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- Non-linear_iterative_partial_least_squares abstract "In statistics, non-linear iterative partial least squares (NIPALS) is an algorithm for computing the first few components in a principal component or partial least squares analysis. For very-high-dimensional datasets, such as those generated in the 'omics sciences (e.g., genomics, metabolomics) it is usually only necessary to compute the first few principal components. The nonlinear iterative partial least squares (NIPALS) algorithm calculates t1 and p1' from X. The outer product, t1p1' can then be subtracted from X leaving the residual matrix E1. This can be then used to calculate subsequent principal components. This results in a dramatic reduction in computational time since calculation of the covariance matrix is avoided.".
- Non-linear_iterative_partial_least_squares wikiPageExternalLink pca_nipals.pdf.
- Non-linear_iterative_partial_least_squares wikiPageExternalLink abstract?CRETRY=1&SRETRY=0.
- Non-linear_iterative_partial_least_squares wikiPageID "26436487".
- Non-linear_iterative_partial_least_squares wikiPageLength "2248".
- Non-linear_iterative_partial_least_squares wikiPageOutDegree "21".
- Non-linear_iterative_partial_least_squares wikiPageRevisionID "706907813".
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Algorithm.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Category:Least_squares.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Category:Multivariate_statistics.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Category:Singular_value_decomposition.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Computation.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Covariance_matrix.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Data_set.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Errors_and_residuals.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Genomics.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Iteration.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Matrix_(mathematics).
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Metabolomics.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Nonlinear_system.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Outer_product.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Partial_least_squares_regression.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Principal_component_analysis.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Statistics.
- Non-linear_iterative_partial_least_squares wikiPageWikiLink Time_complexity.
- Non-linear_iterative_partial_least_squares wikiPageWikiLinkText "Non-linear iterative partial least squares".
- Non-linear_iterative_partial_least_squares wikiPageWikiLinkText "non-linear iterative partial least squares".
- Non-linear_iterative_partial_least_squares wikiPageUsesTemplate Template:Mergeto.
- Non-linear_iterative_partial_least_squares wikiPageUsesTemplate Template:Statistics-stub.
- Non-linear_iterative_partial_least_squares subject Category:Least_squares.
- Non-linear_iterative_partial_least_squares subject Category:Multivariate_statistics.
- Non-linear_iterative_partial_least_squares subject Category:Singular_value_decomposition.
- Non-linear_iterative_partial_least_squares hypernym Algorithm.
- Non-linear_iterative_partial_least_squares type Software.
- Non-linear_iterative_partial_least_squares type Square.
- Non-linear_iterative_partial_least_squares type Type.
- Non-linear_iterative_partial_least_squares type Decomposition.
- Non-linear_iterative_partial_least_squares type Square.
- Non-linear_iterative_partial_least_squares type Type.
- Non-linear_iterative_partial_least_squares comment "In statistics, non-linear iterative partial least squares (NIPALS) is an algorithm for computing the first few components in a principal component or partial least squares analysis. For very-high-dimensional datasets, such as those generated in the 'omics sciences (e.g., genomics, metabolomics) it is usually only necessary to compute the first few principal components. The nonlinear iterative partial least squares (NIPALS) algorithm calculates t1 and p1' from X.".
- Non-linear_iterative_partial_least_squares label "Non-linear iterative partial least squares".
- Non-linear_iterative_partial_least_squares sameAs Q7048947.
- Non-linear_iterative_partial_least_squares sameAs m.0bbtjk1.
- Non-linear_iterative_partial_least_squares sameAs Q7048947.
- Non-linear_iterative_partial_least_squares wasDerivedFrom Non-linear_iterative_partial_least_squares?oldid=706907813.
- Non-linear_iterative_partial_least_squares isPrimaryTopicOf Non-linear_iterative_partial_least_squares.