The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts

J. Elliott; R.~S. de Souza; A. Krone-Martins; E. Cameron; E.~E.~O. Ishida; J. Hilbe; COIN Collaboration

doi:10.1016/j.ascom.2015.01.002

The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts

J. Elliott, R.~S. de Souza, A. Krone-Martins, E. Cameron, E.~E.~O. Ishida, J. Hilbe, COIN Collaboration

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	61-72
Number of pages	12
Journal	Astronomy and Computing
Volume	10
DOIs	https://doi.org/10.1016/j.ascom.2015.01.002
Publication status	Published - 1 Apr 2015

Keywords

Techniques: photometric
Methods: statistical
Methods: analytical
Galaxies: distances and redshifts
Astrophysics - Instrumentation and Methods for Astrophysics
Astrophysics - Cosmology and Nongalactic Astrophysics

Access to Document

10.1016/j.ascom.2015.01.002

Cite this

@article{f4915811452b42a186d2153fece2d3cf,

title = "The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts",

keywords = "Techniques: photometric, Methods: statistical, Methods: analytical, Galaxies: distances and redshifts, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Nongalactic Astrophysics",

author = "J. Elliott and {de Souza}, R.~S. and A. Krone-Martins and E. Cameron and E.~E.~O. Ishida and J. Hilbe and COIN Collaboration",

year = "2015",

month = apr,

day = "1",

doi = "10.1016/j.ascom.2015.01.002",

language = "English",

volume = "10",

pages = "61--72",

journal = "Astronomy and Computing",

issn = "2213-1345",

publisher = "Elsevier",

}

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T1 - The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts

AU - Elliott, J.

AU - de Souza, R.~S.

AU - Krone-Martins, A.

AU - Cameron, E.

AU - Ishida, E.~E.~O.

AU - Hilbe, J.

AU - Collaboration, COIN

PY - 2015/4/1

Y1 - 2015/4/1

KW - Techniques: photometric

KW - Methods: statistical

KW - Methods: analytical

KW - Galaxies: distances and redshifts

KW - Astrophysics - Instrumentation and Methods for Astrophysics

KW - Astrophysics - Cosmology and Nongalactic Astrophysics

U2 - 10.1016/j.ascom.2015.01.002

DO - 10.1016/j.ascom.2015.01.002

M3 - Article

SN - 2213-1345

VL - 10

SP - 61

EP - 72

JO - Astronomy and Computing

JF - Astronomy and Computing

ER -