South Asian Journal of Management Sciences (Dec 2016)

Winter Holts Oscillatory Method: A New Method of Resampling in Time Series.

  • Muhammad Imtiaz Subhani,
  • Muhammad Furquan Saleem

DOI
https://doi.org/10.21621/sajms2016102.02
Journal volume & issue
Vol. 10, no. 2
pp. 11 – 29

Abstract

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The core proposition behind this research is to create innovative methods of bootstrapping that can be applied in time series data. In order to find new methods of bootstrapping, various methods were reviewed; The data of automotive Sales, Market Shares and Net Exports of the top 10 countries, which includes China, Europe, United States of America (USA), Japan, Germany, South Korea, India, Mexico, Brazil, Spain and, Canada from 2002 to 2014 were collected through various sources which includes UN Comtrade, Index Mundi and World Bank. The findings of this paper confirmed that Bootstrapping for resampling through winter forecasting by Oscillation and Average methods give more robust results than the winter forecasting by any general methods.

Keywords