• Title/Summary/Keyword: 회귀모형식

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Study on the Basic Design Method of Submerged Breakwater Composed of Double-Layer Permeable Blocks (투수성 블록 2층적으로 구성된 잠제의 기본설계법 연구)

  • Lee, Dal Soo;Oh, Sang-Ho;Park, Yi-Dong;Jeong, Weon-Mu
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.25 no.3
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    • pp.172-180
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    • 2013
  • The focus of this study is to provide a method for determining the dimension of a submerged breakwater satisfying the target transmission performance or predicting the transmission coefficient of a given structure. This method was developed based on data analysis of the physical experiment that was carried out by using the submerged breakwater composed of double-layer permeable blocks. Two different armor blocks of Tetrapod and Triangular Pyramid Block were used in the experiment. The parameter $K_Th_b/h$ was introduced in the analysis of the measurement data. By using the linear regression line deduced from the analysis of the experimental data, it was possible to readily predict the wave transmission coefficient irrespective different water depths at the crest of the submerged breakwater, under the condition of significant decrease in transmitted wave height due to the submerged breakwater. This method can be effectively utilized for estimating the necessary number of blocks used for the submerged breakwater as well as comparing the transmission characteristics of the submerged breakwater according to use of different armor blocks.

A Study on the Relationship Between Road Design, Operating and Posted Speeds (도로 설계속도, 주행속도, 제한속도의 관계 분석 연구)

  • Kim, Yong-Seok;Cho, Won-Bum
    • Journal of Korean Society of Transportation
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    • v.23 no.7 s.85
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    • pp.35-42
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    • 2005
  • Few studies have been carried out to find out the interaction of design speeds, operating speeds, and posted speeds though they have a complementary relationships. As an attempt to find the relationships, this study measured the speeds of the free flowing vehicles at four lane rural highways. In comparison of 95th percentile speeds and inferred design speeds determined from the road design manual with the geometric features of each sites, operating speeds were constantly higher than the inferred design speeds at the sites where the inferred design speed is under 110km/h. and the reverse situation was observed at the sites where the inferred design speed is over 130km/h. In the comparison of operating speeds and posted speeds. the range of the 85th percentile speeds at the sites where posted speeds is 80km/h was distributed from 95km/h to 110km/h. and the range was distributed from the 105km/h to the 120km/h at the sites where posted speeds is 90km/h. Multiple regression analysis was used to develop prediction equations for mean. 85th. and 95th percentile speeds at approach and curve midpoint locations. At the midpoint, only posted speeds influenced the mean, 85th. At the approach locations, the mean, 85th, 95th percentile speeds were influenced by posted speeds and length of the approach tangent.

Genetic Parameter Estimation on the Growth and Carcass Traits in Hanwoo(Korean Cattle) (한우의 성장 및 도체형질에 대한 유전모수 추정)

  • ;;Salces, Agapita J
    • Journal of Animal Science and Technology
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    • v.48 no.6
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    • pp.759-766
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    • 2006
  • This study was conducted to investigate the genetic correlations among the traits used to select young bulls and proven bulls in Hanwoo Performance and Progeny Test Program in Korea. For the estimation of heritabilities and correlations among the growth traits of bulls and carcass traits of progeny steers, 2,532 records of performance tested bull calves and 1,819 records of progeny tested steers were collected from Livestock Improvement Main Center (LIMC), National Agricultural Cooperative Federation (NACF). Fixed effects of mixed model for each traits were selected by using stepwise regression analysis and prior values of variance components were estimated by MTDFREML. The prior values of variance components were estimated with pairwise 2 traits model followed by single trait analysis. The estimated heritability of backfat thickness(BF), dressing percentage(DP), loin-eye muscle area(LMA), marbling score(MS) and weight at 12 months(WT12) was 0.51, 0.32, 0.27, 0.33, 0.50 and 0.26, respectively. Genetic correlation of WT12 of bull calves with backfat thickness, carcass weight and loin-eye muscle area of steers was positive correlation as 0.05, 0.35 and 0.21, respectively. However genetic correlation of WT12 with DP and MS showed negative correlation as 󰠏0.09 and 󰠏0.27, respectively and these negative genetic correlations implies that bulls that may be superior in carcass traits can be lost at the first step of selection and current selection method should be modified to solve this problem.

Exploratory Study of a Revitalization Policy for High School Students' Volunteer Activities with Application of theory of Planned Behavior (고등학생의 자원봉사활동 활성화 정책을 위한 탐색적 연구 -계획된행동이론을 중심으로-)

  • Ko, Eun-Kyo
    • The Journal of the Korea Contents Association
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    • v.12 no.12
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    • pp.223-236
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    • 2012
  • This study's objective is to identify the factors that effect high school students' volunteer activities and suggest the political implications for the actual fulfillment of volunteer activities. We verified the relationships and effects on all factors based on the theory of planned behavior which is applied in explaining various human behavior. 220 high school student subjects for this study were randomly selected and filled out self-administered questionnaires. A total of 216 responses were used for analysis. Data analysis was done by obtaining reliability and validity after frequency analysis using SPSS 12.0 for Windows and AMOS 4.0 as well as evaluating the suitability of the study model. Regression analysis was carried out for hypothesis testing. The study results showed that firstly, all hypotheses based on the theory of planned behavior were supported re-confirming the usefulness of the theory in the field of various behavioral research for social welfare. Secondly, among all factors, perceived behavioral control showed to be the most influential in fulfilling active volunteer activities of high school students. Based on the results of our study, we proposed that research in the social welfare academia, practical endeavors in the educational field, and also political support system is necessary.

Effect of Gap between Expected Job and Performed Job on Turnover Intention and Job Satisfaction in Clinical Dental Hygienists (치과위생사의 기대업무와 수행업무 격차가 이직의도와 직무만족도에 미치는 영향)

  • Choi, Ha-Na;Bae, Hyun-Sook;Cho, Young-Sik
    • Journal of dental hygiene science
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    • v.11 no.5
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    • pp.463-469
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    • 2011
  • The purpose of this study was to investigate effect of gap between expected job and performed job on job satisfaction and turnover intention in clinical dental hygienists. A total 292 hygienist in dental hospitals and dental offices in nationwide completed a questionnaire on their daily routine job and job which they expected and measured gap between expected job and performed job, such as chairside assisting, preventive care, consultation, reception. The study showed the gap on chairside assisting job among age, career and showed the gap on consultation among age, education, career and showed the gap on reception among age, career. gap on chairside assisting, salary satisfaction, personal day affected job satisfaction and gap on chairside assisting, children, salary satisfaction affected turnover intention. The study showed that salary satisfaction and gap on chairside assisting associated with turnover intention and job satisfaction. Personal day affected job satisfaction but did not affect turnover intention.

A Study on the Effect Franchise Restaurant Selection Motives on Visiting Intention - Focusing on the Moderator Effects of Consumer Attitude - (프랜차이즈 레스토랑 선택속성이 방문의도에 미치는 영향에 관한 연구 - 소비자 태도를 조절변수로 -)

  • Jin, Yang Ho;Kwon, Hyeok Sung
    • Culinary science and hospitality research
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    • v.22 no.5
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    • pp.52-63
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    • 2016
  • This research was conducted about four weeks from April 1, 2016 until April 30. Data collection for customers who visit the restaurant franchise in Seoul. Results shown that choose a restaurant franchise result sync conducted a regression analysis to analyze the impact on consumers' purchase intention. Kindness was the influence of B=0.597 (p<.001), is a unique B=0.210 (p<.001), cleanliness is B=0.230 (p<.001) significant information on the degree of consumer purchases (+). Second, choose a restaurant franchise motivation verify the moderating effect of consumer attitudes between the purchase intention of consumers eating out analysis. In the first stage determining factor model to 0.630, F=128.612 (p<0.01) emerged as significant. In the second stage of the explanatory models increased by the addition of an additional 6.1% of consumer attitudes consumer attitudes to F=58.656 (p<0.01) for it came out significantly. In Step 3 of Select synchronization options* and the increase in explanatory power due to the additional input of consumer attitudes 0.6%, so for F=1.585 (p<0.01) emerged as a significant moderating effect.

A Study on the Long-Run Equilibrium Between KOSPI 200 Index Spot Market and Futures Market (분수공적분을 이용한 KOSPI200지수의 현.선물 장기균형관계검정)

  • Kim, Tae-Hyuk;Lim, Soon-Young;Park, Kap-Je
    • The Korean Journal of Financial Management
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    • v.25 no.3
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    • pp.111-130
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    • 2008
  • This paper compares long term equilibrium relation of KOSPI 200 which is underling stock and its futures by using general method fractional cointegration instead of existing integer cointegration. Existence of integer cointegration between two price time series gives much wider information about long term equilibrium relation. These details grasp long term equilibrium relation of two price time series as well as reverting velocity to equilibrium by observing difference coefficient of error term when it renounces from equilibrium relation. The result of this study reveals existence of long term equilibrium relation between KOSPI200 and futures which follow fractional cointegration. Difference coefficient, d, of 'two price time series error term' satisfies 0 < d < 1/2 beside bandwidth parameter, m(173). It means two price time series follow stationary long memory process. This also means impulse effects to balance price of two price time series decrease gently within hyperbolic rate decay. It indicates reverting speed of error term is very low when it bolts from equilibrium. It implies to market maker, who is willing to make excess return with arbitrage trading and hedging risk using underling stock, how invest strategy should be changed. It also insinuates that information transition between KOSPI 200 Index market and futures market does not working efficiently.

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Analysis of Future Land Use and Climate Change Impact on Stream Discharge (미래토지이용 및 기후변화에 따른 하천유역의 유출특성 분석)

  • Ahn, So Ra;Lee, Yong Jun;Park, Geun Ae;Kim, Seong Joon
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.2B
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    • pp.215-224
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    • 2008
  • The effect of streamflow considering future land use change and vegetation index information by climate change scenario was assessed using SLURP (Semi-distributed Land-Use Runoff Process) model. The model was calibrated and verified using 4 years (1999-2002) daily observed streamflow data for the upstream watershed ($260.4km^2$) of Gyeongan water level gauging station. By applying CA-Markov technique, the future land uses (2030, 2060, 2090) were predicted after test the comparison of 2004 Landsat land use and 2004 CA-Markov land use by 1996 and 2000 land use data. The future land use showed a tendency that the forest and paddy decreased while urban, grassland and bareground increased. The future vegetation indices (2030, 2060, 2090) were estimated by the equation of linear regression between monthly NDVI of NOAA AVHRR images and monthly mean temperature of 5 years (1998-2002). Using CCCma CGCM2 simulation result based on SRES A2 and B2 scenario (2030s, 2060s, 2090s) of IPCC and data were downscaled by Stochastic Spatio-Temporal Random Cascade Model (SST-RCM) technique, the model showed that the future runoff ratio was predicted from 13% to 34% while the runoff ratio of 1999-2002 was 59%. On the other hand, the impact on runoff ratio by land use change showed about 0.1% to 1% increase.

A Study for the Applicable Bearing-Resistance of Bearing Anchor in the Enlarged-Borehole (지압형 앵커의 지압력 산정에 관한 실험적 연구)

  • Min, Kyoung-Nam;Lee, Jae-Won;Lee, Jung-Gwan;Jung, Chan-Muk
    • The Journal of Engineering Geology
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    • v.24 no.2
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    • pp.261-271
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    • 2014
  • An almost permanent anchor (friction type) is resistant to ground deformation due to the friction between the soil and grout at a fixed length from the anchor body. The purpose of this study is to calculate the force of bearing resistance for a bearing anchor in enlarged boreholes. We conducted analytical and numerical analyses, along with laboratory testing, to find the quantities of bearing resistance prior to grouting in EBA (Enlarged Bearing Anchor) construction. The force of bearing resistance from the analytical method was defined as a function of general borehole diameter, expanded borehole diameter, and soil unconfined compressive strength. We also employed the Flac 3D finite difference numerical modeling code to analyze the bearing resistance of the soil conditions. We then created a laboratory experimental model to measure bearing resistance and carried out a pull-out test. The results of these three analyses are presented here, and a regression analysis was performed between bearing resistance and uniaxial compression strength. The laboratory results yield the strongest bearing resistance, with reinforcement 28.5 times greater than the uniaxial compression strength; the analytical and numerical analyses yielded values of 13.3 and 9.9, respectively. This results means that bearing resistance of laboratory test appears to be affected by skin friction resistance. To improve the reliability of these results, a comparison field study is needed to verify which results (analytical, numerical, or laboratory) best represent field observations.

Comparison of Soil Extractants for Estimation of Cadmium, Zinc and Lead in Brown Rice Collected from Paddy Soils near Old Zinc-Mining Sites II. A prediction Model for Cadmium, Zinc and Lead Contents in Brown Rice Based on Some Chemical Properties of Soils (현미중(玄米中) 중금속(重金屬) 함량예측(含量豫測)을 위한 토양침출액(土壤浸出液)의 비교(比較) II. 토양분석(土壤分析)에 의(依)한 현미중(玄米中) 중금속(重金屬) 함량(含量) 예측(豫測))

  • Yoo, Sun-Ho;Park, Moo-Eon
    • Korean Journal of Environmental Agriculture
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    • v.4 no.1
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    • pp.31-36
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    • 1985
  • In order to choose a suitable soil extractant for the prediction model of heavy metal content in brown rice, four extractants-0.1 M HCl, 0.1 M $HNO_3$, 0.1 M $NH_4$-oxalate and 0.001 M 2Na-EDTA, were compared by analyzing 84 soil and 45 brown rice samples collected from paddy fields adj-acent to five old zinc-mining sites. Content of cadmium and zinc in brown rice had the highest correlation coefficient to 0.001 M 2Na-EDTA and 0.1 M HCl extractants, respectively. However, the lead content in brown rice was significantly correlated with only 0.1 M $NH_4$oxalate solution. For the simultaneous prediction of zinc, cadmium and lead in brown rice, 0.1 M $NH_4$-oxalate solution was the most effective. On the multiple analysis by using various chemical characteristics of soils, pH and calcium content of soils were effective variables for the estimation of cadmium content in brown rice, while CEC and magnesium content were more effective for the estimation of zinc content in brown rice. Furthermore, for the estimation of lead content in brown rice, factors such as pH, CEC, calcium, magnesium, potassium and organic matter content were important variables in the multiple regression equation.

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