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      KCI등재후보 SCOPUS

      Business Cycle Asymmetries in Turkey: An Application of Markov-Switching Autoregressions

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      https://www.riss.kr/link?id=A104772884

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      다국어 초록 (Multilingual Abstract)

      This paper examines business cycle characteristics of Turkish economy in the liberalization pe- riod (post-1980 period) using a Markov-switching Autoregressive (MSAR) model framework. The importance of model selection process is emphasized in an exten...

      This paper examines business cycle characteristics of Turkish economy in the liberalization pe-
      riod (post-1980 period) using a Markov-switching Autoregressive (MSAR) model framework. The
      importance of model selection process is emphasized in an extensive search for the appropriate MS
      model. The business cycle properties are found to be very sensitive to the state dimension, the
      choice of the MS model (classi¯ed according to regime-dependent parameters) and the autoregres-
      sive lag order. The chosen two-regime MS model suggests four recessionary and ¯ve expansionary
      phases in the post-1980 period. Business cycle phases are found to be asymmetric with probability
      of switching from a recession to expansion exceeding the probability of switching from expansion
      to recession. The paper also provides evidence on the usefulness of a non-linear model as compared
      to linear alternative in the context of business cycle research in an emerging economy using various
      parametric and nonparametric tests. Nonlinear and linear models are compared and evaluated
      using kernel density and conditional expectation estimates by simulating data from respective
      models.

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      참고문헌 (Reference)

      1 Hamilton, J., "Time Series Analysis" Princeton University Press 1994

      2 Taylor, A., "The Structure of the Australian Growth Process: A Bayesian Model Selection View of Markov Switching" 22 : 628-645, 2005

      3 Hansen, B., "The Likelihood Ratio Test under Non-standard Conditions: Testing the Markov Switching Model of GNP" 7 : 1992

      4 Artis, M., "The European Business Cycle" 56 : 1-44, 2004

      5 Breunig, R., "Testing for Switching in Singaporean Business Cycles" 50 (50): 25-34, 2005

      6 Terasvirta, T., "Speci칌ation, Estimation and Evaluation of Smooth Transition Autoregressive Models" 89 (89): 208-218, 1994

      7 Breunig, R., "Speci칌ation Testing of Markov Switching Models" 65 : 703-725, 2003

      8 Ang, A., "Regime Switches in Interest Rates" 20 (20): 163-182,

      9 Neftci, S. N., "Optimal Prediction of Cyclical Downturns" 4 : 225-241, 1982

      10 Psaradakis, Z., "On The Determination Of The Number Of Regimes In Markov-Switching Autoregressive Models" 24 (24): 237-252, 2003

      1 Hamilton, J., "Time Series Analysis" Princeton University Press 1994

      2 Taylor, A., "The Structure of the Australian Growth Process: A Bayesian Model Selection View of Markov Switching" 22 : 628-645, 2005

      3 Hansen, B., "The Likelihood Ratio Test under Non-standard Conditions: Testing the Markov Switching Model of GNP" 7 : 1992

      4 Artis, M., "The European Business Cycle" 56 : 1-44, 2004

      5 Breunig, R., "Testing for Switching in Singaporean Business Cycles" 50 (50): 25-34, 2005

      6 Terasvirta, T., "Speci칌ation, Estimation and Evaluation of Smooth Transition Autoregressive Models" 89 (89): 208-218, 1994

      7 Breunig, R., "Speci칌ation Testing of Markov Switching Models" 65 : 703-725, 2003

      8 Ang, A., "Regime Switches in Interest Rates" 20 (20): 163-182,

      9 Neftci, S. N., "Optimal Prediction of Cyclical Downturns" 4 : 225-241, 1982

      10 Psaradakis, Z., "On The Determination Of The Number Of Regimes In Markov-Switching Autoregressive Models" 24 (24): 237-252, 2003

      11 Kapetanios, G., "Model Selection in Threshold Models" 22 (22): 733-754, 2001

      12 Smith, A., "Markov-switching Model Selection Using Kullback-Leibler Divergence" 134 (134): 553-577, 2006

      13 Krolzig, H.-M., "Markov-Switching Vector Autoregressions: Modelling, Statisti- cal Inference and an Application to the Business Cycle Analysis"

      14 Krolzig, "Markov-Switching Procedures for Dating the Euro-Zone Business Cy- cle" 70 : 339-351, 2001

      15 Girardin, E., "Growth-Cycle Features of East Asian Countries: Are They Simi- lar?" 10 : 143-156, 2005

      16 Arango, L. E., "Expansions and Contractions in Brazil, Colom-bia and Mexico: A View through Nonlinear Models" 80 : 501-517, 2006

      17 Breunig, R., "Do Markov-switching Models Capture Nonlineari- ties in the Data? Tests Using Nonparametric Methods" 64 : 401-407, 2004

      18 Camacho, M., "Do European Business Cycles Look Like One?"

      19 Bry, G., "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"

      20 Filardo, A., "Business-Cycle Phases and Their Transitional Dynamics" 12 : 293-308, 1994

      21 Rand, J., "Business Cyles in Developing Countries: Are They Di췦rent?" 30 (30): 2071-2088, 2002

      22 Krolzig, H.-M., "Business Cycle Measurement in the Presence of Structural Change: International Evidence" 17 : 349-368, 2001

      23 Sichel, D. E., "Business Cycle Asymmetry: A Deeper Look" 31 (31): 224-236, 1993

      24 Clements, M. P., "Business Cycle Asymmetries: Charac- terization and Testing Based on Markov-Switching Autoregressions" 21 (21): 196-211, 2003

      25 Zhang, J., "Autocovariance Structure of Markov Regime Switching Models and Model Selection" 22 (22): 107-124, 2001

      26 Garcia, R., "Asymptotic Null Distribution of the Likelihood Ratio Test in Markov Swittching Models" 39 (39): 763-788, 1998

      27 Hess, G. D., "Asymmetric Persistence in GDP? A Deeper Look at Depth" 40 : 535-554, 1997

      28 Acemoglu, D., "Asymmetric Business Cycles: Theory and Time-series Evidence" 40 : 501-533, 1997

      29 McQueen, G., "Asymmetric Business Cycle Turning Points" 31 : 341-362, 1993

      30 Belaire-Franch, J., "An Assessment of International Busi-ness Cycle Asymmetries using Clements and Krolzig's Parametric Approach" 6 (6): 1-9, 2003

      31 Krutz, M., "A Three-regime Business Cycle Model for an Emerging Economy" 12 : 399-402, 2005

      32 Newey, W. K., "A Simple, Positive Semi-De칗ite, Het-eroskedasticity and Autocorrelation Consistent Covariance Matrix" 55 (55): 703-708, 1987

      33 Hamilton, J. D., "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle" 57 (57): 357-384, 1989

      34 Lam, P.-S., "A Markov-Switching Model of GNP Growth with Duration Depen-dence" 45 (45): 175-204, 2004

      35 Moolman, E., "A Markov Switching Regime Model of the South African Business Cycle" 21 : 631-646, 2004

      36 Harding, D., "A Comparison of Two Business Cycle Dating Methods" 27 : 1681-1690, 2002

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      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 선정 (해외등재 학술지 평가) KCI등재
      2019-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
      2017-12-01 평가 등재후보 탈락 (계속평가)
      2016-12-01 평가 등재후보로 하락 (계속평가) KCI등재후보
      2012-01-01 평가 등재 1차 FAIL (등재유지) KCI등재
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      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0 0 0.01
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.02 0.02 0.186 0.03
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