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Perform parallel factor analysis (PARAFAC: Hitchcock, 1927) <doi:10.1002/sapm192761164> on fluorescence excitation-emission matrices: handle scattering signal and inner filter effect, scale the dataset, fit the model; perform split-half validation or jack-knifing. Modified approaches such as Whittaker interpolation, randomised split-half, and fluorescence and scattering model estimation are also available. The package has a low dependency footprint and has been tested on a wide range of R versions.
| Version: | 0.3-8 |
| Depends: | R (≥ 3.3) |
| Imports: | multiway (≥ 1.0-4), CMLS, pracma, lattice, parallel, Matrix |
| Enhances: | eemR, EEM |
| Published: | 2024-05-07 |
| DOI: | 10.32614/CRAN.package.albatross |
| Author: | Ivan Krylov [aut, cre], Timur Labutin [ths], Anastasia Drozdova [rev] |
| Maintainer: | Ivan Krylov <ikrylov at laser.chem.msu.ru> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Citation: | albatross citation info |
| Materials: | NEWS |
| In views: | ChemPhys |
| CRAN checks: | albatross results |
| Reference manual: | albatross.pdf |
| Package source: | albatross_0.3-8.tar.gz |
| Windows binaries: | r-devel: albatross_0.3-8.zip, r-release: albatross_0.3-8.zip, r-oldrel: albatross_0.3-8.zip |
| macOS binaries: | r-release (arm64): albatross_0.3-8.tgz, r-oldrel (arm64): albatross_0.3-8.tgz, r-release (x86_64): albatross_0.3-8.tgz, r-oldrel (x86_64): albatross_0.3-8.tgz |
| Old sources: | albatross archive |
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These binaries (installable software) and packages are in development.
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