• 제목/요약/키워드: Ordinary least square Method

검색결과 70건 처리시간 0.021초

횡단면 분석을 활용한 한국 산업용 도시가스 수요함수 추정 (Estimating the Demand Function for Industrial Natural Gas Use in Korea : A Cross-sectional Analysis)

  • 이복희;이혜정;유승훈;허성윤
    • 한국가스학회지
    • /
    • 제24권6호
    • /
    • pp.34-46
    • /
    • 2020
  • 미래의 안정적인 천연가스 수급을 위해서는 사전에 정확한 수요행태를 파악하고 이를 바탕으로 공급 물량을 확보하는 것이 필요하다. 본 논문은 향후 국내 천연가스 수요 증가의 핵심인 산업용 도시가스의 수요함수 추정 방법론을 제안하여 보다 정확하게 국내 천연가스 수요 특성을 파악하고 안정적인 공급계획 수립에 도움이 되고자 하였다. 국내 304개 산업체의 횡단면 자료를 활용하여 산업용 도시가스 수요함수를 추정하였고, 도시가스 가격, 산업체 매출 이외에 자본투자, 제조원가 등 산업체의 운영 특수성이 수요에 미치는 영향을 도출하였다. 최종적으로 특이치에 강건하고, 오차항의 동분산 및 정규성을 가정하지 않는 최소절대편차추정법을 선택하여 결과 값을 도출하였다. 추가로 산업용 도시가스의 가격탄력성 값을 활용하여 산업용 도시가스의 경제적 가치를 추정하였다. 분석 결과, 산업체에 도시가스를 확대 공급하는 것이 국가 차원에서 이득이 되는 것으로 나타났으며, 따라서 정부는 산업용 도시가스 지원 정책을 통해 보급 확대를 추진할 필요가 있다.

The Determinants of The Bank Regulation and Supervision on The Efficiency of Islamic Banks in Different Country's Income Level

  • MOHD NOOR, Nor Halida Haziaton;BAKRI, Mohammed Hariri;WAN YUSOF, Wan Yusrol Rizal;MOHD NOOR, Nor Raihana Asmar;ABDULLAH, Hasni;MOHAMED, Zulkifli
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권12호
    • /
    • pp.721-730
    • /
    • 2020
  • This study investigates the impact of the country's governance on the revenue efficiency of 108 Islamic banks from 26 countries offering Islamic banking and finance products services. The technical efficiencies of individual Islamic banks have been analyzed using the Data Envelopment Analysis method. The data will be pooled across the selected countries and utilize the intermediation approach. The Ordinary Least Square estimation method is employed to examine the impact of country supervision and regulation on the technical efficiency of Islamic banks. As robustness check, the study examines the impact of the level of bank regulations and supervision on the efficiency of Islamic banks operating in different income-level countries. The results found that the stricter the supervisory power, the less strict capital requirement, the tighter the restrictions on non-banking activities, and the stricter the private monitoring enhance statistically significantly the level of efficiency of Islamic banks. In upgrading the regulations and supervision of the Islamic banks, the existing regulatory framework based on the Basel Committee on Banking Supervision (BCBS) must be complemented with the prescriptions on Islamic banking or Shariah compliance diligently, so that the Islamic banks could be regulated accurately and further improve the technical efficiency of their operations.

The Determinants of Bank Regulations and Supervision on the Efficiency of Islamic Banks in MENA Regions

  • MOHD NOOR, Nor Halida Haziaton;BAKRI, Mohammed Hariri;WAN YUSOF, Wan Yusrol Rizal;MOHD NOOR, Nor Raihana Asmar;ABDULLAH, Hasni
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권12호
    • /
    • pp.245-254
    • /
    • 2020
  • This study investigates the impact of the country's governance on the revenue efficiency in the banking sectors of 42 Islamic banks in 15 countries offering Islamic banking and financial services. Technical efficiencies of individual Islamic banks were analyzed using the Data Envelopment Analysis method. The Ordinary Least Square estimation method is employed to examine the impact of country supervision and regulation on the technical efficiency of Islamic banks. With robustness check, the study assesses the impact of bank regulations and supervision on the efficiency of Islamic banks operating in different regions. The empirical findings suggest that supervisory power, activity restrictions, and private monitoring positively influence the efficiency of Islamic banks. On the other hand, we observe a negative impact of capital requirement on Middle East and North Africa (MENA) countries. The findings indicate that supervisory power, activity restrictions, and private monitoring positively influence the efficiency of Islamic banks in Asia, but vice versa on capital requirement in MENA countries. This study will contribute to the body of knowledge by assessing the types of reforms in bank regulations and supervision that work best for Islamic banks in order to increase the level of efficiency and the level of regulations and supervision of Islamic banks.

계량경제모형간 국내 총화물물동량 예측정확도 비교 연구 (A Comparative Study on the Forecasting Accuracy of Econometric Models :Domestic Total Freight Volume in South Korea)

  • 정성환;강경우
    • 대한교통학회지
    • /
    • 제33권1호
    • /
    • pp.61-69
    • /
    • 2015
  • 이 연구에서는 국내 총 화물물동량에 대한 5개 계량경제모형들의 예측정확도를 비교한다. 적용된 5개 모형은 통상최소자승모형, 부분조정모형, 축소된 자기회귀분포시차모형, 벡터자기회귀 모형, 시간변동계수모형이다. 모형의 추정과 예측은 1970-2011년 동안의 연간 국내 화물물동량 자료와 광공업생산지수를 이용하여 수행되었다. 5개 모형은 반복적인 예측방법을 이용하여 1년 후, 3년 후, 5년 후 예측성능이 비교되었다. 추가적으로 장래변동성의 크기에 따라 두 예측기간으로 나누어 예측정확도를 비교하였고, 결과적으로 시간변동계수모형은 변동을 갖는 예측기간에 대해서 가장 높은 정확도를, 반면에 벡터자기회귀 모형은 점진적인 변화를 갖는 예측기간에 대해서 다른 모형에 비해 우수한 성능을 보여주는 것으로 분석되었다.

분위회귀분석법을 이용한 노인 고혈압 환자의 자가간호에 따른 분위별 영향 요인 (Predictors of Self-care Behaviors among Elderly with Hypertension using Quantile Regression Method)

  • 이은주;박은아
    • 성인간호학회지
    • /
    • 제27권3호
    • /
    • pp.273-282
    • /
    • 2015
  • Purpose: The objective of this study was to identify the predictors of self-care behaviors among elderly patients with hypertension using quantile regression method. Methods: A total of 253 elderly patients diagnosed with hypertension was recruited via 3 different medical clinics for the study. The quantile regression and a liner regression was conducted using Stata 12.0 program by analyzing predictors of self-care behaviors. Results: In the ordinary least square, self-efficacy, period of disease, and education level explained 42% of the variance in self-care activities. In the quantile regression, affecting predictors of self-care behaviors were self-efficacy for all quantiles, the period of disease for from 60% quantile to 90% quantile, education level for 20%, 30%, and 50% quantiles, economic status for 10%, 50%, and 60% quantiles, age for 10%, 70% quantiles, fatigue for 10% quantile, knowledge about hypertension for 10% and 20% quantiles, and depression for 30% and 40% quantiles. Conclusion: The affecting predictors of self-care behaviors among elderly with hypertension were different from the level of self-care behaviors. These results indicated the significance in assessing predictors according to the level of self-care behaviors when clinical nurses examine the patients' health behaviors and plan any intervention strategies. Specially, education level and knowledge about hypertension were the significant predictors of self-care activities for low quantiles. Clinical nurses may promote self-care activities of the given population though health education programs.

기업지배구조와 현금 보유와의 관계: 유통 상장 기업에 대한 연구 (Corporate Governance and Cash Holdings in Retail Firms)

  • 이정환
    • 유통과학연구
    • /
    • 제14권12호
    • /
    • pp.129-139
    • /
    • 2016
  • Purpose - This paper examines the explanatory power of the agency theory in the determination of cash holdings for Korean retail firms. If the agency theory holds, a firm with strong corporate governance structure tends to have low cash holdings. A strong governance structure makes the CEO of this firm to behave in the interests of shareholders and thus the CEO has low incentive to stockpile cash holdings, which can be easily diverted for the CEO's own managerial purposes. We investigate this relationship between corporate governance structure and cash holdings, by using corporate governance scores as a proxy variable that captures the effectiveness of corporate governance mechanism. Research design, data, and methodology - We adopt the sample of publicly listed retail firms in KOSPI market from 2005 to 2013. Financial and accounting statements are gathered from the WISEfn database. We also use the corporate governance scores published by Korean Corporate Governance Service. The relationship between the corporate governance scores and cash holdings is cross-sectionally estimated based on the ordinary least square method. This estimation method is widely accepted in the existing literature. The sample of large conglomerates, Chebol, and the remainder firms are separately examined as well, to account for the distinctive internal financing environment in these large conglomerates. Results - We mainly contribute to the extant literature by providing empirical evidence against the agency theory of cash policy. Unlike the prediction of agency theory, we confirm statistically insignificant or even positive correlations between the set of corporate governance scores and cash-asset ratios. Almost all the major corporate governance attributes including total score, shareholder rights, board structure, and the quality of information disclosure do not show negative correlations with cash holdings, which poses a strong challenge to the validity of the agency theory in the determination of retail firms' cash holdings. Conclusions - This study presents interesting empirical results with respect to the cash policy in Korean retail firms. Consistent to prior studies, I verify that the agency theory only limitedly explains the level of cash holdings. Future studies may obtain more robust results by examining a longer sample period.

분위회귀분석을 이용한 개업 치과의사의 의료수익과 소득에 미치는 요인 (Factors Associated with Dental Revenue and Income of Self-Employed Dentist by Using a Quantile Regression Method)

  • 최형길;김명기
    • 보건행정학회지
    • /
    • 제25권3호
    • /
    • pp.240-251
    • /
    • 2015
  • Background: Dentist's income is quite variable. We investigate the factors underlying the distribution of dental revenue and dentist income. Methods: Financial and structural variables of private dental practices(N=13,967) were examined with 2010 Economic Census microdata which include non-insurance revenue. We conducted quantile regression method(QRM) and ordinary least square(OLS) in treating skewness and heteroskedasticity of distributions. The effective estimation for the upper and lower range of distribution becomes possible by QRM. Results: Mid-career dentists are shown to have higher revenue and income. Male dentists achieve the higher revenue and income than female dentists in all quantiles. Group practices show lower income per owner than solo practices significantly. The revenue and income are increased with increasing size of clinics. The high cost in renting the clinic office is found to have a big positive effect on the revenue but a little positive effect on the income. Interestingly the density of dentists shows negative effect on the lowest quantile of the revenue but positive effect on the highest quantile. The lowest quantile of the revenue in the capital areas have the relatively high revenue. The lowest quantile of the income in metropolitan city show higher income than those in other areas significantly. Conclusion: The suggested QRM is shown to have more effective and efficient tool in finding out determinants of dentists' revenue and income of our concern. The results of this study are expected to be employed for dentists preparing for the opening practices in their organizational settings and locational selections. The distributional efficiency of dental human resources could be accomplished if policy makers guide dentists with this knowledge.

ESG투자를 통한 최적자산배분과 후생개선 요인분석에 관한 연구 (A Study on the Analysis of Optimal Asset Allocation and Welfare Improvemant Factors through ESG Investment)

  • 현상균;이정석;이준희
    • 품질경영학회지
    • /
    • 제51권2호
    • /
    • pp.171-184
    • /
    • 2023
  • Purpose: First, this paper suggests an alternative approach to find optimal portfolio (stocks, bonds and ESG stocks) under the maximizing utility of investors. Second, we include ESG stocks in our optimal portfolio, and compare improvement of welfares in the case with and without ESG stocks in portfolio. Methods: Our main method of analysis follows Brennan et al(2002), designed under the continuous time framework. We assume that the dynamics of stock price follow the Geometric Brownian Motion (GBM) while the short rate have the Vasicek model. For the utility function of investors, we use the Power Utility Function, which commonly used in financial studies. The optimal portfolio and welfares are derived in the partial equilibrium. The parameters are estimated by using Kalman filter and ordinary least square method. Results: During the overall analysis period, the portfolio including ESG, did not show clear welfare improvement. In 2017, it has slightly exceeded this benchmark 1, showing the possibility of improvement, but the ESG stocks we selected have not strongly shown statistically significant welfare improvement results. This paper showed that the factors affecting optimal asset allocation and welfare improvement were different each other. We also found that the proportion of optimal asset allocation was affected by factors such as asset return, volatility, and inverse correlation between stocks and bonds, similar to traditional financial theory. Conclusion: The portfolio with ESG investment did not show significant results in welfare improvement is due to that 1) the KRX ESG Leaders 150 selected in our study is an index based on ESG integrated scores, which are designed to affect stability rather than profitability. And 2) Korea has a short history of ESG investment. During the limited analysis period, the performance of stock-related assets was inferior to bond assets at the time of the interest rate drop.

Response Matrix에 의한 감마선(線) Spectrum 및 그 조사선량(照射線量) 해석(解析) (Analysis of Gamma-ray Spectrum and Assessment of Corresponding Exposure Rate by Means of Response Matrix Method)

  • 김성관;전재식
    • Journal of Radiation Protection and Research
    • /
    • 제11권1호
    • /
    • pp.3-14
    • /
    • 1986
  • $3'{\times}3'$ 원통형 NaI(T1) 검출기와 다중파고분석기(多重波高分析器)를 사용하여 측정한 $0.05{\sim}2.0MeV$ 구간의 ${\gamma}$선 spectrum에서 실(實)spctrum을 구하기 위하여 조사선량율(照射線量率)산출에 편리한 response matrix 방법을 사용하였다. Response mateix 구성에는, 위의 에네지 구간을 0.1 MeV의 등간격으로 나눈 $20{\times}20$ matrix로 한것과 검출기의 분해능이 입사 ${\gamma}$선 에너지의 평방근(平方根)에 의존한다는 가정하에 $0.1(MeV)^{1/2}$구간으로 나누어 $14{\times}14$ matrix로 구성한, 두가지 방법을 사용하였으며 그 역(逆)matrix들은 P-E 82/32 콤퓨터로 계산하였다. 이 방법으로 얻은 조사선량율은 에너지와 flux가 알려진 ${\gamma}$선량(陽)에 대하여 흔히 사용되는 계산방법으로 구한값과 10% 이내에서 일치하고 있으며, 선량측정학적(線量測定學的) 견지에서는 $E^{1/2}$ 구간으로 형성된 matrix가 등에너지간격으로 구성된 것보다 현실적인 것으로 판단되었다.

  • PDF

지리시간가중 회귀모형을 이용한 주택가격 영향요인 분석 (Application of geographical and temporal weighted regression model to the determination of house price)

  • 박세희;김민수;백장선
    • Journal of the Korean Data and Information Science Society
    • /
    • 제28권1호
    • /
    • pp.173-183
    • /
    • 2017
  • 본 연구는 아파트 개별 실거래가격에 대한 시공간 자료를 활용하여 아파트 매매가격에 영향을 미치는 요인을 시계열적 흐름과 공간적 변화를 반영한 지리시간가중 회귀모형 (geographical temporal weighted regression; GTWR)모형을 적용하여 분석하였다. 기존 연구에서 활용되었던 일반적인 접근방법인 최소제곱 (ordinary least square; OLS) 회귀모형과 공간 데이터를 분석하기 위한 공간계량 모델 중 가장 많이 활용되고 있는 지리가중 회귀모형 (geographically weighted regression;GWR)과 달리 GTWR은 주택가격 특성을 고려함에 있어서 시간과 공간을 함께 고려함으로써 보다 정밀한 평가모형이 될 것으로 기대되었다. 본 연구에 사용된 주택가격결정 설명 요인들 중에서 건축연도 및 전용면적이 주택가격을 결정하는데 유의적인 영향을 미치는 것으로 나타났으며, 주택가격이 시간적 공간적 특성 모두에 의하여 유의적으로 설명되었다.