• Title/Summary/Keyword: 임의효과모형

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Effects of Virtual Reality Program on Recovery of Functional in individuals Stroke: A Systematic Review and Meta Analysis (뇌졸중 환자 대상의 가상현실 운동프로그램이 기능회복에 미치는 효과: 체계적 문헌고찰 및 메타분석)

  • Park, Seo-A;Kim, Hye-Young
    • Journal of Digital Convergence
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    • v.17 no.5
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    • pp.235-247
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    • 2019
  • This study was carried out to evaluate the efficacy of Virtual Reality(VR) program on recovery of functional in Stroke through systematic literature review and meta-analysis. The following databases were used to search the literature: RISS, KISS, KMbase. Keywords included 'stroke', 'CVA' 'virtual reality', 'rehabilitation', 'virtual reality program' and the evaluated articles were published from 2009 to November 2018. The statistical was used R program, the effect size of upper limb, balance and ADL were calculated by random-effects model. As a result, 9 RCT studies were meta-analyzed and were evaluated for the risk of bias by the RoB of Cochrane Collaboration; the overall risk of bias was low. The effect sizes of VR program was balance(g=.77), ADL(g=.80) as indicated by a "large effect size". Therefore, VR program is large effective in reducing balance and ADL in strokes. It is necessary to develop and apply a virtual reality-based program using more efficient program development.

Genetic Relationship Between Weaning Weight and Carcass Traits in Hanwoo (한우의 이유시 체중과 도체형질과의 유전적 관계)

  • Hwang, J.M.;Choi, J.G.;Kim, H.C.;Choy, Y.H.;Lee, C.;Yang, B.K.;Shin, J.S.;Kim, Jong-Bok
    • Journal of Animal Science and Technology
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    • v.49 no.2
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    • pp.177-182
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    • 2007
  • The objective of this study was to evaluate the genetic relationship between weaning weight (WW) and carcass traits. Carcass traits were eye muscle area(EMA), back fat thickness(BFT), marbling score 1(MS1) in 21 grade scales, marbling score 2(MS2) in 7 grade scales and meat color scores(Mcolor). Parameters were estimated by REML procedure with MTDFREML package. Models included contemporary group as defined by the same year-season-sex at birth, linear covariates of age(days) at weaning, age of dam(days) and age at slaughter(days) as fixed effects and animal random effects for all the traits. Heritability estimates of WW, EMA, BFT, MS1, MS2 and Mcolor were 0.25, 0.20, 0.20, 0.32, 0.32 and 0.22, respectively. Genetic(phenotypic) correlation coefficients of WW with EMA, BFT, MS1, MS2 and Mcolor were 0.75(0.16), 0.18(0.05), -0.41(-0.09), -0.40(0.11) and -0.07(0.05), respectively. Results from this study suggest that single trait selection for weaning weight would lead to progeny population having carcass with large EMA, thick BFT and decreased MS.

Screening of Chicken Genes Related to Germ Cell Development (닭에서 생식세포 발달에 관여하는 유전자 검색)

  • Lee, Jee-Young;Kim, Hee-Bal;Kim, Duk-Kyung;Song, Ki-Duk;Lim, Jeong-Mook;Han, Jae-Yong
    • Journal of Animal Science and Technology
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    • v.49 no.2
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    • pp.183-194
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    • 2007
  • We examined the expression patterns of the chicken TCs(tentative consensus sequences) originated from GermOnline genes in various chicken tissues, applying information from GermOnline to chicken organisms. 42 TCs among 84 chicken homologous TCs from the pool of 84 genes related to germ cell lineage in mouse(10), rat(71) and human(3) had high homology based on a BLAST search. Of these, Hmgcs2 and Sycp3 was shown to be expressed in a testis- specific manner and a reproductive organ(testis and ovary)-specific manner, respectively, by RT- PCR analysis. Crmp4, Cyct, Ldhc, Epha7, Pcsk4 and Dnmt3a are expressed in brain, testis, and ovary. The characterization of chicken genes originated from GermOnline in this research may give an enormously useful source of information related to germ cell development.

A Study on Measurement of TFP and Determinant factor (IT제조업의 총요소생산성 추정 및 결정요인 분석)

  • Lee, Young-Soo;Kim, Jung-Un;Jung, Hyun-Joon
    • Journal of Korea Society of Industrial Information Systems
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    • v.13 no.1
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    • pp.76-86
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    • 2008
  • This paper estimates the TFP in IT manufacturing (total factor productivity) by employment size of establishment and analyses the determinants of it. And the panel data is consisted of time series and cross section data of 4 employment size of establishment over $1990{\sim}2004$. During the period from 1991 to 1997 TFP increased positively irrespective of the employment size of establishment, but from 1998 to 2004 TFP increase rate turned negative except large size(more than 300) of establishment. TFP assume macro variables and policy variables as the determinants of IT manufacturing TFP. The analysis of whole size of establishment shows that sales growth rate is significantly positive, which makes us conclude that there is a teaming by doing effect and economy of scale. But some variables(i.e. IT capital stock, policy financing, and openness etc.) are significant in only a few models. So there may be different effect by employment size of establishment. In TFP determinants analysis by employment size of establishment, we find that coefficients of policy financing and openness variables are significantly positive. The larger employment size of establishment is, the larger scale economy is. And for large size(more than 300) establishment, IT capital stock helps propel the increase of the productivity.

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Housing Characteristics of the Youth and their Determinants in Capital and Non-Capital City Regions (수도권 및 비수도권 청년층의 주거특성 및 주거특성에 미치는 영향요인 분석)

  • Hwang, Kwanghoon
    • Land and Housing Review
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    • v.13 no.3
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    • pp.21-38
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    • 2022
  • In this study, the housing-related characteristics of the youth are reviewed using data from the 4th - 14th Youth Panel Survey(YP2007) of the Korea Employment Information Service in the period 2010 - 2020. The factors that affect the characteristics of their dwelling are analysed. As a result, males, highly educated, and employed people are more likely to live in their own homes and apartments, but many of them seem to be living with their parents. On the contrary, economically independent young people tend to occupy their dwellings in the form of jeonsei/monthly rent and live in multi-family units, villas, and officetel. To support the youth in overcoming their key issues such as housing affordability, jobs, and marriage, so that they can play their roles, the cost of homeownership and rent should be tailored to their economic situations.

Development and Exploration of Safety Performance Functions Using Multiple Modeling Techniques : Trumpet Ramps (다양한 통계 기법을 활용한 안전성능함수 개발 및 비교 연구 : 트럼펫형 램프를 중심으로)

  • Yang, Samgyu;Park, Juneyoung;Kwon, Kyeongjoo;Lee, Hyunsuk
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.20 no.5
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    • pp.35-44
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    • 2021
  • In recent times, several studies have been conducted focusing on crashes occurring on the main segment of the highway. However, there is a dearth of research dealing with traffic safety relating to other highway facilities, especially ramp areas. According to the Korea Expressway Corporation's Expressway Information Service, 6,717 crashes have occurred on ramps in the five years from 2015~2019, which accounts for about 15% of all highway accidents. In this study, the simple and full safety performance functions (SPFs) were evaluated and explored using different statistical distributions (i.e., Poisson Gamma (PG) and Poisson Inverse Gaussian (PIG)) and techniques (i.e., fixed effects (FE) and random effects (RE)) to provide more accurate crash prediction models for highway ramp sections. Data on the geometric characteristics of traffic and roadways were collected from various systems and with extensive efforts using a street-view application. The results showed that the PIG models present more accurate crash predictions in general. The results also indicated that the RE models performed better than FE models for simple and full SPFs. The findings from this study offer transportation practitioners using the Korea Expressway Corporation's Expressway a dependable reference to enhance and understand traffic safety in ramp areas based on accurate crash prediction models and empirical evidence.

Development of Sumulation Model for Breeding Schemes of Hanwoo(Korean Cattle) (한우의 개량 체계 모의실험을 위한 모형 개발)

  • Ju, J.C.;Kim, N.S.
    • Journal of Animal Science and Technology
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    • v.44 no.5
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    • pp.507-518
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    • 2002
  • A multiple-trait stochastic computer simulation model was constructed to predict the breeding schemes and selection methods on Hanwoo(Korean cattle). The model could be used four kinds of selection criteria (random, phenotype and true or estimated breeding values). At the test run in various population size for 20 years, all estimated parameters of the each simulated populations were resulted similar to input parameters. The deviations between input and output values of parameter in the large population were smaller than in the small population. The simulated results obtained from ten small populations consisted with one sire and ten dams in each population for 500 years were as follows; Inbreeding coefficients of population were similar to theoretical estimating function. Mean values of each traits selected were randomly drifted by generation, but they were converged into a value when inbreeding coefficients came close to one. Additive genetic variances within each population were reduced by generation, and they were converged into zero when inbreeding coefficients came close to one. These results indicated that the simulated populations hold to statistical properties of input parameters.

The Relationship among Marital Dissatisfaction, Loneliness and SNS Addiction - The Moderated Mediating Effect of Social Capital - (결혼불만족과 외로움, SNS중독의 관계 - 사회자본의 조절된 매개효과를 중심으로 -)

  • Kim, Nam Hee
    • Korean Journal of Social Welfare
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    • v.69 no.1
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    • pp.223-254
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    • 2017
  • This study was carried out to examine whether the moderated mediating effect of SNS addiction resulting from marital dissatisfaction and loneliness is influenced by gender or size and composition of social capital. 714 married men and women in their 20's to 40's were participated in this study. The data were collected by online research center with quota sampling based on demographical proportion. To analyze this research model, the moderated mediating effect utilizing structural equation was used. The results of this study were summarized as follows. First, it is verified that the loneliness moderated between marital dissatisfaction and SNS addiction. Since the relationship between independent and dependent variable is insignificant, comparison of competition model was able to determine if mediating effect was fully or partially shown. As a result, the complete mediated model was ultimately chosen because its various goodness-of-fit index including $x^2$ performed fairly well. Second, the mediating effect which moderates social capital size was presented in the mediated model between the marital dissatisfaction, loneliness and SNS addiction. Specifically, It implies that group who recognizes their social capital big recognizes the route and effect size more than that who considers their social capital small. And the moderated mediating effect depending on different type of social capital among the marital dissatisfaction and loneliness and between SNS addiction was substantiated. It implies that disequilibration of SNS social capital in face-to-face sphere and in online acted as a danger fact with respect to the marital dissatisfaction, loneliness and SNS addiction. The implications of these findings were discussed, and directions for future studies were also proposed.

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On the Wave Prediction Model with Currents and Sha]low Water Effects (흐름과 천해효과를 고려한 파낭추정모형)

  • 윤종태
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.4 no.1
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    • pp.18-25
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    • 1992
  • A discrete spectral model for generation, propagation and dissipation of wind waves for arbitrary depth and current is presented. This model incorporates wave current interaction, including changes of absolute frequencies due to unsteadiness of depth and currents. The numerical scheme for propagation if basically second-order accurate, and effects of refraction and frequency shills due to unsteadiness of depth and current are calculated on a fixed grid, also using second-order scheme.

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Efficient Uncertainty Estimation of TOPMODEL Using Particle Swarm Optimization : Case Studies for Texas Watersheds (입자군집최적화 기법을 통한 TOPMODEL의 효율적인 불확실도 분석 : Texas 유역을 대상으로)

  • Park, Jeongha;Cho, Huidae;Kim, Dongkyun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.161-161
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    • 2017
  • 본 연구는 효율적인 매개변수 추정 방법인 Isolated-Speciation Particle Swarm Optimization(ISPSO)와 불확실도 분석 기법인 GLUE를 결합한 ISPSO-GLUE의 개념을 도입하였다. 임의 매개변수 추출을 방식인 GLUE 기법과 ISPSO-GLUE와의 효율성 비교를 위해 분포형 강우-유출모형인 TOPMODEL에 적용하였으며, 추정된 매개변수에 대한 모의 유량치를 이용하여 성능을 비교하였다. 연구대상지는 Texas의 $1000{\times}2000km^2$ 크기 내외의 두 유역을 택하였으며, 2002-2007년을 보정기간으로 하고, 2008-2013년을 검증기간으로 설정하였다. 불확실도 분석에 10개의 TOPMODEL 매개변수를 이용하고, 우도함수로는 Nash-Sutcliffe(NS) Coefficient이용하여 0.6이상 기준으로 행동모형을 구분하였다. 분석 결과 모수 추정성능면에서, 누적 최대 NS 값과 행동 모형의 개수는 전반적으로 ISPSO-GLUE에서 큰 값을 보였으나, 불확실도 구간에 속하는 관측치는 GLUE에서 더 높은 경향을 보였다. 이는 ISPSO-GLUE의 편향된 모수 추정으로 불확실도 구간이 작아지며, 포함되는 관측치가 GLUE에 비하여 적게 되는 것으로 확인되었다. ISPSO-GLUE의 개선을 통하여 TOPMODEL에 대한 적용성을 증진시키고, 값비싼 수문모형에 대한 매개변수 추정에 더 큰 효과를 가져올 것으로 기대된다.

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