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Modelling Seasonal Dynamics in Indian Industrial Production--An Extention of TV-STAR Model

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Author Info
Pami Dua (Department of Economics, Delhi School of Economics, Delhi, India)
Lokendra Kumawat (Department of Economics, Ramjas College,University of Delhi, Delhi)

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Abstract

This paper models the seasonal dynamics in quarterly industrial production for India. For this, we extend the time-varying smooth transition autoregression (TV-STAR) model to allow for independent regime-switching behaviour in the deterministic seasonal and cyclical components. This yields the time-varying seasonal smooth transition (TV-SEASTAR) model. We find evidence of the effect of rainfall growth on seasonal dynamics of industrial production. We also find that the seasonal dynamics have changed over the past decade, one aspect of this being the significant narrowing down of seasonals. The timing of these changes coincides with the changes in the character of the economy as it progressed towards a free-market economy in the post liberalization period.

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Publisher Info
Paper provided by Centre for Development Economics, Delhi School of Economics in its series Working papers with number 162.

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Length: 23 pages
Date of creation: Aug 2007
Date of revision:
Handle: RePEc:cde:cdewps:162

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Related research
Keywords: Seasonality; Smooth transition autoregression; Economic reforms.;

Find related papers by JEL classification:
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions

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  1. Franses, Ph.H.B.F. & Bruin, P. de & Dijk, D.J.C. van, 2000. "Seasonal smooth transition autoregression," Econometric Institute Report EI 2000-06/A Revision_Dat, Erasmus University Rotterdam, Econometric Institute. [Downloadable!]
  2. J. Joseph Beaulieu & Jeffrey A. Miron, 1990. "A Cross Country Comparison of Seasonal Cycles and Business Cycles," NBER Working Papers 3459, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  3. Stephen G. Cecchetti & Anil K Kashyap, 1996. "International Cycles," NBER Working Papers 5310, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  4. Cecchetti, Stephen G & Kashyap, Anil K & Wilcox, David W, 1997. "Interactions between the Seasonal and Business Cycles in Production and Inventories," American Economic Review, American Economic Association, vol. 87(5), pages 884-92, December. [Downloadable!] (restricted)
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  5. Matas-Mir, Antoni & Denise R Osborn, 2002. "Does Seasonality Change over the Business Cycle? An Investigation using Monthly Industrial Production Series," Royal Economic Society Annual Conference 2002 139, Royal Economic Society. [Downloadable!]
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  6. P.H.B.F. Franses & P. de Bruin & D.J.C. van Dijk, 2000. "Seasonal smooth transition autoregression," Econometric Institute Report 185, Erasmus University Rotterdam, Econometric Institute. [Downloadable!]
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