• 제목/요약/키워드: gamma mixed model

검색결과 62건 처리시간 0.021초

감마 혼합 모형을 통한 반복 측정된 형제 쌍 연관 분석 사례연구 (Gamma Mixed Model to Improve Sib-Pair Linkage Analysis)

  • 김정환;서영주;원성호;나정원;이우주
    • 응용통계연구
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    • 제28권2호
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    • pp.221-230
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    • 2015
  • 전통적으로 반복 측정된 형제 쌍 연관 분석에서는 선형 혼합 모형이 사용되어 왔다. 그러나 그 모형은 관심있는 표현형과 연관된 유전자좌를 찾는 것에 있어서 검정력이 문제가 되는 것으로 지적되어 왔다. 본 연구에서 우리는 이러한 검정력 문제를 개선하는 방법으로 감마 혼합 모형을 고려하였고, 검정력과 제 1종 오류의 관점에서 선형 혼합 모형과 성능을 서로 비교하여 보았다. Genetic Analysis Workshop 13에서 제공된 자료를 이용하여 살펴본 결과, 감마 혼합 모형이 검정력에 있어서 큰 이득을 볼 수 있는 것으로 나타났다.

SATURATION-VALUE TOTAL VARIATION BASED COLOR IMAGE DENOISING UNDER MIXED MULTIPLICATIVE AND GAUSSIAN NOISE

  • JUNG, MIYOUN
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • 제26권3호
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    • pp.156-184
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    • 2022
  • In this article, we propose a novel variational model for restoring color images corrupted by mixed multiplicative Gamma noise and additive Gaussian noise. The model involves a data-fidelity term that characterizes the mixed noise as an infimal convolution of two noise distributions and the saturation-value total variation (SVTV) regularization. The data-fidelity term facilitates suitable separation of the multiplicative Gamma and Gaussian noise components, promoting simultaneous elimination of the mixed noise. Furthermore, the SVTV regularization enables adequate denoising of homogeneous regions, while maintaining edges and details and diminishing the color artifacts induced by noise. To solve the proposed nonconvex model, we exploit an alternating minimization approach, and then the alternating direction method of multipliers is adopted for solving subproblems. This contributes to an efficient iterative algorithm. The experimental results demonstrate the superior performance of the proposed model compared to other existing or related models, with regard to visual inspection and image quality measurements.

Sire Evaluation of Count Traits with a Poisson-Gamma Hierarchical Generalized Linear Model

  • Lee, C.;Lee, Y.
    • Asian-Australasian Journal of Animal Sciences
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    • 제11권6호
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    • pp.642-647
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    • 1998
  • A Poisson error model as a generalized linear mixed model (GLMM) has been suggested for genetic analysis of counted observations. One of the assumptions in this model is the normality for random effects. Since this assumption is not always appropriate, a more flexible model is needed. For count traits, a Poisson hierarchical generalized linear model (HGLM) that does not require the normality for random effects was proposed. In this paper, a Poisson-Gamma HGLM was examined along with corresponding analytical methods. While a difficulty arises with Poisson GLMM in making inferences to the expected values of observations, it can be avoided with the Poisson-Gamma HGLM. A numerical example with simulated embryo yield data is presented.

Non-linear modelling to describe lactation curve in Gir crossbred cows

  • Bangar, Yogesh C.;Verma, Med Ram
    • Journal of Animal Science and Technology
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    • 제59권2호
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    • pp.3.1-3.7
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    • 2017
  • Background: The modelling of lactation curve provides guidelines in formulating farm managerial practices in dairy cows. The aim of the present study was to determine the suitable non-linear model which most accurately fitted to lactation curves of five lactations in 134 Gir crossbred cows reared in Research-CumDevelopment Project (RCDP) on Cattle farm, MPKV (Maharashtra). Four models viz. gamma-type function, quadratic model, mixed log function and Wilmink model were fitted to each lactation separately and then compared on the basis of goodness of fit measures viz. adjusted $R^2$, root mean square error (RMSE), Akaike's Informaion Criteria (AIC) and Bayesian Information Criteria (BIC). Results: In general, highest milk yield was observed in fourth lactation whereas it was lowest in first lactation. Among the models investigated, mixed log function and gamma-type function provided best fit of the lactation curve of first and remaining lactations, respectively. Quadratic model gave least fit to lactation curve in almost all lactations. Peak yield was observed as highest and lowest in fourth and first lactation, respectively. Further, first lactation showed highest persistency but relatively higher time to achieve peak yield than other lactations. Conclusion: Lactation curve modelling using gamma-type function may be helpful to setting the management strategies at farm level, however, modelling must be optimized regularly before implementing them to enhance productivity in Gir crossbred cows.

순수 물에서 SDS/Brij 30, DBS/Brij 30 및 SDS/DBS 혼합계면활성제의 미셀화에 대한 비교연구 (Comparative Study on the Micellization of SDS/Brij 30, DBS/Brij 30, and SDS/DBS Mixed Surfactant Systems in Pure Water)

  • 이병환;박인정
    • 대한화학회지
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    • 제55권3호
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    • pp.379-384
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    • 2011
  • [ $25^{\circ}C$ ] 순수 물에서 음이온성 계면활성제인 DBS(sodium dodecyl benzenesulfonate)와 SDS(sodium dodecylsulfate) 그리고 비이온성 계면활성제인 Brij 30(polyoxyethylene(4) lauryl ether) 사이의 혼합미셀화에 대한 임계미셀농도(CMC)와 반대이온의 결합상수값(B)을 전도도법과 표면장력계법으로 측정하였다. 이와 같이 측정한 CMC값에 비이상적 혼합미셀화 모델을 적용함으로써 여러 가지 열역학적 함수값($X_i,\;{\gamma}i,\;C_i,\;a_i^M,\;{\beta}$${\Delta}H_{mix}$)들을 계산하여 상호 비교분석하였다. 그 결과, SDS는 DBS보다 Brij 30과 더욱 강한 상호작용을 이루었으며, SDS/Brij 30 혼합계면활성제가 이상적 혼합미셀화로부터 가장 큰 음의 벗어남을 보였다. 그리고 SDS/DBS 혼합계면활성제는 거의 이상적 혼합미셀화를 이루는 것으로 나타났다.

모델정합과 보간 알고리즘을 이용한 혼합된 감도함수의 $H^{\infty}$ 최적화 ($H^{\infty}$ Optimization of Mixed Sensitivity Function using Model-Matching and Interpolation Algorithm)

  • 윤한오;박홍배
    • 전자공학회논문지B
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    • 제29B권3호
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    • pp.16-24
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    • 1992
  • In this paper, we solve the problem of designing a robust optimal controller which minimizes the H$\infty$-norm of the mixed sensitivity function matrix for linear multivariable systems. For a given minimized value, ${\gamma}$>o, an algorithm of finding all stabilizing controllers, such that the H$\infty$-norm of the mixed sensitivity function matrix is less than ${\gamma}$, is developed. The proposed algorithm, which is based on the model-matching and the interpolation theory, can be used for the H$\infty$-optimization problem.

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음이온성 계면활성제(DBS)와 비이온성 계면활성제(Brij 30과 Brij 35)와의 혼합미셀화에 대한 비교연구 (Comparative Study on the Mixed Micellizations of Anionic Surfactant (DBS) with Nonionic Surfactnats (Brij 30 and Brij 35))

  • 박인정;이병환
    • 대한화학회지
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    • 제53권5호
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    • pp.491-498
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    • 2009
  • 25 ${^{\circ}C}$의 순수 물 및 n-부탄올 수용액에서 음이온성 계면활성제인 DBS (sodium dodecylbenzenesulfonate)와 비이온성 계면활성제인 Brij 30 (polyoxyethylene(4) lauryl ether)과 Brij 35 (polyoxyethylene(23)lauryl ether)의 혼합미셀화에 대한 임계미셀농도(CMC)와 반대이온의 결합상수값(B)을 DBS의 겉보기몰분율($\alpha$1)의 함수로서 전도도법으로 측정하였다. 이와 같이 측정한 CMC값에 비이상적 혼합미셀화모델을 적용함으로써 여러 가지 열역학적 함수값(Xi, $\gamma$i, Ci, aiM, $\beta$${\Delta}H_{mix}$)들을 계산하여 상호 비교분석하였다. 그 결과, DBS는 Brij 30보다는 Brij 35와 더욱 강한 결합을 이루었으며 이상적 혼합미셀화로부터 더욱 큰 음의 벗어남을 보였다.

TTAB와 다른 계면활성제(DTAB, CTAB, Tween-20, Tween-40 및 Tween-80)와의 혼합미셀화에 대한 연구 (Mixed Micellizations of TTAB with Other Surfactants (DTAB, CTAB, Tween-20, Tween-40, and Tween-80))

  • 이남민;이병환
    • 대한화학회지
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    • 제56권5호
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    • pp.556-562
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    • 2012
  • $25^{\circ}C$, 4-클로로벤조산의 묽은 수용액(0.5 mM)에서 양이온성 계면활성제인 TTAB(tetradecyltrimethylammonium bromide)와 다른 종류의 계면활성제들(DTAB, CTAB, Tween-20, Tween-40 및 Tween-80)과의 혼합미셀화 현상을 분광광도법과 전도도법으로 조사하였다. 각 혼합계면활성제에서 TTAB의 겉보기몰분율(${\alpha}_1$)의 변화에 따른 임계미셀농도값(CMC)과 반대이온결합상수값(B)의 변화를 측정하여 비이상적 혼합미셀모델을 적용함으로써 여러 가지 열역학적 함수값들($X_i$, ${\gamma}_i$, $C_i$, ${\alpha}_i^M$, ${\beta}$${\Delta}H_{mix}$)을 계산하고 비교분석하였다. 그 결과, TTAB/DTAB 혼합시스템은 이상적 혼합미셀화로 부터 큰 양의 벗어남을 보였으며, 다른 혼합시스템들은 모두 이상적 미셀모델로부터 큰 음의 벗어남을 보였다.

인쇄업에서 배출되는 반응성 VOCs 종류와 흡착 제거 방법의 적용 (Volatile organic compounds emitted from printing processes and their removal by adsorption)

  • 안해영;이윤경;송지현
    • 실내환경 및 냄새 학회지
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    • 제17권4호
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    • pp.396-403
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    • 2018
  • In this study, volatile organic compounds (VOCs) emitted from printing industries were analyzed, and an inorganic adsorbent, ${\gamma}-alumina$, was selected for the effective control of the VOC emissions. Printing processes commonly require inks, thinners, and cleaners, and they were mixed organic solvents containing aromatic compounds, ketones, and alcohols. Therefore, toluene, methyl ethyl ketone (MEK), and isopropyl alcohol (IPA) were selected as model compounds for this study. The adsorptive properties using ${\gamma}-alumina$ were determined for the model compounds. Both batch isotherm and continuous flow column tests demonstrated that the adsorption capacity of MEK and IPA was 3~4 times higher than that of toluene. The column test performed at an inlet toluene concentration of 100 ppm showed that an 80% breakthrough for toluene was observed after 3 hours, but both MEK and IPA were continuously adsorbed during the same time period. A numerical model simulated that the ${\gamma}-alumina$ could remove toluene at a loading rate of 0.4 mg/min only for a 4-hour period, which might be too short of a duration for real applications. Consequently, lifetime enhancement for ${\gamma}-alumina$ must be implemented, and ozone oxidation and regeneration would be feasible options.

DPC와 CDEAB의 혼합마이셀화에 미치는 n-부탄올의 효과 (Effect of n-Butanol on the Mixed Micellization of DPC with CDEAB)

  • 이병환
    • 대한화학회지
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    • 제48권3호
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    • pp.236-242
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    • 2004
  • 25$^{\circ}C$의 순수 물 및 n-부탄올 수용액에서 Dodecylpyridinium chloride(DPC)와 Cetyldimethylethylammonium bromide(CDEAB)의 혼합계면활성제가 나타내는 임계마이셀농도(CMC)와 반대이온결합상수(B)값을 DPC의 겉보기몰분율(${\alpha}_1$)에 따른 변화를 전도도법으로 측정하였다. 이와같이 측정한 CMC값에 비이상적 혼합마이셀화모델을 적용함으로써 여러 가지 열역학적 함수값(($X_i,\;{\gamma}_i,\;C_i,\;a^M_i,\;{\beta},\;and\;{\Delta}H_{mix})$들을 계산하고 분석하였다. 그리고 DPC/CDEAB 혼합계면활성제의 마이셀화에 미치는 n-부탄올의 효과를 조사하기 위하여 n-부탄올의 농도에 따른 열역학 함수값(CMC, B 및 ${\Delta}G_o\;^m$)의 변화를 측정하고 분석하였다.