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http://repositorio.ufla.br/jspui/handle/1/38947| Title: | Tutorial da teoria dos quadrados mínimos parciais com uma abordagem geométrica |
| Other Titles: | Tutorial of the partial least square theory with a geometric approach |
| Keywords: | Dependência espacial Semivariograma experimental Krigagem Projections Random vectors Regression Principal components |
| Issue Date: | 2014 |
| Publisher: | Universidade Estadual Paulista Júlio de Mesquita Filho |
| Citation: | SILVEIRA, F. G. da; CHAVES, L. M.; SILVA, F. F. Tutorial da teoria dos quadrados mínimos parciais com uma abordagem geométrica. Revista Brasileira de Biometria, São Paulo, v. 32, n. 1, p. 59-104, jan./mar. 2014. |
| Abstract: | The geometric approach to the Partial Least Square (PLS) Method is natural and intuitive. It makes clear the similarities among the PLS, the Ordinary Least Square (OLS) and the Principal Components (PC) regression methods. We use the orthogonal projections to explain the step by step construction of the PLS algorithm, for sample and for population, as well as the PCR. |
| URI: | http://jaguar.fcav.unesp.br/RME/fasciculos/v32/v32_n1/A4_Fernanda_Lucas_Fabiano.pdf http://repositorio.ufla.br/jspui/handle/1/38947 |
| Appears in Collections: | DEX - Artigos publicados em periódicos |
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