• Title/Summary/Keyword: 고정효과분석

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The Effect of Female Faculties on Female Students' Employment (대학교수의 여성 비율이 여학생의 취업에 미치는 영향)

  • Ko, Eunbi;Kim, Jin Yeong;Song, Heonjae
    • Journal of Labour Economics
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    • v.43 no.1
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    • pp.93-114
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    • 2020
  • According to the role model effect, gender of faculty plays an important role in students' employment. This paper investigates the effect of female faculties on female college students' employment in Korea. The fixed effect estimation results show that the percentage of female faculty has no statistically significant effect on female students' employment rate, although the 1%p increase of female faculty appears to be related with the employment rate of female students by 0.102%p in estimation using pooled OLS estimation. We have the almost same results even with dividing female students by major fields. These results can be interpreted the students' employment rate may be influenced by many other factors, such as personal characteristics, abilities, and family background besides faculty gender. We find that there is no empirical evidence of statistically significant effect of the faculty gender on the employment rate of female students.

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An Analysis on the Degradation of Elevation Angle Accuracy Due to the Multi-Path Effect Using a Phased Array Antenna and the Beam Pattern Optimization to Minimize Its Degradation (위상배열 안테나를 활용한 다중 경로 효과에 의한 고각 정확도 열화 분석 및 열화 최소화를 위한 빔 패턴 최적화)

  • Kim, Young-Wan;Lee, JaeMin;Chae, Heeduck;Jin, Hyung-suk;Park, Jongkuk
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.27 no.12
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    • pp.1036-1043
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    • 2016
  • In this paper, an analysis about the elevation angle accuracy degradation of an APAR(Airport Precision Approach Radar) due to the multi-path effect using a phased array antenna was performed. An APAR installed around a runway of airport will be continuously affected in a runway surface of the fixed environment. In this paper, an analysis about the elevation angle accuracy degradation of APAR due to the multi-path effect of runway surface was conducted through a calculation of monopluse slope and sum/difference beam pattern analysis of array antenna. Also, a difference pattern for monopulse to minimize this degradation was optimized in an appropriate configuration to improve a elevation angle accuracy. Finally, a degree of improvement of elevation angle accuracy was confirmed by calculating a monopulse slope including the ground reflection after applying optimized difference patterns of array antenna.

Predicting soft tissue artefact with linear mixed models (선형혼합모형을 이용한 피부움직임 오차의 예측)

  • Kim, Jinuk
    • The Korean Journal of Applied Statistics
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    • v.31 no.3
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    • pp.353-366
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    • 2018
  • This study uses mixed-effects models to predict thigh soft tissue artefact (STA), relative movement of soft tissue such as skin to femur occurring during hip joint motions. The random effects in the model were defined as STA and the fixed effects in the model were considered as skeletal motion. Five male subjects without musculoskeletal disease were selected to perform various hip joint rotational motions. Linear mixed-effects models were applied to markers' position vectors acquired from non-invasive method, photogrammetry. Predicted random effects showed similar patterns of STA among subjects. Large magnitudes of STA appeared on the points near the hip joint regardless of sides; however, small values appeared on the distal anterior.

Growth Promotion of Tomato by Application of Immobilized Arthrobacter woluwensis ED in Alginate Beads (Alginate에 고정화된 Arthrobacter woluwensis ED 처리 시 토마토의 생장촉진과 균주의 토양 내 잔류)

  • Kwon, Seung-Tak;Song, Hong-Gyu
    • Korean Journal of Microbiology
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    • v.50 no.1
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    • pp.40-45
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    • 2014
  • In order to increase the persistence of plant growth promoting rhizobacteria (PGPR) in rhizpsphere soil, the growth of tomato was examined after the application of Arthrobacter woluwensis ED immobilized in alginate bead, which was known as PGPR. When tomato seedlings were treated with A. woluwensis ED of $1{\times}10^6$ cells g $soil^{-1}$ and incubated for 30 days in a plant growth chamber, the shoot length, root length, fresh weight and dry weight of the grown tomato plants treated with the suspended inoculants significantly increased by 36.2, 59, 51.1, and 37.5%, respectively compared to those of the uninoculated control. The treatment of the immobilized bacteria increased those by 42, 67.4, 62.5, and 60.4%, respectively compared to those of the uninoculated control. Therefore, the enhancement of tomato growth by the treatment of the immobilized bacteria was higher than those by the suspended inoculants. The effects of the inoculation on indigenous bacterial community and the fate of the inoculated bacteria were monitored by denaturing gradient gel electrophoresis analysis. The DNA band intensity of A. woluwensis ED in the tomato rhizosphere treated with the suspended inoculants continuously decreased after the inoculation, but the band intensity in the tomato rhizosphere soils treated with the immobilized inoculants showed the maximum at 1 week after inoculation and the decreasing rate was less than that of the suspended inoculants, which indicated the longer maintenance of the immobilized bacteria at rhizosphere soils. Therefore, encapsulation of PGPR in alginate beads may be more effective than liquid inoculant for the plant growth promotion and survival of PGPR at plant rhizosphere.

The Effect of Application of a Non-Elastic Fixation Belt on the Balance Ability and Fall Prevention in Elderly Women (비탄력 고정식 벨트가 노인 여성의 균형능력과 낙상예방에 미치는 영향)

  • Lee, Jang-Tae;Chon, Seung-Chul
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.2
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    • pp.398-404
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    • 2017
  • The aim of this study was to determine the effect of a non-elastic fixation belt on the balance ability and fall prevention in elderly women. Elderly women experience reduced balance ability and an increased risk of falls due to a weakening of the surrounding sacroiliac joint and pelvic muscles during childbirth and menopause. On the other hand, specific studies are still needed. The subjects were allocated randomly to two groups: control (n=20) and experimental (n=20). The experimental group used a non-elastic fixation belt, whereas the control group had no fixation belt. The balance ability and the fall index were measured in all subjects using a balance measurement device, and the low abdominal muscle thickness was determined in the experimental group using ultrasound imaging for the exact application of the non-elastic fixation belt. The following statistical analysis was performed: an independent t-test for the general characteristics of the subjects, $2{\times}2$ analysis of variance with repeated measures for the balance and fall index score, and a paired t-test for the abdominal muscle thickness. The group ${\times}$ time interaction effect showed significant improvement in the General Stability Index (F1,38=47.24, p=0.001), Fourier Harmony Index (F1,38=88.83, p=0.001), Weight Distribution Index (F1,38=50.21, p=0.001), and Fall Index (F1,38=21.59, p=0.001). The thicknesses of the transverse abdominal (p=0.001) and internal oblique (p=0.001) muscles were increased significantly in the experimental group after using the non-elastic fixation belt. Overall, the application of a non-elastic fixation belt could be effective in improving the balance ability and fall prevention in elderly women.

The Effect of Long-Term Care Insurance on Labor Supply (노인장기요양보험제도의 노동공급효과 분석 - 부양가구원과 여성가구원을 중심으로-)

  • Kwon, Hyunjung;Ko, Jiyoung
    • Korean Journal of Social Welfare
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    • v.67 no.4
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    • pp.279-299
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    • 2015
  • This study examines the impact of Long-Term Care Insurance(LTCI) on family caregivers(especially focused on female household members) labor supply in South Korea. When public care and informal care are substitutes, LTCI will change allocation of time of family caregivers to spend more time to paid work. The impact of LTCI on labor supply depends on each country's institutional level of public care services. If public care can not substitute for informal care, labor supply of family caregivers will not rise significantly. The conclusions of vigorous empirical study from western countries' are incompatible and problem of endogeneity in terms of methodology has been raised consistently. The dataset of this study are used the third and ninth waves of Korea Welfare Panel. As a result, the introduction of LTCI had no effect on labor supply of household members. Robust findings suggest the positive effects of caregiving on labor market outcomes in simple comparison t-test, but not in fixed-effect regression. Compared with western countries, South Korea's public care services can be interpreted as a supplement to only part that remained at the level does not substitute informal care. These findings may suggest that if LTCI become much more prevalent in the future, senior citizens and family members will be able to choose the LTCI arrangement that best suits their needs.

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The Factor Analysis of Land Surface Temperature(LST) Change using MODIS Imagery and Panel Data (MODIS 영상 자료와 패널 자료를 이용한 지표면온도변화 요인분석)

  • BAE, Da-Hye;KIM, Hong-Myung;HA, Sung-Ryong
    • Journal of the Korean Association of Geographic Information Studies
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    • v.21 no.1
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    • pp.46-56
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    • 2018
  • This paper aimed to identify main factors of community characters, which have an effect on the land surface temperature(LST) change and estimate the impacting coefficient(ratio) of factors in a significant level of statistics. Chungcheongbuk-do province was selected and then partitioned into city and county areas for the sake of convenience of modeling. LST time series data and the community character data were developed based on Terra Satellite MODIS data and collected from the National Statistical Office, respectively. By the cause and effect relationship between community characters and LST, regression coefficients were estimated using a penal model. In a panel modeling, LST and community characters were used as a dependent variable and explanatory variables, respectively. Panel modeling analysis was carried out using statistical package STATA14 and one-way fixed effect model was selected as the most suitable model to evaluate the regression coefficients in the study area. The impacting ratio of LST change by any explanatory variable derived from the regression coefficients of the panel model fixed. Impacting ratios for industrial areas, elevation ${\times}$ building, energy usage, average window speed, non-urban management area, agricultural, nature and environmental conservation, average precipitation were 3.746, 2.856, 2.742, 0.553, 0.102, 0.071 and 0.003, respectively.

Effects of Raising Farm on Genetic Evaluation for Carcass Traits in Hanwoo Cows (사육농가의 효과가 한우 암소의 도체형질 유전 평가에 미치는 영향)

  • Lee, Chang-Woo;Lee, Cheong-Mook;Lee, Sung-Jin;Song, Young-Han;Lee, Jeong-Koo;Kim, Jong-Bok
    • Journal of Animal Science and Technology
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    • v.53 no.4
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    • pp.325-332
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    • 2011
  • This research was conducted to analyze the effects of raising farm on the heritability and breeding values of Hanwoo cows for their carcass traits, including cold carcass weight (CWT), back-fat thickness (BFT), eye-muscle area (EMA) and marbling score (MAR). The carcass data and pedigree data were collected from steers raised on Hanwoo farms in Pyeongchang-gun, Gangwon-do, South Korea. Three analytical models were applied for the estimation of heritabilities and breeding values. The first model (model 1) included slaughter house-year-month combination as fixed effects and age at slaughter was fitted as linear and quadratic covariates. The second model (model 2) was similar to model 1, but raising farm was additionally included as random effect. The third model (model 3) was similar to model 1 but farm effects were additionally included as fixed effect. The comparisons between the model 1 and the models including farm effect (model 2 and model 3) revealed that heritability estimates from model 2 or model 3 were smaller to those from model 1 for all carcass traits. Especially, obvious decrease of heritability was observed in CWT where heritability was 0.23 from model 1, 0.15 from model 2 and 0.18 from model 3. The maximum log likelihood of the model 2 and 3 were higher than those of model 1 for all traits. In model 2 that raising farm was included as a random effect, the ratio of farm variance to the total phenotypic variance were ranged from 4% (EMA) to 18% (CWT). Top 10% and bottom 10% of female cows were selected based on the breeding values from model 1, and the Spearman's rank correlation coefficients among models were estimated for each trait within selected group. The correlation coefficients were ranged from 0.57 to 0.95 in top 10% group and from 0.68 to 0.95 in bottom 10% group. These results show that the discrepancies in the rankings of breeding values can be based on the models applied. In conclusion, the results obtained in this study suggest that the herd effect or farm effect should be included in the analytical model when breeding values are estimated with the purpose of improvement of carcass traits of Hanwoo breeding cows.

The Role of Political Ideology in the 2012 Korean Presidential Election: Evidence from Panel Data Analysis (제18대 대통령 선거에서 이념의 영향: 패널 데이터 분석 결과)

  • Kim, Sung-Youn
    • Korean Journal of Legislative Studies
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    • v.23 no.2
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    • pp.147-177
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    • 2017
  • Although a number of empirical studies found that political ideology plays a significant role in Korean elections, they entirely rely on cross-sectional data analysis. In contrast to previous research, this study investigates the effects of ideology in the 2012 Korean presidential election through standard panel data analysis. Specifically, using "EAI Panel Study, 2012", the effects of ideology on both candidate evaluation and vote choice were examined via fixed effects, random effects, and pooled regression analysis. And the results from applying the two most popular models of ideological voting, the proximity model and the directional change model were also compared. The results show that candidate evaluations and vote choice during the election (April, 2012- December, 2012) were significantly influenced by the ideological difference between voters and candidates, independent from partisanship and other standard socio-demographic factors. And this ideological voting during the election seems better captured by the directional change model than by the proximity model.

Analysis of the Effects of the Flood Control in the Nakdong Rivers Restoration Project According to Movable Weir Operating (가동보 운영에 따른 낙동강 살리기 사업의 홍수위 조절 효과 분석)

  • Kim, Su-Jin;Kim, Min-Ji;Jun, Kyung-Soo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.152-152
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    • 2011
  • 낙동강 살리기 사업의 결과 낙동강 본류 내에는 총 8개의 다기능 보가 설치된다. 각각의 보는 고정보와 가동보 복합형식의 다기능 보로서 보 상류의 수위가 일정하게 유지되도록 하여 하천 내의 수자원을 확보하는데 그 목적이 있다. 하지만 보의 설치 시 홍수로 인한 수해 발생의 위험이 높아지므로 다기능 보의 건설에 있어 치수안정성은 중요하게 고려해야 할 부분이다. 따라서 각각의 보에서의 치수안정성 확보를 위해서는 낙동강 사업 완료 후 적절한 가동보의 운영이 필요하다. 본 연구에서는 치수안정성이 확보되면서도 과도한 방류로 인한 수자원의 손실을 예방할 수 있는 적절한 가동보 운영에 대한 연구를 실시하고자 하였다. 이를 위해 낙동강 하구둑부터 반변천 합류점까지의 구간을 선정하여 낙동강 살리기 사업 후의 부정류 모형을 구성하고 홍수 모의를 실시하였다. 모형을 구성할 때에 가동보의 운영을 위한 기준은 보 상류의 수위로 선정하였다. 이는 치수안정성 및 하천 내 유량의 증감을 직접적으로 확인할 수 있는 지표가 수위라 판단하였기 때문이다. 따라서 각각의 보에서의 상류 수위를 가동보 운영의 기준으로 설정하여 가동보의 운영 조건을 결정하고 모형을 구성하였다. 가동보의 적절한 운영 기준을 찾기 위해 보 상류 수위의 상승에 따른 가동보의 개방정도를 다양한 조건으로 구성하고 각각의 모형에 동일한 홍수사상을 적용하여 홍수 모의를 실시하였으며 또한, 첨두치가 다른 여러 개의 홍수사상에 대해서도 모를 실시하여 홍수 규모에 따른 결과를 비교하여 가동보 운영의 효과를 분석하였다.

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