reco: Reconstruction of hydrographic profiles
In EPauthenet/fda.oce: Functional Data Analysis of oceanographic profiles.
reco R Documentation
Reconstruction of hydrographic profiles
Description
This function reconstructs hydrographic profiles with a chosen number of Principal Components (PCs).
Usage
reco(pca, pc, Ntrunc)
Arguments
pca
list containing the modes produced by the function fpca
Ntrunc
how many PCs to use in the reconstruction, default is set to the total number of PC, Ntrunc = nbas*ndim.
Author(s)
Etienne Pauthenet <etienne.pauthenet@gmail.com>, David Nerini <david.nerini@univ-amu.fr>, Fabien Roquet <fabien.roquet@gu.se>
References
Pauthenet et al. (2017) A linear decomposition of the Southern Ocean thermohaline structure. Journal of Physical Oceanography, http://dx.doi.org/10.1175/JPO-D-16-0083.1
Ramsay, J. O., and B. W. Silverman, 2005: Functional Data Analysis. 2nd Edition Springer, 426 pp., Isbn : 038740080X.
See Also
bspl for bsplines fit on T-S profiles, fpca for functional principal component analysis of T-S profiles, proj for computing Principal Components.
EPauthenet/fda.oce documentation built on April 18, 2024, 7:56 a.m.
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.
| reco | R Documentation |
Reconstruction of hydrographic profiles
Description
This function reconstructs hydrographic profiles with a chosen number of Principal Components (PCs).
Usage
reco(pca, pc, Ntrunc)
Arguments
pca |
list containing the modes produced by the function |
Ntrunc |
how many PCs to use in the reconstruction, default is set to the total number of PC, |
Author(s)
Etienne Pauthenet <etienne.pauthenet@gmail.com>, David Nerini <david.nerini@univ-amu.fr>, Fabien Roquet <fabien.roquet@gu.se>
References
Pauthenet et al. (2017) A linear decomposition of the Southern Ocean thermohaline structure. Journal of Physical Oceanography, http://dx.doi.org/10.1175/JPO-D-16-0083.1
Ramsay, J. O., and B. W. Silverman, 2005: Functional Data Analysis. 2nd Edition Springer, 426 pp., Isbn : 038740080X.
See Also
bspl for bsplines fit on T-S profiles, fpca for functional principal component analysis of T-S profiles, proj for computing Principal Components.
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.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.