• Title/Summary/Keyword: 다중회기분석

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A Multiple Regression Model for the Estimation of Monthly Runoff from Ungaged Watersheds (미계측 중소유역의 월유출량 산정을 위한 다중회귀모형 연구)

  • Yun, Yong-Nam;Won, Seok-Yeon;Kim, Won-Seok
    • Proceedings of the Korea Water Resources Association Conference
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    • 1991.07a
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    • pp.119-132
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    • 1991
  • 장기 수자원 개발계획의 수립에 필요한 월유출량의 추정을 위해, 수위계획지점의 유출자료를 사용하여 다중회귀분석으로 회귀모형을 수립함으로써 미계측지점의 월유출량 추정을 가능토록 하였다. 사용한 자료는 총 48개 수위관측소의 월유출량 및 기상·지상인자이며 이중 43개지점은 모형의 개발에 나머지 5개 지점은 모형의 검증에 이용하였다. 또한 모형을 유역별모형과 전체모형, 평균치모형과 개별자료모형으로 구분하여 모형-1, 모형-2, 모형-3 그리고 모형-4의 4개 모형을 수립하였으며, 검증결과 모형-2가 가장 적절한 모형으로 판단 되었다. 선정된 회기모형과 기존의 가지야마공식의 적용성을 통계적 방법에 의해 비교한 결과, 본 다중회기모형의 연유출량 뿐아니라 월별유출량의 변화성향을 매우 잘 나타내고 있으며, 적용 또한 용이함이 입증되었다.

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Exploring the Effect of Interaction between a Sense of Community and Marital Intimacy on the Learning Participation Motive : Focused on Church Family Ministry Program Participants (학습참여동기에 대한 공동체 의식과 부부 친밀감의 상호작용 효과 탐색 : 교회 가정사역 프로그램 참여자를 중심으로)

  • Lee, Chu Gang;Nam, Sunwoo
    • Journal of Christian Education in Korea
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    • v.67
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    • pp.117-156
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    • 2021
  • This study was conducted in order to investigate the effect of interaction bewteen a Sense of Community and Marital Intimacy effect on learning participation motive in the church family ministry program. In this study, data from 607 people(male: 302, female: 305) nationwide churches and institutes participating in church family ministry program were collected as analysis targets. The produced results from this study are: First, Emotional connection, one of the Marital Intimacy, has meaningful effect (t=6.087, p<.001) on Continuous motivation, one of the learning participation motive. Second, Membership, one of the Sense of Community, has meaningful effect (t=3.343, p<.001) on Intrinsic motivation, one of the learning participation motive. Third, Influence, one of the Marital Intimacy, has meaningful effect (t=5.358, p<.001) on Extrinsic motivation, one of the learning participation motive.

Categorical Financial Analyses on the Level of Corporate Cash Reserves for the Korean Chaebol Firms in the Post-Era of the Global Financial Crisis (국제금융위기 이후 한국 재벌기업들의 현금유보 수준에 대한 계층별 재무적 특성요인 분석)

  • Kim, Hanjoon
    • The Journal of the Korea Contents Association
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    • v.16 no.2
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    • pp.729-739
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    • 2016
  • The primary objective of implementing the study was to further investigate any pronounced financial components affecting the level of cash retention for the Korean chaebol firms. The research was framed to test for two hypotheses on the cash savings with utilizing the chaebol firms during the post-era of the global financial turmoil (from 2009 to 2013). In the first hypothesis test, any significant explanatory variables relative to the cash holdings, were identified in each corresponding category of the conditional quantile regression (CQR) model, while multilogistic regression analysis was performed to discriminate relevant financial factors in each pair of classes consisting of the chaebol firms. Concerning the results, liquidity, agency costs, and cash conversion cycle were found to be statistically significant in the majority of classified categories in the former test and liquidy, firm size, and dividend yield, also showed discriminating powers in each pair of categorical for the firms in the latter test.

Effects of Computer-Based Cognitive Rehabilitation on the Attention of Children with Autism Spectrum Disorder: A Single-Subject Study (전산화 인지재활이 자폐스펙트럼장애 아동의 주의력에 미치는 효과: 단일대상연구 )

  • Kim, Man-Je;Kim, Su-Kyoung
    • The Journal of Korean Academy of Sensory Integration
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    • v.21 no.2
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    • pp.1-11
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    • 2023
  • Objective : The purpose of this study was to investigate the effects of computerized cognitive rehabilitation on the attention of children with autism spectrum disorder (ASD). Methods : A multiple-baseline design was used in combination with a single-subject experimental research design. A total of 15 sessions were conducted three times a week, each lasting for 30 minutes. The maintenance and selective attention tests in the attention area of the computerized cognitive rehabilitation program were evaluated in random order after each session was completed. To evaluate the participants' selective attention, star cancellation tests was performed as pre- and post-tests. Results : After the computerized cognitive rehabilitation intervention, the accuracy of the participants' attention improved in terms of the maintenance and selective attention tests. In the analysis involving the two standard deviation bands, participants 1 and 2 showed a significant improvement, whereas participant 3 did not show a significant improvement, although the average value improved. Conclusion : The results of this study confirmed that cognitive rehabilitation involving a computerized cognitive rehabilitation program had a positive effect on the attention of three children with ASD.

The Effects of Sensory Integration Intervention for the Improvement of Sleep Quality in Adults: A Single-Subject Experimental Design (성인의 수면의 질 향상을 위한 감각통합중재의 효과: 단일사례 연구)

  • Hong, Cho Rong;Yoo, Eun Young;Park, Ji Hyuk;Park, Hae Yean
    • The Journal of Korean Academy of Sensory Integration
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    • v.17 no.2
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    • pp.1-17
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    • 2019
  • Objective : The purpose of this study was to investigate the effects of a sensory integration intervention to improve sleep quality in adults. Methods : The subjects of the study were three sleepless adults with sensory defensiveness. This study applied a multiple baseline design out of a single-subject study, with the process comprising 4 basic lines, 7 basic lines, and 14 basic lines. The intervention was conducted 3 times per week for a total of 12 times. Overall sleep time, sleep latency, and the number of times that participants awoke at night were measured during every session. Sleep quality, sensory integration capabilities (including sensory defensiveness), and sleep satisfaction were measured before and after treatment. Results : A visual analysis of total sleep time, sleep latency, and number of waking times during the night as measured daily after the sensory integration intervention was applied showed no noticeable improvement in any of the subjects. Conclusion : This study is meaningful in that it applied a sensory integration intervention to adults and proposed sensory integration therapy as a new method of intervention to treat sleep disorders.

A Study on the Reduction of Falling Deaths Using 4M (4M을 활용한 떨어짐 사망사고 저감 방안 연구)

  • Kim, Seung Eun;Park, Jong Young;Kim, Young Kweon
    • Journal of the Society of Disaster Information
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    • v.17 no.1
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    • pp.143-153
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    • 2021
  • Purpose: The purpose of this study was to analyze data from the Ministry of Health, Safety and Health and the Ministry of Employment and Labor, and the total number of deaths (disease + accidents) reached 2,020 in 2019 and the estimated economic loss was 27.6 trillion won. This is believed to be the time to present improvements to ensure that economic loss estimates are steadily increasing as in Table 1, and that government-level losses can be drastically reduced. Method: In this study, factors were selected through prior research, and reliability analysis, technical statistics and correlation analysis, and multi-term analysis were conducted through the Jamovi program for the analysis of results. Result: Multiple session analysis was conducted to verify the research theory indicated in this study, and the analysis showed that mechanical and management factors did not affect the fall death accident of the opening, and human factors, material and environmental factors had a static effect. In addition, mechanical and administrative factors do not affect the fall of the outer wall, and human and material and environmental factors have a static effect. Conclusion:: As a result of analyzing 450 falling deaths over the past 13 years among the data posted to the Korea Health and Safety Corporation, the most common causes of falling deaths were the openings and outer walls.

SEQUENTIAL ALGORITHMS FOR DYNAMIC STRUCTURAL IDENTIFICATION (구조물의 동특성 추정을 위한 순차적 기법)

  • Yun, C-B.;Lee, H-J.
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 1992.04a
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    • pp.13-18
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    • 1992
  • 구조물의 동적실험을 통하여 얻은 하중과 거동에 대한 시간기록을 분석하여, 구조계의 동 특성계수들을 추정하는 기법에 대하여 연구하였다. 실험과정 및 해석모형과정의 오차를 고려하기 위하여, 하중기록과 구조거동기록간의 관계를 추계론적 자동회기 및 이동평균모형(Stochastic Auto-Regressive and Moving-Average (ARMAX) Model)음 사용하여 모형화하였다. 미지의 ARMAX 계수행렬들은 순차적 예측오차기법을 사용하여 추정하였으며, 계수추정기법의 효율성을 증진시키기 위하여, Exponential Data Weighting, Global Data Weighting 및 Square Root Estimation 기법을 활용하였다. 다중거동측정계의 예제해석을 통하여 이의 효율성을 분석하였다.

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Study on Estimate of Thermal Resistance of PVC Frame Window Due to Material Composition (PVC 창호의 구성에 따른 단열성능 예측에 관한 연구)

  • Sung, Uk-Joo;Lee, Jin-Sung;Cho, Soo;Jang, Cheol-Yong;Paek, Sang-Hun;Song, Kyoo-Dong
    • Proceedings of the SAREK Conference
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    • 2006.06a
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    • pp.1075-1080
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    • 2006
  • Purpose of this study is proposal of estimating method about window thermal performance that based on KS F 2278 'Test method of thermal resistance for windows and doors' due to material composition of PVC frame window. First step of this study is research of present state about material composition of PVC frame window. Second is selection of main effective elements about window thermal resistance. For example, composition of Glazing, Frame area ratio of total window area, frame width, opening type, area of heat transfer and so on. Third is multiple regression analysis about thermal performance of PVC frame window due to main effective elements. It produces equations of multiple regression analysis due to opening type. Case of sliding window is $Y=0.149+0.034X_g+0.248X_{far}$, 4track sliding is $Y=0.584+0.175X_g+1.355X_{far}-0.008X_{fw}$, Tilt & Turn window is $Y=-0.161+0.076X_g+0.576X_{far}+0.0008X_{fw}$.

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The effect of Internal Marketing on Job Commitment of Workers in the Beauty Franchise Industry (뷰티 프렌차이즈 산업에서 내부마케팅이 종사자들의 직무몰입에 미치는 영향)

  • Shin, Dong-hwa;Kim, Hyun-joo
    • Journal of Convergence for Information Technology
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    • v.11 no.8
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    • pp.194-200
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    • 2021
  • The beauty industry continued to develop despite the difficult social environment, and in the process, small-scale beauty businesses grew rapidly into large-scale beauty franchises. Therefore, this study was conducted because it was considered that various internal marketing is necessary for workers in the beauty industry. In order to find out what kind of internal marketing has a great effect on job immersion for workers, from February 1, 2021 to March 2021 By the 31st, 220copies out of 250 questionnaires were collected and frequency analysis, reliability analysis, factor analysis, correlation analysis, and multiple regression analysis were performed with spss 22.0. Satisfying internal marketing was a reward system and it was found that it had the greatest influence on job commitment. Therefore, it is considered that the actual internal marketing that workers want should be planned.

Applying regional regression analysis of the hydrologic model parameters for assessing climate change impacts in the ungaged watershed (미계측 유역의 기후변화 영향평가를 위한 수문모형 매개변수의 지역회귀분석 적용)

  • Kim, Youngil;Seo, Seung Beom;Kim, Sung Jin;Kim, Young-Oh
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.219-219
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    • 2017
  • 상대적으로 유역의 관측 자료가 충분하지 못하거나 검증되지 않았을 경우 미계측 유역으로 정의되며 수문모형의 매개변수 검정을 할 수 없으므로 다른 방법을 고안해야 한다. 이를 위해 기존 연구에서는 지역적 특성을 고려한 지역회기분석을 통해 미계측 유역의 유량을 산정하였는데, 대부분 유역의 특성과 연 평균 유출량 자료의 관계를 이용한 회귀식으로 실시간 유량의 변화를 고려하기 어려웠다. 본 연구에서는 개념적 강우-유출모형으로 많이 사용되고 있는 개념적 수문모형인 GR4J의 매개변수에 대해 미계측 유역의 특성을 고려한 변수들을 이용하여 회귀식을 구하고 그 적용성을 평가하였다. 이를 통해 미계측 유역의 유량 시계열 자료를 생성할 수 있었다. 또한 IPCC에서 발간한 AR5의 RCP 4.5 시나리오를 적용하여 미래 유출량을 산정하였다. 우선 지역회귀분석을 적용하기 위해 수문모형을 이용한 계측 유역의 유출량을 구하였으며 22개의 전국 댐 상류 지점을 기준으로 SCE 알고리즘을 이용하여 GR4J의 최적 매개변수를 구하고 각 유역별로 물리적, 지형적, 기상학적 특성을 고려하여 11개의 변수를 선택하였다. 각 변수간 다중공선성(Multicollinearity)를 고려하기 위해 VIF(Variation Inflation Factor) test를 적용하여 최종 7개의 변수를 선정하고 단계별 회귀방법(Stepwise regression)을 이용하여 GR4J의 매개변수별 회귀식을 생성하였다.

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