• Title/Summary/Keyword: Bayesian DSGE

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A Comparison Analysis of Monetary Policy Effect Under an Open Economy Model

  • Lee, Keun Yeong
    • East Asian Economic Review
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    • v.22 no.2
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    • pp.141-176
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    • 2018
  • The paper analyzes and compares the effects of domestic monetary policy using DSGE, DSGE-VAR, and VAR based on a two-country open economy model of Korea and the U.S. According to impulse response analysis, a domestic interest rate hike raises won value in the case of DSGE and DSGE-VAR models, while in the case of the unrestricted VAR model, it lowers won value. In the marginal data density standard, DSGE-VAR (${\mu}=1$) is superior to DSGE or Bayesian VAR over the sample period. Conversely, in the in-sample RMSE criterion, especially for the won/dollar exchange rate, VARs are superior to DSGE or DSGE-VAR. It is necessary to study further if these differences are caused by model misspecification or omitted variable bias.

Comparing the Impacts of Renewable Energy Policies on the Macroeconomy with Electricity Market Rigidities: A Bayesian DSGE Model (전력시장의 경직성에 따른 국가 재생에너지 정책이 거시경제에 미치는 영향 분석: 베이지언 DSGE 모형 접근)

  • Choi, Bongseok;Kim, Kihwan
    • Environmental and Resource Economics Review
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    • v.31 no.3
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    • pp.367-391
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    • 2022
  • We develop an energy-economy Bayesian DSGE model with the two sectors of electricity generations-traditional (fossil, nuclear) and renewable energy. Under imperfect substitutability between the two sectors, a technological shock on renewable energy sectors does not sufficient to facilitate energy conversion and reduce greenhouse gas emissions. Technology innovation on greenhouse gas emission reduction is also required. More importantly, sufficient investment should be derived by a well-functioning electricity market where electricity price plays a signal role in efficient allocation of resources. Indeed, market rigidities cause reduced consumption.

Estimation the Natural Output Korea: A Bayesian DSGE Approach (한국의 자연 산출량 추정: 베이지안 DSGE 접근법)

  • Hwang, Youngjin
    • KDI Journal of Economic Policy
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    • v.31 no.1
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    • pp.1-25
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    • 2009
  • This paper attempts to estimate the natural rates of output and interest of Korea in a simple DSGE set-up with a few stylized New Keynesian features using Bayesian methods. The major findings of this paper are as follows. First, the estimates of output gaps are less volatile than the measures from conventional approaches, although they exhibit non-negligible variations depending on the model specification. Another key finding is that the hybrid type Phillips curve with a backward-looking component and/or habit formation in consumption may play an important role in characterizing the macroeconomic dynamics of Korea.

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Effects of Wage Subsidies through the Lens of the Bayesian-Estimated DSGE Model (베이지언 기법 추정의 DSGE 모형을 이용한 고용보조금정책 효과)

  • Moon, Weh-Sol;Song, SungJu
    • Journal of Labour Economics
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    • v.43 no.3
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    • pp.63-100
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    • 2020
  • This paper incorporates the Diamond-Mortensen-Pissarides search and matching framework into the DSGE model. We estimate the model using a Bayesian estimation methodology on Korean data (1991:1-2020:1). Using the estimated model, we investigate the quantitative effects of wage subsidies. Wage subsidies increase matched firms' profits by reducing labor costs which leads to increases in new matches, employment and output. We find that for one percent of GDP in wage subsidies, the cumulative increase in the output level will be greater than 1 percent.

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A Study on the Effects of Oil Shocks and Energy Efficient Consumption Structure with a Bayesian DSGE Model (베이지안 동태확률일반균형모형을 이용한 유가충격 및 에너지 소비구조 전환의 효과분석)

  • Cha, Kyungsoo
    • Environmental and Resource Economics Review
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    • v.19 no.2
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    • pp.215-242
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    • 2010
  • This study constructs a bayesian neoclassical DSGE model that applies oil usage. The model includes technology shocks, oil price shocks, and shocks to energy policies as exogenous driving forces. First, this study aims to analyze the roles of these exogenous shocks in the Korean business cycle. Second, this study examines the effects of long-term changes in the energy consumption structure, including the reduction in oil use as a share of energy consumption and improvement in oil efficiency. In the case of oil price shocks, results show that these shocks exert recessionary pressure on the economy in line with those obtained in the previous literature. On the other hand, shocks to energy policies, which reduce oil consumption per capital, result in opposite consequences to oil price shocks, decreasing oil consumption. Also, counterfactual exercises show that long-term changes in the energy consumption structure would mitigate the contractionary effects of oil price shocks.

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Analysis on Korean Economy with an Estimated DSGE Model after 2000 (DSGE 모형 추정을 이용한 2000년 이후 한국의 거시경제 분석)

  • Kim, Tae Bong
    • KDI Journal of Economic Policy
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    • v.36 no.2
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    • pp.1-64
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    • 2014
  • This paper attempts to search the driving forces of the Korean economy after 2000 by analyzing an estimated DSGE model and observing the degree of implementation regarding non-systematic parts of both the monetary and fiscal policy during the global financial crisis. Two types of trends, various cyclical factors and frictions are introduced in the model for an empirical analysis in which historical decompositions of key macro variables are quantitatively assessed after 2000. While the monetary policy during the global financial crisis have reacted systematically in accordance with the estimated Taylor rule relatively, the fiscal policy which was aggressively expansionary is not fully explained by the estimated fiscal rule but more by the large magnitude of non-systematic reaction.

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