• 제목/요약/키워드: regression formulas

검색결과 115건 처리시간 0.025초

20대 여성을 위한 새로운 체표면적 산출식에 관한 연구 (A Study of the New Body Surface Area Calculation for Twenties Women)

  • 임순
    • 복식문화연구
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    • 제7권2호
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    • pp.275-288
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    • 1999
  • The purpose of this is providing a simple, relatively errorless body surface area calculation. Subjects were 10 married women and 10 singles women whose age was 20 to 29 years old. The Gypsum method has applied for the sampling of body surface. The Weight method has been used to measure body surface by means of transferring gypsum shape on uniform plane polypropylene films. In this study, compare analyzed errors between the traditional formulas for measuring body surface area and measuring data in this experiment. More than all, it has been to induce a regression equation for measuring body surface area, which is so simple to calculate with less errors, with variable factors as weight and height. The results of this experiment as follows : 1. In the traditional formulas, weight formula was shown high average error : Niya\`s height formula. which was modified K value as 0.62 in the height formula (S = KH) is shown lower average error than Lassabliere\`s Height formula. 2. In the weight-height formula (S=K √WH), it was shown high average error according to the increasing of K value. Kawanami\`s formula, which 5.378 as K value, was shown low average error both the singles and the married women. 3. Dubois weight-heingt formula (S=W/sup a/·H/sub b/·K) was shown low average error than the weight, height, weight-height (S=K√WH) formula. 4. The regression equations with variable factors as weight and height are 156.74W + 86.05H - 660.25 (Single women) and 136.02W + 90.57H - 6241.32 (Married women) the average error and absolute average error to the singles are 0.09%, 0.94% and resoectively -0.13%, 1.16% for the married women.

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취급자재의 무게와 성별이 균형 능력에 미치는 영향 (An Effect of Load and Genders on Postural Stability)

  • 양병학
    • 대한안전경영과학회지
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    • 제12권3호
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    • pp.101-106
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    • 2010
  • The purposes of this paper are to investigate an effect of weight of material and gender on postural stability and to introduce formulas for those. There were five levels of weights 0, 9, 18, 27 and 36 kg, and two levels of genders were conducted. Eight male and five female subjects participated in this experiment, ten tests were performed for each level of weights to measure the postural stability by using the stability platform. The effect of the genders and the load on the postural stability were statistically analysed by the two way ANOVA test and the regression analysis. The ANOVA test showed that the effect of weights was statistically significant on postural stability to the both male and female subjects. And the postural stability of female subjects was better than that of male subjects. A linear regression formula for the balancing time and the load and a formula for the reduction rate postural stability and the relative load were introduced by the regression analysis.

The skew-t censored regression model: parameter estimation via an EM-type algorithm

  • Lachos, Victor H.;Bazan, Jorge L.;Castro, Luis M.;Park, Jiwon
    • Communications for Statistical Applications and Methods
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    • 제29권3호
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    • pp.333-351
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    • 2022
  • The skew-t distribution is an attractive family of asymmetrical heavy-tailed densities that includes the normal, skew-normal and Student's-t distributions as special cases. In this work, we propose an EM-type algorithm for computing the maximum likelihood estimates for skew-t linear regression models with censored response. In contrast with previous proposals, this algorithm uses analytical expressions at the E-step, as opposed to Monte Carlo simulations. These expressions rely on formulas for the mean and variance of a truncated skew-t distribution, and can be computed using the R library MomTrunc. The standard errors, the prediction of unobserved values of the response and the log-likelihood function are obtained as a by-product. The proposed methodology is illustrated through the analyses of simulated and a real data application on Letter-Name Fluency test in Peruvian students.

경험공식 및 다중회귀모형을 이용한 붕괴 저수지(습지) 비퇴사량 추정 (Estimation of sediment deposition rate in collapsed reservoirs(wetlands) using empirical formulas and multiple regression models)

  • 김동현;이하늘;배영혜;주홍준;김덕환;김형수
    • 한국습지학회지
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    • 제23권4호
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    • pp.287-295
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    • 2021
  • 댐 저수지(dam reservoir wetland)나 농업용 저수지 습지(irrigation reservoir wetland) 같은 시설물은 준공되고 시간이 지남에 따라 침식(erosion), 유사이송(sediment transport), 그리고 유사가 침전(sediment deposition)되어 퇴적이 발생하게 된다. 장기간 유사가 퇴적되면 홍수 및 가뭄 조절 기능에 영향을 주기 때문에 퇴적 문제는 저수지 습지의 유지 관리를 위해 매우 중요하다. 그러나 퇴사에 관한 연구는 가용 자료의 부족으로 인해 주로 경험공식에 의해 추정되어 왔다. 본 연구의 목적은 실측자료 및 경험공식과 더불어 다중회귀모형을 개발하여 비퇴사량(sediment deposition rate)을 산정하고 비교하고자 하였다. 또한, 저수지 습지의 퇴사(reservoir wetland sedimentation) 및 노후화로 인해 2020년 긴 장마에 따른 홍수피해가 발생한 64개소의 저수지 습지에 적용하여 잠재적인 붕괴 원인을 파악하고자 하였다. 대상 저수지는 실측 정보가 있는 한국의 경상남도 밀양시(Miryang city, Gyeongsangnam province)에 위치한 가곡(GaGog) 저수지 등 10개소를 선정하였다. 저수지 유효저수용량 실측자료를 이용하여 비퇴사량을 산정하였고 기존에 개발된 총 4가지 경험공식과 물리적/기후적 특성 등을 고려한 다중회귀모형을 개발하여 비퇴사량을 산정하였다. 비퇴사량 산정 결과, 본 연구에서 개발한 다중회귀모형의 오차가 0.21(m3km2/yr)부터 2.13(m3km2/yr)으로 가장 낮았다. 따라서 다중회귀모형에 의해 추정한 비퇴사량을 토대로 저수지 습지의 유효저수용량에 대한 변화를 분석하였는데 유효저수용량이 0.21(%)부터 16.56(%)까지 감소한 것으로 파악되었다. 또한, 월류 피해가 발생한 저수지 습지의 비퇴사량은 파이핑 피해 등이 발생한 저수지의 비퇴사량 보다 상대적으로 높았다. 즉, 저수지 바닥에 비퇴사량이 축적되면 허용할 수 있는 유효저수용량이 부족해지고, 저수지의 홍수 및 가뭄 조절 능력이 감소되어 호우로 인한 저수지 붕괴 피해가 발생할 수 있다는 것이다.

교량세굴심 산정을 위한 만곡부하천에서의 산정식 적용성 평가 (Applicability Evaluation on the Analytical Formulas of the Scour Depth Estimation in the Bight River)

  • 박수진;박제완
    • 한국산학기술학회논문지
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    • 제13권10호
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    • pp.4845-4852
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    • 2012
  • 본 논문은 교각의 세굴심 산정공식과 교대의 세굴심 산정공식을 적용하여 하천의 홍수량 및 만곡의 유 출입 각 변화에 따른 교량의 세굴심을 산정하고 이를 비교 검토하여 세굴심 산정식의 적용성을 평가하였다. 전체적으로 홍수량 및 유 출입 각이 증가할수록 만곡부의 세굴심 편차가 증가하였으며, 특히 유 출입 각 $105^{\circ}$에서 58%의 편차를 보여 이 지형에서의 교량계획시 신중한 검토가 필요할 것으로 판단된다. 다음으로 만곡부 산정공식별 만곡부의 세굴심 편차를 산정한 결과, 교각의 경우 Andru식이 58%를 Laursen식이 26%의 편차율을 보였으며, 다음으로 CSU. 식이 17%의 편차율을 보였다. 교대는 Froehlich 공식이 44%의 편차율을 보이고 있어 위 식의 세굴심 산정식 적용시 만곡부의 수리특성을 고려한 세굴심 산정이 필요한 것을 알 수 있다. 끝으로 세굴심의 편차를 크게 보인 유 출입 각 $45^{\circ}{\sim}135^{\circ}$에 대하여 홍수량에 따른 세굴심의 편차율을 회귀분석 하여 회귀식을 제안하였다.

Prediction of compressive strength of concrete using multiple regression model

  • Chore, H.S.;Shelke, N.L.
    • Structural Engineering and Mechanics
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    • 제45권6호
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    • pp.837-851
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    • 2013
  • In construction industry, strength is a primary criterion in selecting a concrete for a particular application. The concrete used for construction gains strength over a long period of time after pouring the concrete. The characteristic strength of concrete is defined as the compressive strength of a sample that has been aged for 28 days. Neither waiting for 28 days for such a test would serve the rapidity of construction, nor would neglecting it serve the quality control process on concrete in large construction sites. Therefore, rapid and reliable prediction of the strength of concrete would be of great significance. On this backdrop, the method is proposed to establish a predictive relationship between properties and proportions of ingredients of concrete, compaction factor, weight of concrete cubes and strength of concrete whereby the strength of concrete can be predicted at early age. Multiple regression analysis was carried out for predicting the compressive strength of concrete containing Portland Pozolana cement using statistical analysis for the concrete data obtained from the experimental work done in this study. The multiple linear regression models yielded fairly good correlation coefficient for the prediction of compressive strength for 7, 28 and 40 days curing. The results indicate that the proposed regression models are effectively capable of evaluating the compressive strength of the concrete containing Portaland Pozolana Cement. The derived formulas are very simple, straightforward and provide an effective analysis tool accessible to practicing engineers.

PC 단순보의 강재영향을 고려한 장기처짐해석 (Long-term Deflection Analysis of Simply Supported PC Beams Considering Steel Effects)

  • 이대우;박영식;이재훈;신영식
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1995년도 봄 학술발표회 논문집
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    • pp.245-250
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    • 1995
  • Steel effects on creep deformation of prestressed concrete structues are investigated by a parametric study. Prestressed steel ratio, Prestressed steel distribution, initial flexural stress gradient, and modular ratio are selected as parameters. Sectional analysis for the beam section of parameter combination is performed to find curvatrue change due to creep. Based on the investigation, long-term curvature formulas from regression analysis are proposed. Application of the furmulas to simply supported prostressed concrete beam shows the effect of steel on deflection.

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다변량 분석법을 이용한 소양강댐 상류 유역의 하천 수질 평가 (Evaluation of Water Quality on the Upstreams of the Soyanggang Dam by using Multivariate Analysis)

  • 최한규;백효선;허준영
    • 산업기술연구
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    • 제22권A호
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    • pp.201-210
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    • 2002
  • The object of this study is to evaluate the factors affecting the water quality and to propose the influence of dominant factor quantitatively. The correlation analysis was performed to know the correlationship among the water quality items As a result of partial correlation analysis, it was shown that the water quality items are affected by the rainfall item directly. The factor analysis was performed to grasp some number of factors on each point for deducing the items of similar variable characteristics. The four points were divided into different factor groups. It was grasped that $NH_3-N$ and $NO_3-N$ Items have different variable characteristics after comparing the items. The Multiple regression analysis can decrease the number of observation. In the deduced multiple regression formula, it was shown that the rate of T-N, $NH_3-N$ and $NO_3-N$ in the independent variable took about 60% among all the regression formulas.

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낙동강 오염총량관리 단위유역 유달율 경험공식 (Empirical Equation for Pollutant Loads Delivery Ratio in Nakdong River TMDL Unit Watersheds)

  • 김문성;신현석;박주현;김상단
    • 한국물환경학회지
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    • 제25권4호
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    • pp.580-588
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    • 2009
  • In this study daily flow rates and delivered pollutant loads of Nakdong river basin are simulated with modified TANK model and minimum variance unbiased estimator. Based on the simulation results, flow duration curves, load duration curves, and delivery ratio duration curves have been established. Then GIS analysis is performed to obtain several hydrological geomorphic characteristics such as watershed area, stream length, watershed slope and runoff curve number. Finally, multiple regression analysis is carried out to estimate empirical equations for pollutants delivery ratio. The results show that there is positive relation between the flow rates and delivery ratios, and the proposed empirical formulas for delivery ratio can predict well river pollutant loads.

상부벽식-하부골조를 가진 복합구조물의고유주기 산정에 관한 연구 (A Study on the Natural Period Estimation for the Buildings of Upper Wall and Lower Frame Type)

  • 박기수
    • 한국지진공학회:학술대회논문집
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    • 한국지진공학회 1999년도 추계 학술발표회 논문집 Proceedings of EESK Conference-Fall
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    • pp.170-177
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    • 1999
  • The natural period calculation equations specified in the current building code are empirical formulas that depend on height and material type of the structure. Building with the upper wall and lower frame type is a unique structure which composed of two different structural system This type of structure needs either the deep transfer girder or the thick transfer plate that brings the sudden change of stiffness and mass. Therefore the natural period equations recommended by the current code can not be applied directly. In this study the natural period of building with typical plan obtained by dynamci analysis is compared with that of various codes. Ad approximate estimation equation for the natural period of building with the upper wall and lower frame type obtained by regression analysis is recommended. by the current code can not be applied directly. In this study the natural period of building with typical plan obtained by dynamic analysis is compared with that of various codes, And approximate estimation equation for the natural period of building with the upper wall and lower frame type obtained by regression analysis is recommended.

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