46 search results - page 1 / 10 » Symbolic regression in multicollinearity problems |
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
In this paper the potential of GP-generated symbolic regression for alleviating multicollinearity problems in multiple regression is presented with a case study in an industrial s...
CSDA
2006
13 years 4 months ago
2006
The logistic regression model is used to predict a binary response variable in terms of a set of explicative ones. The estimation of the model parameters is not too accurate and t...
WSC
2004
13 years 6 months ago
2004
Computer simulations can be used to teach complicated statistical concepts in linear regression more quickly and effectively than traditional lecture alone. In introductory applie...
EUROGP
2001
Springer
13 years 9 months ago
2001
Springer
Abstract. In this paper we continue our study on adaptive genetic programming. We use Stepwise Adaptation of Weights (saw) to boost performance of a genetic programming algorithm o...
CSDA
2007
13 years 4 months ago
2007
Redundancy analysis (RA) is a versatile technique used to predict multivariate criterion variables from multivariate predictor variables. The reduced-rank feature of RA captures r...