Methods of Forecasting with the use of Power Trend Cover Image

Metody prognozowania z wykorzystaniem trendu potęgowego
Methods of Forecasting with the use of Power Trend

Author(s): Jan Purczyński
Subject(s): Economy
Published by: Główny Urząd Statystyczny
Keywords: forecasting; estimation of power trend parameters; forecast ex ante error; computer simulations

Summary/Abstract: In this paper selected aspects concerning the use of power trend in the forecasting process were considered. Approximate methods for estimating trend parameters (equations (12)-(15)) were proposed. The methods yielded results similar to results given by least squares method (LSM). Formula (35) determining ex ante error of the forecast determined by the approximate methods and LSM for random element additive model was defined. Computer simulations were done – including three models of random element (additive, multiplicative, mixed) – with the aim of determining the range of usefulness of logarithmic transformation method, LSM and the approximate methods.

  • Issue Year: 56/2009
  • Issue No: 2
  • Page Range: 52-66
  • Page Count: 15
  • Language: Polish
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