@inproceedings{3f503ebc192d489d94e396542b45e412,
title = "A PLS method based on Schmidt transformation of multi-block independent variables: An application",
abstract = "We have proposed a PLS method based on a Schmidt transformation in order to select variables from multi-block independent variables. At first, the Schmidt method is applied to select the major independent variables in each block; then a PLS regression is implemented on the selected variables to overcome the collinearity problem and which guarantee the fit and explanatory power of the model. In the end, the method was applied to capture factors affecting timber consumption as a case study to illustrate the efficiency and rational of the method.",
keywords = "Multi-collinearity, PLS method, Schmidt method, Timber consumption, Variable selection",
author = "Lanhui Wang and Huiwen Wang",
year = "2008",
language = "英语",
isbn = "9780646497327",
series = "Statistic Methods and Applications in Modern China - Conference Proceedings of 2008 International Institute of Applied Statistics Studies",
publisher = "Aussino Academic Publishing House",
pages = "127--132",
booktitle = "Statistic Methods and Applications in Modern China - Conference Proceedings of 2008 International Institute of Applied Statistics Studies",
note = "2008 International Institute of Applied Statistics Studies ; Conference date: 14-08-2008 Through 18-08-2008",
}