A case study of hurdle and generalized additive models in astronomy: the escape of ionizing radiation

M.~W. Hattab; R.~S. de Souza; B. Ciardi; J. -P. Paardekooper; S. Khochfar; C. Dalla Vecchia

doi:10.1093/mnras/sty3314

A case study of hurdle and generalized additive models in astronomy: the escape of ionizing radiation

M.~W. Hattab
, R.~S. de Souza
, B. Ciardi
, J. -P. Paardekooper
, S. Khochfar
, C. Dalla Vecchia

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

11 Citations (Scopus)

Original language	English
Pages (from-to)	3307-3321
Number of pages	15
Journal	Monthly Notices of the Royal Astronomical Society (MNRAS)
Volume	483
Issue number	3
DOIs	https://doi.org/10.1093/mnras/sty3314
Publication status	Published - 1 Mar 2019

Keywords

Methods: statistical
data analysis
cosmology: dark ages
reionization
first stars
Astrophysics - Instrumentation and Methods for Astrophysics
Astrophysics - Cosmology and Nongalactic Astrophysics
Statistics - Applications

Access to Document

10.1093/mnras/sty3314

Cite this

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title = "A case study of hurdle and generalized additive models in astronomy: the escape of ionizing radiation",

keywords = "Methods: statistical, data analysis, cosmology: dark ages, reionization, first stars, Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Nongalactic Astrophysics, Statistics - Applications",

author = "M.\textasciitilde{}W. Hattab and \{de Souza\}, R.\textasciitilde{}S. and B. Ciardi and Paardekooper, \{J. -P.\} and S. Khochfar and \{Dalla Vecchia\}, C.",

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T1 - A case study of hurdle and generalized additive models in astronomy: the escape of ionizing radiation

AU - Hattab, M.~W.

AU - de Souza, R.~S.

AU - Ciardi, B.

AU - Paardekooper, J. -P.

AU - Khochfar, S.

AU - Dalla Vecchia, C.

PY - 2019/3/1

Y1 - 2019/3/1

KW - Methods: statistical

KW - data analysis

KW - cosmology: dark ages

KW - reionization

KW - first stars

KW - Astrophysics - Instrumentation and Methods for Astrophysics

KW - Astrophysics - Cosmology and Nongalactic Astrophysics

KW - Statistics - Applications

U2 - 10.1093/mnras/sty3314

DO - 10.1093/mnras/sty3314

M3 - Article

SN - 0035-8711

VL - 483

SP - 3307

EP - 3321

JO - Monthly Notices of the Royal Astronomical Society (MNRAS)

JF - Monthly Notices of the Royal Astronomical Society (MNRAS)

IS - 3

ER -