• Title/Summary/Keyword: financial time series

검색결과 265건 처리시간 0.022초

기업의 특허활동이 경영성과에 미치는 영향에 관한 연구 - 통신 산업의 시차분석을 중심으로 (A Study on the Effect of Firm's Patent Activity on Business Performance - Focuss on Time Lag Analysis of IT Industry)

  • 이준혁;김갑조;박상성;장동식
    • 디지털산업정보학회논문지
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    • 제9권2호
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    • pp.121-137
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    • 2013
  • Now days, firm's technology capability is recognized as important factor to forecast and to evaluate firm's business performance. There are many efforts to develop useful indicators by applying patent information that includes concrete description about technology. Many previous studies analyzed relationship between patent indicators and firm's performance. But they didn't consider time gap between a point of firm's invention activity and a point of firm's performance improvement. They didn't considered a character of industrial fields either. To overcome these limitations, we selected IT industry for target analysis industry. Time-series patent data and financial data from 41 American IT firms between 2000 and 2011 were used to analyze. In this study, We empirically analyzed subsequent effect of patent indicators on firm's business performance by using correlation analysis and regression analysis.

Characterizing Co-movements between Indian and Emerging Asian Equity Markets through Wavelet Multi-Scale Analysis

  • Shah, Aasif;Deo, Malabika;King, Wayne
    • East Asian Economic Review
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    • 제19권2호
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    • pp.189-220
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    • 2015
  • Multi-scale representations are effective in characterising the time-frequency characteristics of financial return series. They have the capability to reveal the properties not evident with typical time domain analysis. Given the aforesaid, this study derives crucial insights from multi scale analysis to investigate the co-movements between Indian and emerging Asian equity markets using wavelet correlation and wavelet coherence measures. It is reported that the Indian equity market is strongly integrated with Asian equity markets at lower frequency scales and relatively less blended at higher frequencies. On the other hand the results from cross correlations suggest that the lead-lag relationship becomes substantial as we turn to lower frequency scales and finally, wavelet coherence demonstrates that this correlation eventually grows strong in the interim of the crises period at lower frequency scales. Overall the findings are relevant and have strong policy and practical implications.

일반 자기회귀 이분산 모형을 이용한 시계열 자료 분석 (Analyzing financial time series data using the GARCH model)

  • 김삼용;김진아
    • Journal of the Korean Data and Information Science Society
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    • 제20권3호
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    • pp.475-483
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    • 2009
  • 본 연구에서는 한국종합주가지수 데이터를 이용하여 다양한 비선형 시계열 모형들을 소개하였다. 조건부 평균의 선형 모형으로는 상수항 모형, 자기회귀 모형을 살펴보았으며, 비선형 모형으로는 분계점 자기회귀 모형, 지수적 자기회귀 모형을 살펴보았다. 조건부 분산 모형으로는 일반 자기회귀 이분산 모형과 지수적 일반 자기회귀 이분산 모형, Glosten 등 (1993)의 모형 그리고 일반화 이항멱변환 분계점 일반 자기회귀 이분산 모형을 살펴보았다. 한편, 일반화 이항멱변환 분계점 일반 자기회귀 이분산 모형은 대표적 비대칭성 이분산성 모형인 Zakoian (1993) 모형과 Li와 Li (1996) 모형을 효과적으로 통합할 수 있는 변형된 모형이다. 본 연구에서는, 한국종합주가지수 데이터를 분석하여 새로운 모형의 효율성을 증명하였다.

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이익 공시시점과 주가지연반응 (Timing of Earnings Announcement and Post-Earnings-Announcement-Drift(PEAD))

  • 김형순
    • 아태비즈니스연구
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    • 제9권4호
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    • pp.137-155
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    • 2018
  • It has been reported that there is a significant positive relationship between the unexpected earnings on the earnings announcement date and the cumulative abnormal returns following the earnings announcement date. This study investigates whether the results of prior studies are because the public announcement of shareholders' meeting date was selected as the event date instead of either the preliminary earnings disclosure date or the profit/loss change announcement date. The results of this study are as follows. First, post-earnings-announcement drift(PEAD) occurs when unexpected earnings were computed based on the prior period earnings and the public announcement of the shareholders' meeting date as the profit disclosure date. Second, when analyzing the PEAD with the unexpected earnings calculated using the financial analysts' forecasts, no PEAD has been found both on the date of the shareholders' meeting and the earlier date of the preliminary earnings disclosure, profit/loss change announcement, or the public announcement of the shareholders' meeting. Foster et al. (1984) analyze the PEAD using time series model and earnings forecasting model and suggest that the PEAD appears only in the time series model. In this study, too, in the case of using analysts' profit forecasts, the lack of the PEAD shows that the PEAD can be changed according to the method of measuring the unexpected earnings.

The Effect of Banking Industry Development on Economic Growth: An Empirical Study in Jordan

  • ALMAHADIN, Hamed Ahmad;AL-GASAYMEH, Anwar;ALRAWASHDEH, Najed;ABU SIAM, Yousef
    • The Journal of Asian Finance, Economics and Business
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    • 제8권5호
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    • pp.325-334
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    • 2021
  • This study aims to investigate whether economic growth is elevated by banking industry development in Jordan. The study adopts time-series econometric methodologies, which comprise the bounds testing approach within the autoregressive distributed lag (ARDL) and the conditional causality analysis. Consistent with the assumptions of the adopted methodology, the study utilized annual time-series data for a relatively long period of thirty-nine years, between 1980 and 2018. The empirical results show that Jordan's economic growth is strongly responsive in respect to any changes in banking industry development. Also, the results reveal the harmful impact of rising lending interest rate; as this rate increases, economic growth will decrease. The findings are in line with the conceptual arguments of the supply-leading hypothesis, which confirmed that banking development is considered as one of the main pillars that have stimulating effects on economic growth. The evidence of the current study may provide important implications for policymakers and bankers. Those professionals should work to maintain a stable regulatory system that enhances the banking system function in activating economic growth. Also, a considerable focus should be placed on designing a steady interest rate policy to avoid the inherently undesirable impacts of high-interest rates on the Jordanian economy.

원/달러환율과 원/엔 환율 관계에 관한 시계열 모형연구 (Time series models based on relationship between won/dollar and won/yen exchange rate)

  • 이훈자
    • Journal of the Korean Data and Information Science Society
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    • 제27권6호
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    • pp.1547-1555
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    • 2016
  • 환율의 변동은 국가의 경제뿐만 아니라 사회, 산업, 문화 등의 전 분야에 영향을 준다. 본 연구에서는 원/엔 환율을 원/달러 환율로 설명하는 시계열모형을 연구하고자 한다. 각 환율자료들은 1999년 1월1일부터 2015년 12월 31일까지의 17년간의 일별자료를 2008년 9월13일 시작된 세계금융위기를 기점으로 두 기간으로 나누어 분석하였다. 첫 기간은 1999년 1월 1일부터 2008년 9월 12일까지의 3543개의 일별자료를 분석했고 두 번째 기간에서는 2008년 10월 1일부터 2015년 12월31일까지의 2650개의 일별자료를 분석했다. 환율의 변동성 설명을 위해 AR+IGARCH 모형으로 분석하였다. 첫 번째 기간과 두 번째 기간 모두 AR+IGARCH (1,1) 모형으로 추정된 원/엔 환율이 실제값 보다 약간씩 과소추정이 되었다.

해외건설사업이 건설업체 재무적 안정성에 미치는 영향 분석 (Influence of Overseas Construction Business on Construction Companies' Financial Stability)

  • 조규수;이상효;김재준
    • 한국건설관리학회논문집
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    • 제14권1호
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    • pp.43-51
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    • 2013
  • 일련의 건설업체들의 사업 구조 변화 과정을 살펴보면 국내건설시장과 해외건설시장의 수주 규모가 건설업체의 재무적 상황과 특정한 관계가 있을 것으로 판단된다. 이러한 관점에서 본 연구에서는 해외건설사업과 건설업체의 재무 건전성 간에 관계성을 실증분석하는 것을 목적으로 한다. 본 연구에서는 유동성 지표는 유동비율을 안정성 지표는 부채비율을 분석에 활용하였다. 분석변수의 시계열 자료는 2000년부터 2010년까지의 분기별 자료이다. 본 연구에서는 유동비율과 해외 및 국내 건설수주액을 활용한 모형을 Model 1로, 부채비율과 해외 및 국내건설수주액을 활용한 모형을 Model 2로 구분하여 분석을 수행하였다. 분석결과 현재 해외건설수주액 증가가 유동비율을 증가시킴으로서 단기 자금회전은 원활히 할 수 있지만 전체적인 관점에서 부채비율을 낮추는 데에는 효과가 낮은 것으로 나타났다. 이에 따라 현재 급격한 해외건설사업 규모 증대를 긍정적인 현상으로 보기에는 무리가 있을 것으로 판단된다.

병원의 미래 현금흐름 정보예측 (A Study on the Predictability of Hospital's Future Cash Flow Information)

  • 문영전;양동현
    • 한국병원경영학회지
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    • 제11권3호
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    • pp.19-41
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    • 2006
  • The Objective of this study was to design the model which predict the future cash flow of hospitals and on the basis of designed model to support sound hospital management by the prediction of future cash flow. The five cash flow measurement variables discussed in financial accrual part were used as variables and these variables were defined as NI, NIDPR, CFO, CFAI, CC. To measure the cash flow B/S related variables, P/L related variables and financial ratio related variables were utilized in this study. To measure cash flow models were designed and to estimate the prediction ability of five cash flow models, the martingale model and the market model were utilized. To estimate relative prediction outcome of cash flow prediction model and simple market model, MAE and MER were used to compare and analyze relative prediction ability of the cash flow model and the market model and to prove superiority of the model of the cash flow prediction model, 32 Regional Public Hospital's cross-section data and 4 year time series data were combined and pooled cross-sectional time series regression model was used for GLS-analysis. To analyze this data, Firstly, each cash flow prediction model, martingale model and market model were made and MAE and MER were estimated. Secondly difference-test was conducted to find the difference between MAE and MER of cash flow prediction model. Thirdly after ranking by size the prediction of cash flow model, martingale model and market model, Friedman-test was evaluated to find prediction ability. The results of this study were as follows: when t-test was conducted to find prediction ability among each model, the error of prediction of cash flow model was smaller than that of martingale and market model, and the difference of prediction error cash flow was significant, so cash flow model was analyzed as excellent compare with other models. This research results can be considered conductive in that present the suitable prediction model of future cash flow to the hospital. This research can provide valuable information in policy-making of hospital's policy decision. This research provide effects as follows; (1) the research is useful to estimate the benefit of hospital, solvency and capital supply ability for substitution of fixed equipment. (2) the research is useful to estimate hospital's liqudity, solvency and financial ability. (3) the research is useful to estimate evaluation ability in hospital management. Furthermore, the research should be continued by sampling all hospitals and constructed advanced cash flow model in dimension, established type and continued by studying unified model which is related each cash flow model.

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Corporate Governance and Earnings Management: A Study of Vietnamese Listed Banks

  • TRAN, Quoc Thinh;LAM, To Trang;LUU, Chi Danh
    • The Journal of Asian Finance, Economics and Business
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    • 제7권12호
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    • pp.389-395
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    • 2020
  • Earnings management is a matter of concern for organizations because it affects the interests of stakeholders. This reduces the quality of information on financial statements of the organizations when the organization performs earnings management behavior. The objective of the article is to examine the impact of corporate governance on earnings management of all Vietnamese listed banks from 2015 to 2019. The article uses time-series data and ordinary least square (OLS) with Eviews 10.0 software to test the regression model. The agency and asymmetry information theory is used to explain the relationship between corporate governance and earnings management. The study results show that two variables - the foreign members of the board of directors and audit committee - have an opposite effect on earnings management behavior of Vietnamese listed banks. Therefore, the managers of listed banks need to raise awareness to express responsibility for honest and reasonable information on the financial statements. This creates trust and credibility for stakeholders. Moreover, Central bank of Vietnam should monitor regularly and enforce strict sanctions to limit earnings management behavior of listed banks. This contributes to improving the quality of accounting information in the Vietnamese banking sector to meet the trend of international economic integration.

지방정부 사회복지비 지출수준의 결정요인 분석 (Determinants of the Social Welfare Expenditure in Local Government)

  • 김교성;이재완
    • 한국사회복지학
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    • 제41권
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    • pp.68-92
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    • 2000
  • The purpose of this study is to analyze the determinants of social welfare expenditure in local government. The period of 1995 through 1998 data in Seoul, 6 other metropolitan areas, and 9 provinces (Do) were selected and pooled as unit of analysis and total 8 independent variables were selected based on the theoretical background and previous studies. The pooled cross-sectional time-series regression using SPSS program was adapted for the analysis. Among selected independent variables, the rate of economic expenditure to the local government expenditure, the rate of financial self-reliance, and the increase rate of social welfare expenditure to the previous year has been played a significant role in the rate of social welfare expenditure to the total expenditure. Both the rate of economic expenditure and rate of financial self-reliance have had a negative impacts on the rate of social welfare expenditure and the increase rate of social welfare expenditure have affected the rate of social welfare expenditure positively. Therefore, the variables based on the economic constraint theory as well as incrementalism perspective gives greater explanatory power of the social welfare expenditure than the variables on the political choice theory in Korean local government.

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