Forecasting Telecommunication Traffic Using the Enhanced Stepwise Projection Multiple Regression Method
Yugoslav journal of operations research, Tome 5 (1995) no. 2, p. 271
Cet article a éte moissonné depuis la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts
In this paper , one new technological forecasting method, called the
Enhanced Stepwise Projection Multiple Regression (ESPMR), is proposed for dealing
with the traffic loads that are measurement data but not real values. It combines the
adjusting and detecting concepts of SPA (The Sequential Projection Algorithm) with
the estimating method of linear regression model, and considers the periodical factor
into forecasts if the date series has the periodical traces. Two empirical studies on the
forecasting for the International Telecommunication Traffic Loads of Taiwan and the
Metropolitan Telecommunication Traffic Loads of Taipei illustrate good and stable
results by executing the ESPMR system.
Keywords:
The ESPMR, The base value, Measurement data, Periodical length. Flag
@article{YJOR_1995_5_2_a7,
author = {Horng-Jinh Chang and Feng-Jenq Lin},
title = {Forecasting {Telecommunication} {Traffic} {Using} the {Enhanced} {Stepwise} {Projection} {Multiple} {Regression} {Method}},
journal = {Yugoslav journal of operations research},
pages = {271 },
year = {1995},
volume = {5},
number = {2},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_1995_5_2_a7/}
}
TY - JOUR AU - Horng-Jinh Chang AU - Feng-Jenq Lin TI - Forecasting Telecommunication Traffic Using the Enhanced Stepwise Projection Multiple Regression Method JO - Yugoslav journal of operations research PY - 1995 SP - 271 VL - 5 IS - 2 UR - http://geodesic.mathdoc.fr/item/YJOR_1995_5_2_a7/ LA - en ID - YJOR_1995_5_2_a7 ER -
%0 Journal Article %A Horng-Jinh Chang %A Feng-Jenq Lin %T Forecasting Telecommunication Traffic Using the Enhanced Stepwise Projection Multiple Regression Method %J Yugoslav journal of operations research %D 1995 %P 271 %V 5 %N 2 %U http://geodesic.mathdoc.fr/item/YJOR_1995_5_2_a7/ %G en %F YJOR_1995_5_2_a7
Horng-Jinh Chang; Feng-Jenq Lin. Forecasting Telecommunication Traffic Using the Enhanced Stepwise Projection Multiple Regression Method. Yugoslav journal of operations research, Tome 5 (1995) no. 2, p. 271 . http://geodesic.mathdoc.fr/item/YJOR_1995_5_2_a7/