• 제목/요약/키워드: Instrumental Variable Method

검색결과 46건 처리시간 0.026초

The Factors Affecting on Elderly' Life Satisfaction in the Residential Environments

  • Jeong, Jae Hoon
    • Architectural research
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    • 제16권4호
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    • pp.149-156
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    • 2014
  • This research is designed to identify factors that affect life satisfaction of the Korean elderly by studying residential environments and individual personalities as independent variables, and life satisfaction of the elderly as a dependent variable. It also includes emotional and instrumental support to describe relations between variables as mediating variables. It utilizes a questionnaire survey as its research method and studies those aged 65 and over living in urban, suburban and rural areas. In addition, regression and path analysis is used to identify casual links between different variables. The results are as follows: (1) Direct factors that impact emotional support are home ownership (direct effect= -.18) and transportation services (.15). That is, those who own their home and have easy access to public transpiration show increased levels of emotional support. (2) Direct factors that affect instrumental support are economic status (direct effect= .311) and living arrangement (.17). In other words, those who are financially stable and live with their children have more instrumental support. (3) Factors linked directly to life satisfaction of the elderly are their age (direct effect= -.10), health status (.19), economic status (.25), region of living (.22) and housing type (.19). (4) Among the mediating variables, emotional support has direct effect (.45) while instrumental support has indirect effect (.16).

소각 프린트의 증기발생 및 배기가스에 대한 파라메트릭 ARX 모델규명 (Identification of a Parametric ARX Model of a Steam Generation and Exhaust Gases for Refuse Incineration Plants)

  • 황이철
    • 제어로봇시스템학회논문지
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    • 제8권7호
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    • pp.556-562
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    • 2002
  • This paper studies the identification of a combustion model, which is used to design a linear controller of a steam generation quantity and harmful exhaust gases of a Refuse Incineration Plant(RIP). Even though the RIP has strong nonlinearities and complexities, it is identified as a MIMO parametric ARX model from experimental input-output data sets. Unknown model parameters are decided from experimental input-output data sets, using system identification algorithm based on Instrumental Variables(IV) method. It is shown that the identified model well approximates the input-output combustion characteristics.

쓰레기 소각 플랜트의 모델규명 (Model Identification of Refuse Incineration Plants)

  • 황이철;김진환
    • 동력기계공학회지
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    • 제3권2호
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    • pp.34-41
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    • 1999
  • This paper identifies a linear combustion model of Refuse Incineration Plant(RIP) which characterizes its combustion dynamics, where the proposed model has thirteen-inputs and one-output. The structure of the RIP model is given as an ARX model which obtained from the theoretical analysis. And then, some unknown model parameters are decided from experimental input-output data sets, using system identification algorithm based on Instrumental Variables(IV) method. In result, it is shown that the proposed model well approximates the input-output combustion characteristics riven by experimental data sets.

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Dynamic Analysis of Sliders in Optical Memory System

  • Gyeong Hwa, Im;Chae Heon, An
    • 한국반도체및디스플레이장비학회:학술대회논문집
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    • 한국반도체및디스플레이장비학회 2003년도 추계학술대회 발표 논문집
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    • pp.200-206
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    • 2003
  • Identification method is formulated to evaluate the dynamic characteristics of air bearings under NFR (Near Field Recording) sliders. Using dynamic analysis, impulse responses and frequency response functions of NFR sliders are obtained on numerical non-linear models including rigid motion of slider and fluid motion of air bearing under the slider. System parameters are identified by modal analysis method and instrumental variable method. The identified system parameters of sliders are utilized to evaluate the dynamic characteristics of air bearings.

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가족내 자녀수가 자녀에 대한 사교육 투자에 미치는 영향 (Effects of Family Size on Private Tutoring Expenditures in Korea)

  • 강창희;현보훈
    • 노동경제논집
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    • 제35권1호
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    • pp.111-136
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    • 2012
  • 본 연구는 한국여성정책연구원의 "여성가족패널조사(Korean Longitudinal Survey of Women & Families: KLoWF)" 자료를 이용하여 가족내 자녀수가 개별 자녀에 대한 사교육 투자에 미치는 영향을 분석한다. 자녀수의 내생성 문제를 해결하기 위해 본 연구에서는 첫째 자녀의 성별을 도구변수로 활용한다. 추정 결과에 의하면 자녀수가 개별 자녀에 대한 사교육 투자에 미치는 영향은 자녀의 성별에 따라 다른 방식으로 나타난다. 가족내 자녀수는 둘째 자녀 딸에 대한 사교육비 지출에는 부정적인 영향을 미치지만, 그것이 둘째 자녀 아들에게 미치는 영향은 확정적이지 않다. 이는 자녀의 수와 질 간의 대체관계가 성별에 따라 다르게 나타남을 암시한다.

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ANALYSIS AND PAEAMETER ESTIMATION OF LINEAR CONTINUOUS STSTEMS USING LINEAR INTEGRAL FILLTER

  • Sagara, Setsuo;Zhao, Zhen-Yu
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1988년도 한국자동제어학술회의논문집(국제학술편); 한국전력공사연수원, 서울; 21-22 Oct. 1988
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    • pp.1045-1050
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    • 1988
  • The problem of applying the linear integral filter in analysis and parameter estimation of linear continuous systems is discussed. A discrete-time model, which is equivalent to that obtained using the bilinear z transformation, is derived and employed to predict system output. It is shown that the output error can be controlled through the sampling interval. In order to obtain unbiased estimates, an instrumental variable (IV) method is proposed, where the instrumental variables are constituted using adaptive filtering. Some problems on implementation of the recursive IV algorithm are discussed. Both theoretical analysis and simulation study are given to illustrate the proposed methods.

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경계의 방향성에 근거를 둔 가변블록형상 적응 예측영상부호화 (Adaptive Predictive Image Coding of Variable Block Shapes Based on Edge Contents of Blocks)

  • 도재수;김주영;장익현
    • 한국정보처리학회논문지
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    • 제7권7호
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    • pp.2254-2263
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    • 2000
  • This paper proposes an efficient predictive image-compression technique based on vector quantization of blocks of pels. In the proposed method edge contents of blocks control the selection of predictors and block shapes as well. The maximum number of bits assigned to quantizers has been in creased to 3bits/pel from 1/5bits/pel, the setting employed by forerunners in predictive vector quantization of images. This increase prevents the saturation in SNR observed in their results in high bit rates. The variable block shape is instrumental in eh reconstruction of edges. The adaptive procedure is controlled by means of he standard deviation ofp rediction errors generated by a default predictor; the standard deviation address a decision table which can be set up beforehand. eh proposed method is characterized by overall improvements in image quality over A-VQ-PE and A-DCT VQ, both of which are known for their efficient use of vector quantizers.

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오프셋 제거방식을 이용한 상호연관 시스템의 적응제어 (Self Tuning Control of Interconnected System wsing Offset Rejection Techniques)

  • 양흥석;김영철;박용식
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1987년도 한국자동제어학술회의논문집; 한국과학기술대학, 충남; 16-17 Oct. 1987
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    • pp.214-217
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    • 1987
  • In this paper self tuning control of interconnected systems are dealt in view point of large scale system control. The plant model is given in multiple ARMA process. This process is simplified as independent SISO ARMA process having offset terms. This offset was considered as effects of interconnections. In each decentralized system, self tuning controller with instrumental variable method is adopted. As a result, this algorithm enables the parameter estimation to be unbiased and non-drift. This controller contains a new implicit offset rejection technique. Simulation results considers well with the analysis in case of linear interconnection.

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오프셋 모형화 기법을 이용한 상호연관 시스템의 분산형 적응제어 (Decentralized Adaptive Control of Interconnected System using Off-Set Modeling)

  • 양흥석;박용식;주성순
    • 대한전기학회논문지
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    • 제37권12호
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    • pp.879-883
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    • 1988
  • In this paper, self tuning control of interconnected systems are dealt in view point of large scale system control. The plant model is given in MIMO ARMA procss. This process is simlified as independent SISO ARMA processes having offset terma, which are considered as effects of interconnections. In each decentralized system, self tuning controller with instrumental variable method is adopted. As a result, this algorithm enables the paramter estimation to be unbiased and non-drift. This controller contains a new implicit offset rejection technique. Simulation results consider well with the analysis in case of linear interconnection.

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A Test for Autocorrelation in Dynamic Panel Data Models

  • Jung, Ho-Sung
    • 한국통계학회:학술대회논문집
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    • 한국통계학회 2005년도 추계 학술발표회 논문집
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    • pp.167-173
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    • 2005
  • This paper presents an autocorrelation test that is applicable to dynamic panel data models with serially correlated errors. The residual-based GMM t-test is a significance test that is applied after estimating a dynamic model by using the instrumental variable(IV) method and is directly applicable to any other consistently estimated residuals. Monte Carlo simulations show that the t-test has considerably more power than the $m_2$ test or the Sargan test under both forms of serial correlation (i.e., AR(1) and MA(1)).

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