Distance-based regression in prediction of solar flare activity.

Anna Bartkowiak; Maria Jakimiec

Qüestiió (1994)

  • Volume: 18, Issue: 1, page 7-38
  • ISSN: 0210-8054

Abstract

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Short-term prediction of solar flare activity using multiple regression methods was considered. The variables describing active regions the given day were used to predict the flare activity on the next day. Two groups of observational data covering the years 1988 and 1989 were dealt with. Some variants of the distance-based regression as proposed by Cuadras and Arenas (1990) appeared to be superior to the ordinary least squares method by describing more accurately the data sets under consideration.

How to cite

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Bartkowiak, Anna, and Jakimiec, Maria. "Distance-based regression in prediction of solar flare activity.." Qüestiió 18.1 (1994): 7-38. <http://eudml.org/doc/40177>.

@article{Bartkowiak1994,
abstract = {Short-term prediction of solar flare activity using multiple regression methods was considered. The variables describing active regions the given day were used to predict the flare activity on the next day. Two groups of observational data covering the years 1988 and 1989 were dealt with. Some variants of the distance-based regression as proposed by Cuadras and Arenas (1990) appeared to be superior to the ordinary least squares method by describing more accurately the data sets under consideration.},
author = {Bartkowiak, Anna, Jakimiec, Maria},
journal = {Qüestiió},
keywords = {Regresión cuadrática; Análisis multivariante; Erupciones solares; Distancias estadísticas; Predicción estadística; distance based regression; Euclidean distance; -norm distance; Gower distance; predictions},
language = {eng},
number = {1},
pages = {7-38},
title = {Distance-based regression in prediction of solar flare activity.},
url = {http://eudml.org/doc/40177},
volume = {18},
year = {1994},
}

TY - JOUR
AU - Bartkowiak, Anna
AU - Jakimiec, Maria
TI - Distance-based regression in prediction of solar flare activity.
JO - Qüestiió
PY - 1994
VL - 18
IS - 1
SP - 7
EP - 38
AB - Short-term prediction of solar flare activity using multiple regression methods was considered. The variables describing active regions the given day were used to predict the flare activity on the next day. Two groups of observational data covering the years 1988 and 1989 were dealt with. Some variants of the distance-based regression as proposed by Cuadras and Arenas (1990) appeared to be superior to the ordinary least squares method by describing more accurately the data sets under consideration.
LA - eng
KW - Regresión cuadrática; Análisis multivariante; Erupciones solares; Distancias estadísticas; Predicción estadística; distance based regression; Euclidean distance; -norm distance; Gower distance; predictions
UR - http://eudml.org/doc/40177
ER -

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