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A Maximum Likelihood Method to Improve Faint‐Source Flux and Color Estimates

Hogg, David W. and Turner, Edwin L. (1998) A Maximum Likelihood Method to Improve Faint‐Source Flux and Color Estimates. Publications of the Astronomical Society of the Pacific, 110 (748). pp. 727-731. ISSN 0004-6280. https://resolver.caltech.edu/CaltechAUTHORS:20190611-080423958

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Abstract

Flux estimates for faint sources or transients are systematically biased high because there are far more truly faint sources than bright. Corrections that account for this effect are presented as a function of signal‐to‐noise ratio and the (true) slope of the faint‐source number‐flux relation. The corrections depend on the source being originally identified in the image in which it is being photometered. If a source has been identified in other data, the corrections are different; a prescription for calculating the corrections is presented. Implications of these corrections for analyses of surveys are discussed; the most important is that sources identified at signal‐to‐noise ratios of 4 or less are practically useless.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1086/316173DOIArticle
https://arxiv.org/abs/astro-ph/9711154arXivDiscussion Paper
ORCID:
AuthorORCID
Hogg, David W.0000-0003-2866-9403
Additional Information:© 1998 The Astronomical Society of the Pacific. Received 1997 November 12; accepted 1998 February 2. We thank Roger Blandford, John Gizis, Gerry Neugebauer, Neill Reid, and Yun Wang for useful discussions and the HDF team for planning, taking, reducing, and calibrating the HDF data. Some financial support was provided by NSF grant AST‐9529170.
Funders:
Funding AgencyGrant Number
NSFAST-9529170
Issue or Number:748
Record Number:CaltechAUTHORS:20190611-080423958
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20190611-080423958
Official Citation:David W. Hogg and Edwin L. Turner 1998 PASP 110 727
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:96264
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:11 Jun 2019 16:54
Last Modified:03 Oct 2019 21:20

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