CosmoPhotoz: Photometric redshift estimation using generalized linear models

User-friendly interfaces to perform fast and reliable photometric redshift estimation. The code makes use of generalized linear models and can adopt gamma or inverse gaussian families, either from a frequentist or a Bayesian perspective. The code additionally provides a Shiny application providing a simple user interface.

Author
Rafael S. de Souza, Alberto Krone-Martins, Jonathan Elliott, Joseph Hilbe
Date of publication
2014-08-24 07:22:40
Maintainer
Rafael S. de Souza <rafael.2706@gmail.com>
License
GPL (>= 3)
Version
0.1

View on CRAN

Man pages

computeCombPCA
Combined PCA for training and test sample
computeDiagPhotoZ
Simple diagnostics for the photometric redshift results
CosmoPhotoZestimator
Photometric redshift estimation from a training dataset and a...
CosmoPhotoz-package
Photometric redshift estimation based on generalized linear...
glmPredictPhotoZ
Predict photometric redshifts using a given glm fit object
glmTrainPhotoZ
Fit a glm for photometric redshift estimation
PHAT0test
PHAT0 test dataset
PHAT0train
PHAT0 train dataset
plotDiagPhotoZ
Plot diagnostics for photometric redshift estimations

Files in this package

CosmoPhotoz
CosmoPhotoz/inst
CosmoPhotoz/inst/glmPhotoZ-2
CosmoPhotoz/inst/glmPhotoZ-2/ui.R
CosmoPhotoz/inst/glmPhotoZ-2/server.R
CosmoPhotoz/inst/glmPhotoZ-2/README
CosmoPhotoz/inst/glmPhotoZ-2/help.md
CosmoPhotoz/inst/tutorial
CosmoPhotoz/inst/tutorial/CosmoPhotoz_tutorial.pdf
CosmoPhotoz/inst/tutorial/CosmoPhotoz_tutorial.Rmd
CosmoPhotoz/NAMESPACE
CosmoPhotoz/data
CosmoPhotoz/data/PHAT0train.RData
CosmoPhotoz/data/PHAT0test.RData
CosmoPhotoz/data/datalist
CosmoPhotoz/R
CosmoPhotoz/R/CosmoPhotoz-package.R
CosmoPhotoz/R/CosmoPhotoZestimator.R
CosmoPhotoz/R/glmTrainPhotoz.R
CosmoPhotoz/R/glmPredictPhotoZ.R
CosmoPhotoz/R/computeDiagPhotoZ.R
CosmoPhotoz/R/plotDiagPhotoZ.R
CosmoPhotoz/R/computeCombPCA.R
CosmoPhotoz/README.md
CosmoPhotoz/MD5
CosmoPhotoz/DESCRIPTION
CosmoPhotoz/man
CosmoPhotoz/man/figures
CosmoPhotoz/man/figures/merged-Diag-Plots.pdf
CosmoPhotoz/man/figures/merged-Diag-Plots.jpg
CosmoPhotoz/man/figures/CosmoPhotoz-Shiny.jpg
CosmoPhotoz/man/figures/CosmoPhotoz-Shiny.pdf
CosmoPhotoz/man/glmPredictPhotoZ.Rd
CosmoPhotoz/man/PHAT0train.Rd
CosmoPhotoz/man/plotDiagPhotoZ.Rd
CosmoPhotoz/man/glmTrainPhotoZ.Rd
CosmoPhotoz/man/computeCombPCA.Rd
CosmoPhotoz/man/computeDiagPhotoZ.Rd
CosmoPhotoz/man/CosmoPhotoZestimator.Rd
CosmoPhotoz/man/PHAT0test.Rd
CosmoPhotoz/man/CosmoPhotoz-package.Rd