Procedure for Estimation of Additive Time Series Model
Kelechukwu C. N. Dozie, M.U. Uwaezuoke
Abstract
The procedure for estimation of lineartrend cycle and seasonal components and accepts additive model is examined in this study. Estimates of the periodic, seasonal and overall means and variances with error terms and error variances are obtained for additive model. Empirical example based on short series in which trend cycle component is jointly estimated for the linear case is applied to determine suitable model for decomposition of the study series.
Topics & Concepts
EstimationSeries (stratigraphy)Time seriesComputer scienceEconometricsStatisticsMathematicsEngineeringBiologyPaleontologySystems engineeringFault Detection and Control SystemsTime Series Analysis and ForecastingNeural Networks and Applications