• Title/Summary/Keyword: 인과성 검정

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한국의 집권정당별 거시경제정책 실증분석 - 그랜져 인과성 검정 및 충격반응분석 중심으로 -

  • Kim, Jong-Kwon
    • Proceedings of the Safety Management and Science Conference
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    • 2007.11a
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    • pp.503-516
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    • 2007
  • USA has distinct differences of economic policy by a ruling party. And, USA economy has mainly influenced on it of Korea. So, we examine whether a ruling party of Korea has different regime including rate of return in stock market. The Republican Party and Democratic Party have based on Milton Friedman and Keynes economy at each other's economic policy in the USA The Republican Party and Democratic Party have different interest level and excess return on equity, GDP growth rate, unemployment rate. Also, a ruling party of Korea has different regime and economic activity in this paper.

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Tests for Causality from Internet Search to Return and Volatility of Cryptocurrency: Evidence from Causality in Moments (인터넷 검색을 통한 암호화폐 수익률 및 변동성에 대한 인과검정: 적률인과 접근)

  • Jeong, Ki-Ho;Ha, Sung Ho
    • The Journal of Information Systems
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    • v.29 no.1
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    • pp.289-301
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    • 2020
  • Purpose This study analyzes whether Internet search of cryptocurrency has a causal relationship to return and volatility of cryptocurrency. Design/methodology/approach Google Trend was used as a measure of the level of Internet search, and the parametric tests of Granger causality in the 1st moment and the 2nd moment were adopted as the analysis method. We used Bitcoin's dollar-based price, which is the No. 1 market value among cryptocurrency. Findings The results showed that the Internet search measured by Google Trends has a causal relationship to cryptocurrency in both average and volatility, while there is a difference in causality and its degree according to the search area and category that Google Trend user should set. Because the Granger causality is based on the improvement of prediction, the analysis results of this study indicate that Internet search can be used as a leading indicator in predicting return and volatility of cryptocurrency.

부동산시장의 자금흐름에 관한 실증적 연구

  • Kim, Jong-Gwon
    • Proceedings of the Safety Management and Science Conference
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    • 2008.11a
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    • pp.441-455
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    • 2008
  • 본 논문은 단기 및 장기간에 걸쳐 부동산시장의 동태적 자금흐름과 수익률 분석에 초점을 맞추고 있다. 본 논문에서는 부동산시장의 실증적 동태적 자금흐름과 수익률 분석은 VAR모형을 사용하였으며 다양한 금융 및 경제관련 변수들을 연구에 포함시키고 있다. 실증적 분석 결과에 따르면 우리나라에서도 기존의 미국 연구 사례에서와 같이 금융시장의 자금흐름을 통하여 부동산시장의 동태적 자금흐름을 예측할 수 없다는 점을 파악할 수 있다. 또한 Granger 인과성 검정 결과에 따르면 통화정책 및 증권시장 변수 모두 전국아파트 매매가격, 전국 단독주택 매매가격, 전국 전세아파트 매매가격 실질상승률 등의 부동산관련 변수에 통계적으로 유의한 영향이 크지 않음을 알 수 있다. 그러나 분산분해 결과에 따르면 전국아파트 및 전국전세아파트 매매가격 실질상승률에 대한 움직임에 코스피수익률의 영향력이 증대될 수 있음을 알 수 있다.

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The Relationship Study for Major Petrochemical Complexes and Liquid Cargo Ports by the Granger and Toda-Yamamoto Causality Test (Granger 및 Toda-Yamamoto 인과 검정을 통한 주요 석유화학단지와 액체화물 항만들의 관계성 연구)

  • Lee, Gwamg-Un;Shin, Chang-Hoon
    • Journal of Navigation and Port Research
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    • v.43 no.6
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    • pp.469-474
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    • 2019
  • One of the world's major resources is crude oil, the most fundamental part of the industry. There is no place that does not use crude oil. Petroleum refining products and chemical production industrial products are produced through nearby petrochemical complexes and ports after importing crude oil. There would be a possible relationship among the petrochemical complexes and nearby regional ports working with liquid cargoes. To confirm these relations, Ulsan Port, Daesan Port, and Yeosu Gwangyang Port were selected for this study. A Vector Auto Regressive model using time series data was applied. A Unit Root Test was performed. The relationship was confirmed through the Granger and Toda Yamamoto Causality Test.

A Study on the Nonlinear Relationship between CO2 Emissions and Economic Growth : Empirical Evidence with the STAR Model (비선형 STAR 모형을 이용한 이산화탄소 배출량과 경제성장 간의 관계 분석)

  • Kim, Seiwan;Lee, Kihoon
    • Environmental and Resource Economics Review
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    • v.17 no.1
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    • pp.3-22
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    • 2008
  • We study nonlinearities of $CO_2$ emissions and economic growth m Korea using the Smooth Transition Autoregressive (or STAR) model. We find evidence for nonlinearities and cyclical regime changes of both time series. In the extended nonlinear empirical work, we characterize dynamic properties of the two time series and then find mutually significant Granger causality between $CO_2$ emissions and economic growth. All these empirical evidences together reinforce long standing concern that economy-wide restrictions on $CO_2$ emissions would hurt economic growth for Korean styled medium industrialized countries.

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A Causality Analysis on the Relationship Between National Park Visitor Use and Economic Variables (국립공원 탐방수요와 경제변수간의 인과성 분석)

  • Sim, Kyu-Won;Lee, Ju-Hee
    • Journal of Korean Society of Forest Science
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    • v.99 no.4
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    • pp.573-579
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    • 2010
  • This study was carried out to investigate the relationship between visitor uses of national parks and economic variables, such as the index of industrial product and the consumer price index. The results from the Granger Causality test showed that the index of industrial product and the consumer price index influenced visitor use at national parks. Also the Impulse Response Analysis showed that the index of industrial product and the consumer price index greatly influenced national park visitor use in the short term as well as the long term. The study showed that national park visitor use was mainly influenced by variance decompositions. These results suggested that economic variables could be used to not only forecast the demand for recreation but also establish recreational policies.

우리나라 항만에서의 액체화물 관계 분석

  • Lee, Gwang-Un;Shin, Chang-Hoon
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2019.11a
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    • pp.201-202
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    • 2019
  • 세계의 주요 자원중 하나인 원유는 산업의 가장 기초적인 부분을 담당하고 있다. 대한민국은 대표적인 원유수입국이며 원유 자원 등을 수입을 하지 못한다면 내수 및 가공후 수출에 큰 위험으로 다가온다. 그렇기에 원유 수입 등의 액체화물 수입이 필수적이다. 차별성을 두기위해 액체화물 항만간의 경쟁을 확인하고자 울산, 대산, 여수광양항을 선정하였다. 항만들은 석유화학단지를 보유하고 있는 항만이며 원유는 수입후 정제를 통해 석유정제품, 화학생산공업품의 물품을 생산한다. 시계열 데이터를 이용한 VAR 모형을 이용하였다. 이를 수행하기 위해 단위근 검정을 실시하였으며 토다 야마모토 인과 검정을 통한 항만간의 관계를 확인하였다.

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Impact of Enterprise R&D Investment on International Trade in Korea under the new Normal Era (뉴 노멀 시대하 한국기업의 R&D투자가 무역에 미치는 영향)

  • Kim, Seon-Jae;Lee, Young-Hwa
    • The Journal of the Korea Contents Association
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    • v.12 no.9
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    • pp.357-368
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    • 2012
  • The purpose of this study is to empirically examine the impact of enterprise R&D investment on international trade in Korea under the new Normal Era. In order to test whether the time series data of trade variables are stationary or not, we put in operation unit root test and cointegration test. Based on VECM (Vector Error Correction Model), we also apply impulse response functions and variance decomposition to estimate the dynamic effects in the short-run and long-run. The results show that the relationship between enterprise R&D investment and international trade (export and import) exists in the long-run as well as in the short-run. The results of applying impulse response functions and variance decomposition also indicate that the impact of enterprise R&D investment on international trade is positive, and a significant portion of fluctuations in the trade variable is explained by enterprise R&D investment. Therefore, enterprise R&D investment must be continuously increased to improve economic growth with promoting trading competition power in Korea under the new Normal Era.

The Study on the Usefulness of Short-run GDP Forecasting Using Generation (발전량을 이용한 단기 GDP 전망의 유용성 연구)

  • Paik, Kwang-Hyun;Kim, Kwon-Soo;Park, Jong-In
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.808-809
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    • 2007
  • 전력수요는 경기변동과 밀접한 관련성을 가지고 동행적으로 움직이며, 전력자료는 경제자료에 비해 조기 관측되는 선행성이 있다. 본 연구에서는 GDP 전망을 위해 발전량이 유용하게 사용될 수 있는가를 살펴 보았다. 발전량과 GDP의 관련성은 그랜저 인과관계 검정을 통해서 검증해 보았으며, 발전량 자료 취득의 선행성은 선행차수를 변화시켜 보면서 관련성이 어떻게 변하는가를 살펴보았다. 실제 자료를 이용하여 분석하고, 2004년부터 2006년 기간의 전망치를 평가한 결과, 본 논문에서 살펴 보고자 했던 발전량과 GDP 사이에는 아주 높은 관련성이 있음을 확인할 수 있었고 또한 발전량 자료를 이용함으로써 실제로 GDP 전망의 예측력을 상당히 개선시킬 수 있음을 볼 수 있었다. 발전량과 GDP 사이의 관계는 시간변동계수를 가지는 공적분 및 오차수 정모형을 이용하여 모형화하였다.

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Structural Influence and Relationship between the Environmentally-friendly Attitude and Purchase Intention based on the College Students' Values towards Organic Produces - Moderating Effect of Consumer Confidence - (대학생들의 친환경농산물에 대한 가치관이 친환경적 태도 및 구매의도간의 구조적 영향 관계 - 소비자 신뢰의 조절효과 -)

  • Kim, Jong-Suck;Lee, Jong-Ho
    • Culinary science and hospitality research
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    • v.23 no.2
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    • pp.45-55
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    • 2017
  • The fundamental objective of cultivating organic farm produces is to preserve the natural environment and protect eco system so as to maintain the environment where people can live. In the current social atmosphere, the value and attitude of the college students to the environment are significant as they will take the leading part in the future. College students in Busan participated in the survey for the study to prove the moderating effect of the confidence with organic farm produces by investigating the casual relationship among the purchase intention, the environmentally-friendly attitude, and the consumption value of college students. The questionnaires were distributed over the period from October $15^{th}$, 2016 to $30^{th}$.261 papers of the questionnaires were analyzed with SPSS (V 23.0) and AMOS (V 21.0) programs. The analysis on Confidence, Confirmatory Factors, Structural Equation Modeling was compared with Chi-square considering the degrees of freedom between the two models in order to investigate the moderating effect from the purchasing frequency. The result from the analysis confirms that there is a casual relationship between college students' values of organic farm products and the environmentally-friendly attitude. Consumer confidence has a moderating effect on the attitude and purchase intention. As it can be seen from the result of the analysis, it is necessary for municipal governments and the government to push ahead with the policies on organic farm products in the future as it is proved that there is a casual relationship among the attitude, purchase intention and the students' values of the organic farm products.