PCA_deflation: Deflation Schemes for PCA
In DataSlingers/MoMA: MoMA - Modern Multivariate Analysis in R
Description
Details
References
Description
In MoMA three deflation schemes are provided for PCA.
Using terminology in the reference, they are Hotelling's deflation,
two-way projection deflation, and Schur complement deflation.
Details
See the parameter deflation_scheme argument in the function
moma_sfpca. Also refer to the reference below
for theoretical properties.
References
Michael Weylandt. "Multi-Rank Sparse and Functional PCA: Manifold Optimization and
Iterative Deflation Techniques." arXiv:1907.12012v1, 2019.
DataSlingers/MoMA documentation built on Oct. 30, 2019, 5:55 a.m.
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Description Details References
Description
In MoMA three deflation schemes are provided for PCA.
Using terminology in the reference, they are Hotelling's deflation,
two-way projection deflation, and Schur complement deflation.
Details
See the parameter deflation_scheme argument in the function
moma_sfpca. Also refer to the reference below
for theoretical properties.
References
Michael Weylandt. "Multi-Rank Sparse and Functional PCA: Manifold Optimization and Iterative Deflation Techniques." arXiv:1907.12012v1, 2019.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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