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A new estimator for the covariance of the PLS coefficients estimator with applications to chemical data

  • Published:2018-08-13 Issue:12 Volume:32 Page:
  • ISSN:0886-9383
  • Container-title:Journal of Chemometrics
  • language:en
  • Short-container-title:Journal of Chemometrics

Author:

Martínez José L.1,Leiva Víctor2ORCID,Saulo Helton34ORCID,Ruggeri Fabrizio5ORCID,Arteaga Gean C.1

Affiliation:

1. Department of Basic Sciences Universidad del Sinú Montería Colombia

2. School of Industrial Engineering Pontificia Universidad Católica de Valparaíso Valparaíso Chile

3. Department of Statistics Universidade de Brasília Brasília Brazil

4. Faculty of Administration, Accounting and Economics Universidade Federal de Goiás Goiânia Brazil

5. Institute of Applied Mathematics and Information Technology CNR Milan Italy

Funder

Fondecyt from the Chilean government

Publisher

Wiley

Subject

Applied Mathematics,Analytical Chemistry

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. PLS1-MD: A partial least squares regression algorithm for solving missing data problems;Chemometrics and Intelligent Laboratory Systems;2023-09

2. Machine learning methods in drug design;Cheminformatics, QSAR and Machine Learning Applications for Novel Drug Development;2023

3. Comparison of Liu and two parameter principal component estimator to combat multicollinearity;Concurrency and Computation: Practice and Experience;2021-11-25

4. Estimating the covariance matrix of the coefficient estimator in multivariate partial least squares regression with chemical applications;Chemometrics and Intelligent Laboratory Systems;2021-07

5. A minimum matrix valued risk estimator combining restricted and ordinary least squares estimators;Communications in Statistics - Theory and Methods;2021-06-08
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