• Title/Summary/Keyword: R-square

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Effects of Carcass Traits on Auction Price in Hanwoo (한우의 경락가격에 대한 요인별 기여도 분석)

  • Sun, Du-Won;Kim, Byeong-Woo;Park, Jae-Chan;Lee, Jung-Gyu
    • Journal of Animal Science and Technology
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    • v.54 no.2
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    • pp.77-82
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    • 2012
  • The aim of this study was to estimate the effect of sex, slaughtered season and year on carcass traits, and the contribution of carcass traits to auction and total prices. The data used in this study were the carcass grade of Hanwoo (4,231 heads) slaughtered from 2008 to 2010. Carcass traits were affected significantly (p<0.01) by sex, slaughtered season and year. The R-Square of auction prices, analyzed the contribution of causes using the squared semi-partial correlation, was 0.55. The contributions of auction prices of backfat thickness, eye muscle area, carcass weight and marbling score were 2.66, 0.32, 3.48 and 93.54%, respectively. The R-Square of total price was 0.82, and the contributions of marbling score and carcass weight were 46.25% and 52.38%.

The Influence of Professionalism to Job Satisfaction and Job Performance of the Physical Therapist

  • Heo, Jae Won
    • The Journal of Korean Physical Therapy
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    • v.27 no.4
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    • pp.201-206
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    • 2015
  • Purpose: This study was conducted in order to understand the influence of professionalism on job satisfaction and job performance of the physical therapist. Methods: Subjects were 148 physical therapists. We conducted a questionnaire survey on professionalism, job satisfaction, and job performance. Professionalism questions were 'Compliance of professional organization', 'Beliefs about public service', 'Autonomy', 'Beliefs about self-regulation', and 'Vocation awareness of the profession'. A regression analysis was then performed. Results: The subjects' average score for professionalism was $3.18{\pm}0.31$ points. The lowest score for satisfaction was observed for 'Compliance of professional organization'. Professionalism had an effect on job satisfaction. 'Vocation awareness of the profession (${\beta}=0.44$, p<0.001)', 'Beliefs about public service (${\beta}=0.25$, p<0.01)', and 'Autonomy (${\beta}=0.17$, p<0.05)' had an effect on job satisfaction. R square=0.46 (adjusted R square=0.45). Professionalism had an effect on job performance. 'Autonomy (${\beta}=0.29$), p<0.001)', 'Vocation awareness of the profession (${\beta}=0.22$, p<0.05)', and 'Beliefs about self-regulation (${\beta}=0.18$, p<0.05)' had an effect on job performance. R square=0.25 (adjusted R square=0.22). Conclusion: The results of this study indicate that in order to improve job satisfaction and job performance, it is necessary to improve professionalism. Therefore physical therapists should improve their professionalism ('Compliance of professional organization', 'Beliefs about public service', 'Autonomy', 'Beliefs about self-regulation', and 'Vocation awareness of the profession') in order to improve their job satisfaction and job performance. In addition, research to improve professionalism of the physical therapist should be continued.

Numerical Study of the Deformation Characteristics for Circle Shaped and Square Shaped PET Bottles under Compressive Loads (원형PET용기와 사각PET용기의 압축하중시 변형거동에 관한 수치적 연구)

  • Cho, S.H.;Kwon, C.H.;Park, G.M.;Ko, Y.B.
    • Transactions of Materials Processing
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    • v.23 no.1
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    • pp.5-9
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    • 2014
  • Although much research has been conducted to reduce the thickness of PET bottles in order to save manufacturing costs, the challenge remains of guaranteeing mechanical strength for top-loaded thin PET bottles. The current study investigates the large deformation characteristics of a circle shaped PET bottle and a square shaped PET bottle when compressively loaded using FEA. The arc length method is used in the nonlinear FEA to understand the buckling phenomenon. For PET bottles with the same capacity, the circle shaped bottle shows more resistance to buckling and compression loading than the square shaped bottle.

A Study on the Enhanced Heat Transfer and Fluid Flow Induced by Square-Ribbed Surface Roughness (4각 리브로된 표면조도에 의한 유체유동 및 열전달 증진에 관한 연구)

  • Lee, C.G.
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.4 no.3
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    • pp.155-162
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    • 1992
  • Theoritical Study is performed on heat transfer and fluid flow induced by square-ribbed roughness elements in a concentric annulus. The fluid properties were assumed to be constant, and the radius($r_m$) of the maximum speed point was found by using the principle of equation of Leung and Labib. The Nusselt number and friction factor as a function of the Reynolds number($R_e=10^4$, $5{\times}10^4$, $7{\times}10^4$, $10^5$) in artifical roughness $S/{\epsilon}=5,10,20,30$, $P/{\epsilon}=2,5,8$ and prandtl number = 0.72 have been discussed. In this study, it has been found that the Nusselt number and friction factor of rough wall are larger than those of smooth ones.

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EXISTENCE AND UNIQUENESS OF SQUARE-MEAN PSEUDO ALMOST AUTOMORPHIC SOLUTION FOR FRACTIONAL STOCHASTIC EVOLUTION EQUATIONS DRIVEN BY G-BROWNIAN MOTION

  • A.D. NAGARGOJE;V.C. BORKAR;R.A. MUNESHWAR
    • Journal of applied mathematics & informatics
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    • v.41 no.5
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    • pp.923-935
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    • 2023
  • In this paper, we will discuss existence of solution of square-mean pseudo almost automorphic solution for fractional stochastic evolution equations driven by G-Brownian motion which is given as c0D𝛼𝜌 Ψ𝜌 = 𝒜(𝜌)Ψ𝜌d𝜌 + 𝚽(𝜌, Ψ𝜌)d𝜌 + ϒ(𝜌, Ψ𝜌)d ⟨ℵ⟩𝜌 + χ(𝜌, Ψ𝜌)dℵ𝜌, 𝜌 ∈ R. Furthermore, we also prove that solution of the above equation is unique by using Lipschitz conditions and Cauchy-Schwartz inequality. Moreover, examples demonstrate the validity of the obtained main result and we obtain the solution for an equation, and proved that this solution is unique.

HAMILTONIAN INSERTED GRAPHS AND SQUARES

  • Pramanik, L.K.;Adhikari, M.R.
    • Journal of the Chungcheong Mathematical Society
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    • v.19 no.1
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    • pp.37-47
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    • 2006
  • In this paper we characterize the graphs whose inserted graphs are Hamiltonian, and we study the relationship between Hamiltonian graphs and inserted graphs. Also we prove that if a connected graph G contains at least 3 vertices then inserted graph of the square of G is Hamiltonian and if G contains at least 3 edges then the square of inserted graph of G is Hamiltonian.

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A Comparative Analysis of Radar Rainfall Estimation Method (레이더 강수산정기법의 비교분석)

  • Yoon, Seong-Sim;Kim, Jin-Hoon;Bae, Deg-Hyo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2006.05a
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    • pp.632-636
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    • 2006
  • 본 연구에서는 레이더 강수를 산정하는 기법을 비교.분석하고자 하였다. 레이더 강수산정기법의 비교는 레이더 반사도를 강우강도로 변환시키는 두가지 Z-R 관계식 산정방법을 기준으로 구분하여 수행하였다. Z-R 관계식 산정방법 중 첫번째는 지상강우계와 대응되는 레이더 격자 사이의 관계를 통해서 Z-R 관계식을 산출하여 레이더 강수를 산정하는 Least-Square Fitting 방법이고, 두번째 방법은 강우량계에서 관측된 강우량과 이에 근접한 영역에서 얻은 레이더 반사도 자료 각각의 확률밀도함수를 대응시켜 Z-R 관계식을 산출하는 WPMM(Window Probability Matching Method)을 적용하는 방법이다. 이 두 방법의 비교를 위해 2003년 6월에서 8월사이의 두 강우사상을 선택하여 Z-R 관계식을 산정하였으며, 산정된 Z-R 관계식으로 추정된 레이더 강수의 기상학적 검증을 통해 정성적.정량적으로 검토하였다. 한반도 전역에 대하여 산정된 레이더 추정강수를 검토한 결과 대체적으로 정확도 및 상관성 측면에서 WPMM 방법이 Least-Square Fitting 방법보다 정확한 것으로 나타났다. 또한, 도시 유역의 홍수예경보에 적합한 레이더 강수산정기법을 파악하고자 중랑천 유역의 레이더 강수를 수문학적으로 분석한 결과 WPMM 방법이 보다 유효한 것으로 검토되었다.

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Simplification of ASM No. 2 using Anaerobic-Aerobic-Anoxic SBR (혐기-호기-무산소 SBR 반응조를 이용한 ASM No. 2 모델의 간략화에 관한 연구)

  • Kim, Shin Geol;Choi, In Su;Koo, Ja Yong
    • Journal of Korean Society of Water and Wastewater
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    • v.22 no.1
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    • pp.3-14
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    • 2008
  • ASM No. 2(Activated sludge model No. 2) is very useful model to analyze the wastewater treatment which removes nitrogen and phosphorus. But, it is difficult to apply ASM No. 2 to control of wastewater treatment since it has 17 material divisions and 46 parameters. So the purpose of this study was the simplification of ASM No. 2 and the provement of simplification model. Firstly ASM No. 2 was simplified with 5 material division and three phases(Anaerobic, aerobic, anoxic phases). The simplified model was proved by R-square using track study data. As a result of provement, the values of R-square in ${NH_4}^+$ were 0.9815 in ASM No. 2 and 0.9250 in simplified model and in ${NO_3}^-$ were 0.8679 in ASM No. 2 and 0.7914 in simplified model and in ${PO_4}^{3-}$ are 0.9745 in ASM No. 2 and 0.9187 in the simplified model when the ability to express the material variation was compared by R-square. So, the simplified model has enough ability to express the variation of ${NH_4}^+$, ${NO_3}^-$ and ${PO_4}^{3-}$.

The Effect of Head Nurse's Emotional Leadership on Nurse's Job Satisfaction & Organizational Commitment (수간호사의 감성 리더십이 간호사의 직무만족과 조직몰입에 미치는 영향)

  • Kim, Myeong-Hwa;Jung, Myun-Sook
    • Journal of Korean Academy of Nursing Administration
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    • v.16 no.3
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    • pp.336-347
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    • 2010
  • Purpose: The purpose of this study was to identify the effect of head nurse's emotional leadership on nurse's job satisfaction & organizational commitment Methods: The subjects of this study were 385 nurses from four general hospitals and one university hospital. SPSS WIN 14.0 was used for data analysis. Results: Stepwise multiple regression analyses were used to examine the influences of research variables. The variable which predict nurse's job satisfaction were head nurse's emotional leadership (F=76.027, p<.01, adjusted R square=.166). The variables which predict organizational commitment were emotional leadership (F=27.839, p<.01, adjusted R square=.066), marital status (F=20.928, p<.01 adjusted R square=.03), respectively. Conclusions: As a result of this study, head nurse's emotional leadership was defined as a important influential on both job satisfaction and organizational commitment of nurses. Therefore, it is needed to develop education programs for activating head nurse's emotional leadership.

Improving the Quality of Response Surface Analysis of an Experiment for Coffee-Supplemented Milk Beverage: I. Data Screening at the Center Point and Maximum Possible R-Square

  • Rheem, Sungsue;Oh, Sejong
    • Food Science of Animal Resources
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    • v.39 no.1
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    • pp.114-120
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    • 2019
  • Response surface methodology (RSM) is a useful set of statistical techniques for modeling and optimizing responses in research studies of food science. As a design for a response surface experiment, a central composite design (CCD) with multiple runs at the center point is frequently used. However, sometimes there exist situations where some among the responses at the center point are outliers and these outliers are overlooked. Since the responses from center runs are those from the same experimental conditions, there should be no outliers at the center point. Outliers at the center point ruin statistical analysis. Thus, the responses at the center point need to be looked at, and if outliers are observed, they have to be examined. If the reasons for the outliers are not errors in measuring or typing, such outliers need to be deleted. If the outliers are due to such errors, they have to be corrected. Through a re-analysis of a dataset published in the Korean Journal for Food Science of Animal Resources, we have shown that outlier elimination resulted in the increase of the maximum possible R-square that the modeling of the data can obtain, which enables us to improve the quality of response surface analysis.