MPC Member Publications

This database contains a listing of population studies publications written by MPC Members. Anyone can add a publication by an MPC student, faculty, or staff member to this database; new citations will be reviewed and approved by MPC administrators.

Full Citation

Title: Partial least squares for simultaneous reduction of response and predictor vectors in regression

Citation Type: Journal Article

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Abstract: We study and establish a foundation for dimension reduction methods that compress the response and predictor vectors in multivariate regression. While all of the methods studied can perform competitively, depending on the characteristics of the regression, using partial least squares to compress the response and predictor vectors was judged to be the best for prediction and parameter estimation.

User Submitted?: No

Authors: Dennis Cook, R; Forzani, Liliana; Liu, Lan

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IPUMS NHGIS NAPP IHIS ATUS Terrapop