TY - GEN AU - Aguilera Del Pino, Ana María AU - Escabias Machuca, Manuel AU - Valderrama Bonnet, Mariano José PY - 2006 UR - http://hdl.handle.net/10481/73050 AB - 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 their interpretation in terms of odds ratios may be erroneous, when there... LA - eng PB - Elsevier KW - Logistic regression KW - Multicollinearity KW - Principal components TI - Using principal components for estimating logistic regression with high-dimensional multicollinear data DO - https://doi.org/10.1016/j.csda.2005.03.011 ER -