Seasonal adjustment of Indian macroeconomic time-series
Publication dateJan, 2016
DetailsNIPFP Working Paper No. 160
AuthorsRudrani Bhattacharya, Radhika Pandey, Ila Patnaik, Ajay Shah
Macroeconomic analysis benefits from seasonal adjustment. Month- on-month changes of economic time series yield faster information about developments in the economy, but the values have exaggerated variance when annual seasonality is present. In this paper, we show the full process for seasonal adjustment for four important Indian time-series. We find that significant reductions of variance are obtained by using black box seasonal adjustment, at the risk of failure for some time series. Thorough knowledge about seasonal adjustment yields more reliable answers, and a roughly 15% improvement in the volatility of month-on-month changes.