Starfish: Robust spectroscopic inference tools

Ian Czekala; Sean M. Andrews; Kaisey S. Mandel; David W. Hogg; Gregory M. Green

Starfish: Robust spectroscopic inference tools

Ian Czekala, Sean M. Andrews, Kaisey S. Mandel, David W. Hogg, Gregory M. Green

School of Physics and Astronomy

Research output: Non-textual form › Digital or Visual Products

Abstract

Starfish is a set of tools used for spectroscopic inference. It robustly determines stellar parameters using high resolution spectral models and uses Markov Chain Monte Carlo (MCMC) to explore the full posterior probability distribution of the stellar parameters. Additional potential applications include other types of spectra, such as unresolved stellar clusters or supernovae spectra.

Original language	English
Publication status	Published - 1 May 2015

Keywords

Software

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http://adsabs.harvard.edu/abs/2015ascl.soft05007C

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title = "Starfish: Robust spectroscopic inference tools",

abstract = "Starfish is a set of tools used for spectroscopic inference. It robustly determines stellar parameters using high resolution spectral models and uses Markov Chain Monte Carlo (MCMC) to explore the full posterior probability distribution of the stellar parameters. Additional potential applications include other types of spectra, such as unresolved stellar clusters or supernovae spectra.",

keywords = "Software",

author = "Ian Czekala and Andrews, {Sean M.} and Mandel, {Kaisey S.} and Hogg, {David W.} and Green, {Gregory M.}",

year = "2015",

month = may,

day = "1",

language = "English",

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TY - ADVS

T1 - Starfish: Robust spectroscopic inference tools

AU - Czekala, Ian

AU - Andrews, Sean M.

AU - Mandel, Kaisey S.

AU - Hogg, David W.

AU - Green, Gregory M.

PY - 2015/5/1

Y1 - 2015/5/1

N2 - Starfish is a set of tools used for spectroscopic inference. It robustly determines stellar parameters using high resolution spectral models and uses Markov Chain Monte Carlo (MCMC) to explore the full posterior probability distribution of the stellar parameters. Additional potential applications include other types of spectra, such as unresolved stellar clusters or supernovae spectra.

AB - Starfish is a set of tools used for spectroscopic inference. It robustly determines stellar parameters using high resolution spectral models and uses Markov Chain Monte Carlo (MCMC) to explore the full posterior probability distribution of the stellar parameters. Additional potential applications include other types of spectra, such as unresolved stellar clusters or supernovae spectra.

KW - Software

M3 - Digital or Visual Products

ER -

Starfish: Robust spectroscopic inference tools

Abstract

Keywords

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