%0 Journal Article %1 boj-pls:2006 %A Boj, Eva %A Grané, Aurea %A Fortiana, Josep %A Claramunt, M. Mercè %C Hingham, MA, USA %D 2007 %I Kluwer Academic Publishers %J Computational Statistics %K multivariate pls robust statistics %P 237--248 %R 10.1007/s00180-007-0035-2 %T Implementing PLS for distance-based regression: computational issues %U http://dl.acm.org/citation.cfm?id=1272490.1272494 %V 22 %X Distance-based regression allows for a neat implementation of the partial least squares recurrence. In this paper, we address practical issues arising when dealing with moderately large datasets (<Emphasis Type="Italic">n</Emphasis> ~ 10<Superscript>4</Superscript>) such as those typical of automobile insurance premium calculations.

@article{boj-pls:2006, abstract = {Distance-based regression allows for a neat implementation of the partial least squares recurrence. In this paper, we address practical issues arising when dealing with moderately large datasets (<Emphasis Type="Italic">n</Emphasis> ~ 10<Superscript>4</Superscript>) such as those typical of automobile insurance premium calculations.}, acmid = {1272494}, added-at = {2012-01-24T11:03:36.000+0100}, address = {Hingham, MA, USA}, author = {Boj, Eva and Gran\'{e}, Aurea and Fortiana, Josep and Claramunt, M. Merc\`{e}}, biburl = {https://www.bibsonomy.org/bibtex/2ef0b69d6eca7daa5f7f8423fef644478/vivion}, description = {Implementing PLS for distance-based regression}, doi = {10.1007/s00180-007-0035-2}, interhash = {290641e2716a26f61b4e1579df988330}, intrahash = {ef0b69d6eca7daa5f7f8423fef644478}, issn = {0943-4062}, issue = {2}, journal = {Computational Statistics}, keywords = {multivariate pls robust statistics}, month = {July}, numpages = {12}, pages = {237--248}, publisher = {Kluwer Academic Publishers}, timestamp = {2012-01-24T11:03:36.000+0100}, title = {Implementing PLS for distance-based regression: computational issues}, url = {http://dl.acm.org/citation.cfm?id=1272490.1272494}, volume = 22, year = 2007 }