• 제목/요약/키워드: Fixed Effect Analysis

검색결과 999건 처리시간 0.032초

국민연금 수급이 고령자의 삶의 만족도에 미치는 영향에 관한 연구 (A Study on the Effect of the National Pension on the Life Satisfaction of Old age)

  • 권혁창;이은영
    • 사회복지연구
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    • 제43권2호
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    • pp.61-85
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    • 2012
  • 본 연구는 국민노후보장패널 1차 및 3차의 종단자료를 이용하여 국민연금 수급 여부(혹은 수급액)가 고령자의 삶의 만족도에 어떠한 영향을 미치는가를 분석하는 것을 목적으로 한다. 본 연구는 국민연금 수급과 생활만족도에 대한 다양한 조작적 정의를 도입하여 두 변수간의 관계를 검토하였다. 분석방법으로는 이중차이모델과 패널자료 분석방법을 활용하였으며, 연구결과는 다음과 같다. 첫째, 국민연금 수급집단과 국민연금 비수급집단의 전반적 생활만족도를 비교한 결과 두 집단 간에 유의미한 차이가 드러나지 않았다. 둘째, 두 집단의 차이에 영향을 미칠 수 있는 변수들, 예를 들면 장애여부와 근로여부를 통제하고 국민연금 수급집단과 비수급집단을 비교하면, 국민연금 수급이 고령자의 생활만족도에 유의미한 영향을 미치지 않는 것을 확인할 수 있다. 셋째, 고정효과분석(fixed-effect model)의 분석결과, 고령자들의 눈에 보이지 않는 특성을 통제하면, 국민연금의 수급은 고령자의 생활만족도에 통계적으로 유의미한 영향을 미치는 것으로 드러나지 않는다. 본 연구는 민감도분석을 추가하고 정책적 함의를 도출하였다.

입력변수의 조건에 따른 대기확산모델의 민감도 분석 (Sensitivity Analysis of the Atmospheric Dispersion Modeling through the Condition of Input Variable)

  • 정진도;김장우;김정태
    • 한국환경과학회지
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    • 제14권9호
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    • pp.851-860
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    • 2005
  • In order to how well predict ISCST3(lndustrial Source Complex Short Term version 3) model dispersion of air pollutant at point source, sensitivity was analysed necessary parameters change. ISCST3 model is Gaussian plume model. Model calculation was performed with change of the wind speed, atmospheric stability and mixing height while the wind direction and ambient temperature are fixed. Fixed factors are wind direction as the south wind(l80") and temperature as 298 K(25 "C). Model's sensitivity is analyzed as wind speed, atmospheric stability and mixing height change. Data of stack are input by inner diameter of 2m, stack height of 30m, emission temperature of 40 "C, outlet velocity of 10m/s. On the whole, main factor which affects in atmospheric dispersion is wind speed and atmospheric stability at ISCST3 model. However it is effect of atmospheric stability rather than effect of distance downwind. Factor that exert big influence in determining point of maximum concentration is wind speed. Meanwhile, influence of mixing height is a little or almost not.

트랜스로그 비용함수를 이용한 참치연승어업 규모의 경제성 분석 (An Analysis on Economies of Scale for Tuna Distant Longline Fishery Using a Translog Cost Function)

  • 조훈석;남종오
    • 수산경영론집
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    • 제51권3호
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    • pp.17-31
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    • 2020
  • The purpose of this study is to identify economic situation on scale of tuna distant longline fishery by analyzing its economies of scale using the cost function. To analyze its economics of scale, the deep-sea fishing statistics were used from 2012 to 2016. In detail, the number of panels for estimating the cost function was 68 tuna distant longline vessels from 2012 to 2016, and the total number of observations over the five years were 340. As a final model, the two-way fixed effect model based on the translog cost function was adopted through the F test, the Breusch-Pagan test and the Hausman test. As a result of the analysis, it was found that tuna distant longline fishery between 2012 and 2014 was diseconomies of scale, the fishery between 2015 and 2016 was economies of scale. However, the economic indicators of the scale from 2012 to 2016 were almost close to zero, indicating that the constant returns to scale, the optimal scale, were reached. Therefore, in the situation where the amount of fishery resources in the world continues to decrease, it is necessary to prepare a method to obtain economic benefits through scale maintenance and reduction rather than indiscriminate scale expansion.

핀틀 형상이 노즐 성능에 미치는 영향에 관한 연구 (Investigation of Pintle Shape Effect on the Nozzle Performance)

  • 김중근;박종호
    • 한국항공우주학회지
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    • 제36권8호
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    • pp.790-796
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    • 2008
  • 고체 추진기관은 고정된 추진제 그레인 형상과 노즐목 때문에 정해진 단순 추력을 가지게 된다. 핀틀 노즐은 기존의 고체 추진기관의 장점을 가지면서도 추력 조절이 불가능한 단점을 보완하기 위해 제안된 방법이다. 본 연구에서는 핀틀 형상이 노즐 성능에 미치는 영향을 실험과 수치해석 방법으로 평가하였다. 핀틀 형상은 단순성의 원리에 근거하여 변경하였으며 각각의 형상에 대한 내부 유동장은 난류모델을 적용하여 Fluent로 해석하였다. 본 연구로부터 핀틀 형상이 노즐내의 충격파 구조 및 유동박리 영향을 주어 노즐 추력 및 핀틀 하중에 영향을 미침과 최적의 노즐 성능을 발휘할 수 있는 핀틀 형상이 존재함을 확인하였다.

내구성 부직포의 마찰 및 세탁에 의한 인장강도 및 강연도 변화 (Changes in Tensile Strength and Stiffness of Selected Durable Nonwoven Fabrics due to Abrasion and Laundering*)

  • 김철주;애브린 하게트
    • 한국의류학회지
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    • 제9권3호
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    • pp.35-44
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    • 1985
  • This research explored the effects of abrasion, laundering, and abrasion/laundering interaction upon wear of 15 durable nonwoven fabrics. Wear was measured in terms of changes in tensile strength and stiffness. The test materials consisted of nine different dry-laid commercial interfacing fabrics of various fiber contents and six spunbonded poyester and polypropylene fabrics. Three fixed levels of abrasion and four fixed levels of laundering made up the 3$\times$4 factorial analysis used for the experiment and the analysis of variance. Findings revealed that abrasion had a greater effect than laundering on strength and stiffness of the tested fabrics. Laundering seemed related to the particular fibers used and to the fixation quality of fiber bonds. Spunbonded webs performed better than dry-laid webs in retaining tensile strength Stiffness change occurred more readily than strength change. Lighter, flexible, stretchable fabrics seemed less easily abraded than heavier, stiff, less stretchable fabrics. The interfacing fabrics of 70/20/$10\%$ nylon/polyester/rayon blends with high crosswise stretchability effectively resisted wear caused by abrasion and laundering. Further research is recommended to study the effects of longer abrasion periods and additional laundering cycles o,1 wear qualities of nonwoven fabrics. Additional factors such as amount and fixation methods of bonding agents, the effect of shear distortion, seam construction, and drycleaning solvents could also be studied.

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지진하중 및 교량구조물의 확률적 특성을 고려한 받침손상위험도 분석 (Bearing Damage Analysis of Bridges Considering the Probabilistic Characteristics of Earthquake and Structural Properties)

  • 김상효;마호성;이상우;김철환
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2002년도 가을 학술발표회 논문집
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    • pp.346-353
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    • 2002
  • The risk of bearing failure is evaluated through the seismic response analysis of a bridge considering the probabilistic characteristics of structural properties such as the mass of superstructure, the stiffness of pier, and the translational and rotational stiffness of the foundation as well as seismic loadings during the bridge service lift. The effect of pounding between adjacent vibration units on the risk of bearing failure is also investigated. The probabilistic characteristics of structural properties are obtained by the Monte Carlo simulations based on the probabilistic characteristics of basic random variables included in the structural properties. From the simulation results, the failure probability of fixed bearings attached on the abutment is found to be much higher than those placed on the piers. It is also found that the pounding effect significantly increases the failure probability of bearings. In the simply supported bridges, the risk of bearing failure increases as the number of bridge spans increase. Therefore, the failure probability of fixed bearing due to the effects of pounding phenomena and the number of bridge spans should be considered in the seismic desist of bearings.

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A comparison of the effect of SSI on base isolation systems and fixed-base structures for soft soil

  • Karabork, T.;Deneme, I.O.;Bilgehan, R.P.
    • Geomechanics and Engineering
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    • 제7권1호
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    • pp.87-103
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    • 2014
  • This study investigated the effect of soil-structure interaction (SSI) on the response of base-isolated buildings. Seismic isolation can significantly reduce the induced seismic loads on a relatively stiff building by introducing flexibility at its base and avoiding resonance with the predominant frequencies of common earthquakes. To provide a better understanding of the movement behavior of multi-story structures during earthquakes, this study analyzed the dynamic behavior of multi-story structures with high damping rubber bearing (HDRB) behavior base isolation systems that were built on soft soil. Various models were developed, both with and without consideration of SSI. Both the superstructure and soil were modeled linearly, but HDRB was modeled non-linearly. The behavior of the specified models under dynamic loads was analyzed using SAP2000 computer software. Erzincan, Marmara and Duzce Earthquakes were chosen as the ground motions. Following the analysis, the displacements, base shear forces, top story accelerations, base level accelerations, periods and maximum internal forces were compared in isolated and fixed-base structures with and without SSI. The results indicate that soil-structure interaction is an important factor (in terms of earthquakes) to consider in the selection of an appropriate isolator for base-isolated structures on soft soils.

Forecasting performance and determinants of household expenditure on fruits and vegetables using an artificial neural network model

  • Kim, Kyoung Jin;Mun, Hong Sung;Chang, Jae Bong
    • 농업과학연구
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    • 제47권4호
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    • pp.769-782
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    • 2020
  • Interest in fruit and vegetables has increased due to changes in consumer consumption patterns, socioeconomic status, and family structure. This study determined the factors influencing the demand for fruit and vegetables (strawberries, paprika, tomatoes and cherry tomatoes) using a panel of Rural Development Administration household-level purchases from 2010 to 2018 and compared the ability to the prediction performance. An artificial neural network model was constructed, linking household characteristics with final food expenditure. Comparing the analysis results of the artificial neural network with the results of the panel model showed that the artificial neural network accurately predicted the pattern of the consumer panel data rather than the fixed effect model. In addition, the prediction for strawberries was found to be heavily affected by the number of families, retail places and income, while the prediction for paprika was largely affected by income, age and retail conditions. In the case of the prediction for tomatoes, they were greatly affected by age, income and place of purchase, and the prediction for cherry tomatoes was found to be affected by age, number of families and retail conditions. Therefore, a more accurate analysis of the consumer consumption pattern was possible through the artificial neural network model, which could be used as basic data for decision making.

헤지의 표준화된 평균차를 이용한 프로폴리스의 항-당뇨 효과 (The anti-diabetic effect of propolis using Hedges' standardized mean difference)

  • 김미진;최기헌
    • Journal of the Korean Data and Information Science Society
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    • 제21권3호
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    • pp.447-459
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    • 2010
  • 본 연구는 메타분석에서 헤지의 표준화된 평균차를 이용하여 당뇨에 걸린 쥐들에게 프로폴리스를 투여하여 체중, 혈당량, 콜레스테롤, 트리글리세리드의 평균비교를 통해 프로폴리스의 항-당뇨 효과에 대해 알아보았다. 고정효과모형을 적용시킨 결과 혈당량의 감소, 콜레스테롤 농도의 감소, 트리글리세리드 농도의 감소에 대해 유의한 효과를 보였고, 동질성 검정을 통해 동질성을 만족하지 않은 모든 변수에 대해 랜덤효과모형을 적용시킨 결과 혈당량의 감소와 트리글리세리드 농도의 감소에 대해 유의한 효과를 나타냈다. 또한 프로폴리스의 투여기간과 투여량에 대해 메타회귀분석을 실시한 결과, 투여기간이 체중, 혈당량, 콜레스테롤에 유의한 변수로 나타났다.

170kV 50kA 콘덴서 불용형 SF6 가스절연개폐기의 극간 전계해석 (Electric Field Analysis of 170kV 50kA Class SF6 GCB Without Capacitor)

  • 송태헌;배동진;최영찬;김익모;윤치영;강종호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 하계학술대회 논문집 A
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    • pp.351-353
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    • 1999
  • In this paper, electric field analysis of 170kV class GCB is carried out. Considering the movement of arcing contacts during circuit interruption, electric field analysis between moving and fixed contacts is performed with changing the stroke length. From analysis results, electric field stresses are high at stationary arcing contact, moving arcing contact and varies at changing nozzle shapes. Specially, the stationary arcing contact shape has an significant effect on the capacitive small current interruption and the reduction of the electric field stress at this area is important. Varying the shape of stationary arcing contact, electric field analysis is carried out and the optimal shpae of the fixed arcing contact where the electric field stress is low is designed.

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