@inproceedings{youness:hal-04045451, TITLE = {{An empirical comparison between PLS, LASSO, Elasticnet and other models for highly correlated data}}, AUTHOR = {Youness, Genane and Nassar, Wassim}, URL = {https://cnam.hal.science/hal-04045451}, BOOKTITLE = {{8th International Conference on Partial Least Square and Related Methods}}, ADDRESS = {Paris, France}, ORGANIZATION = {{PLS2014}}, YEAR = {2014}, MONTH = May, KEYWORDS = {LASSO ; Elasticnet ; PLS PARTIAL LEAST SQUARES ; Multicollinearity ; Ridge regression ; PLS ; Lasso ; and Elasticnet}, PDF = {https://cnam.hal.science/hal-04045451/file/PLS014MulticolVF.pdf}, HAL_ID = {hal-04045451}, HAL_VERSION = {v1}, }