used with real one of the 73 areas of the four-legged signalized intersection in Kwang-ju city from 1996 to 1998 for three years to develop a model for the forecasting of the traffic accident. The statistical methods used in this paper are the principal component, regression and correlation analysis. We studied accident models to find out useful data from the statistics method and applied the data to the different area of the Choun-La province for the verification of the model. So, the result of this paper showed a reasonable model for the forecasting or the traffic accident and possibility of the model for simulating on real case. Finally, This study would be made of a study continually for the safe design and plan for the four-legged signalized intersection.

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Effects of Married Employees' Family-Friendly Culture on Family Strength: A Focus on the Mediating Effect of Work-Life Balance (기혼직장인의 가족친화적 조직문화가 가족건강성에 미치는 영향: 일과 삶의 균형의 매개효과를 중심으로)

  • Kim, Jung-Hee
    • Journal of Family Resource Management and Policy Review
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    • v.25 no.2
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    • pp.79-93
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    • 2021
  • This study explored how the family-friendly culture of married employees is related to family strength and verified the mediating effects of work-life balance in such a relationship. The study included 213 married employees aged from their 20s to their 60s. Statistical analysis was performed using SPSS 18.0, and the Baron and Kenny (1986) method was used to perform descriptive statistics, difference verification, regression analysis, and mediation analysis. The results of the analysis were as follows. First, the differences between the general characteristics of married employees and family strength were analyzed. Among the general characteristics, married employees in their 60s were found to have a higher level of family strength compared with other married employees in their 40s-50s and 20s-30s. Furthermore, married employees with higher education (higher than college or graduate school education), with supporters, with a household income of more than 6.01 million KRW, and with positions higher than middle management were found to have higher levels of family strength compared with their counterparts in each case. Second, hierarchical regression was performed to analyze the factors affecting family strength; the younger the age, the higher the level of family-friendly culture and work-life balance, and the higher the level of family strength of married employees. Third, according to Baron and Kenny's(1986) mediation analysis, the balance between work and life had a partial mediating effect on the relationship between a family-friendly culture and family strength. Therefore, a family-friendly culture and work-life balance were verified to be important factors that can serve as alternatives for improving the family strength of married employees.

A Study on comparing competency of college students and construction company workers (건축전공 대학생과 건설회사 노동자의 역량 비교 분석)

  • Hwang, Tae-hong
    • Industry Promotion Research
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    • v.6 no.4
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    • pp.31-38
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    • 2021
  • This study analyzed the non-cognitive domains (self-management competency, interpersonal relations competency) and cognitive domains (physical communication competency, comprehensive reasoning ability) among K-CESA for college students in the Division of Architecture at 𐩒𐩒 University and construction company workers, after which a training program for college students was designed. A K-CESA diagnostic evaluation was conducted on 25 construction company workers and 36 students in the senior and junior years of the division of Architecture. To identify the discrepancies among the two groups, "One-way ANOVA", a mean difference test, was performed and the Scheffe verification system was conducted as an after-measure. The empirical analysis of this study was verified at the significance level p <.05, and statistical processing was analyzed utilizing the SPSS WIN. 23.0 program. The major findings are as follows: first, the significant point of difference between the college students and construction company workers were located in five skills (goal-oriented planning and execution skills, cooperative skills, intervention skills, leadership skills, speaking skills, analytical reasoning skills); second, the education program was developed to improve the goal-oriented planning, execution ability and analytical reasoning ability through the expert-required analysis and study research. Through follow-up studies, I suggested that there is a need to develop courses that compare the competencies of various majors and workers in public institutions, corporations and other organizations.

Correlation Analysis of between Patient and Equipment Factors and Radiation Dose in Chest Low Dose and Abdominal Non-contrast CT (흉부 저선량 및 복부 비조영 CT 검사에서 환자 및 장비 인자와 선량과의 상관관계 분석)

  • Shim, Jina;Lee, Youngjin
    • Journal of the Korean Society of Radiology
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    • v.15 no.2
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    • pp.117-123
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    • 2021
  • This paper is to establish a basis for a dose reduction strategy by confirming correlations with the factors that may affect the radiation dose based on the dose records in low-dose chest CT and abdominal non-contrast CT. In order to find out the causes of unnecessary exposure, the correlation between seven factors (age, gender, height, weight, BMI, patient status [inpatient and outpatient], and use of dose modulation) and CT dose were identified. Logistic regression was used as the statistical analysis for correlation verification. In the low dose chest CT, as the higher values of height and BMI and dose modulation off were associated with lowering the risk exceeding Diagnostic Reference Levels(DRL) (odds ration<1, p<0.05). However, as woman compared to man and the higher values of weight were associated with highering the risk exceeding DRL (odds ration>1, p<0.05). In the abdomen CT, as dose modulation off were associated with lowering the risk exceeding DRL (odds ration<1, p<0.05). Therefore It is necessary to conduct research on the relationship between various factors affecting radiation exposure and patient radiation dose for reducing the dose.