@article{girard:hal-03367798, TITLE = {{Advanced topics in Sliced Inverse Regression}}, AUTHOR = {Girard, St{\'e}phane and Lorenzo, Hadrien and Saracco, J{\'e}r{\^o}me}, URL = {https://inria.hal.science/hal-03367798}, JOURNAL = {{Journal of Multivariate Analysis}}, PUBLISHER = {{Elsevier}}, VOLUME = {188}, PAGES = {104852}, YEAR = {2022}, DOI = {10.1016/j.jmva.2021.104852}, KEYWORDS = {Curse of dimensionality ; Multivariate response ; Regularization ; Semi-parametric regression model ; Sufficient dimension reduction ; Variable selection}, PDF = {https://inria.hal.science/hal-03367798/file/SIR-revised.pdf}, HAL_ID = {hal-03367798}, HAL_VERSION = {v1}, }