Two dimensional classification of the Swift/BAT GRBs
Yang, E. B.1; Zhang, Z. B.1,2; Jiang, X. X.1
刊名ASTROPHYSICS AND SPACE SCIENCE
2016-08-01
卷号361期号:8
关键词Gamma-ray Burst: General Methods: Data Analysis Methods: Statistical
ISSN号0004-640X
DOI10.1007/s10509-016-2838-5
文献子类Article
英文摘要

Using Gaussian Mixture Model and Expectation Maximization algorithm, we have performed a density estimation in the framework of T-90 versus hardness ratio for 296 Swift/BAT GRBs with known redshift. Here, Bayesian Information Criterion has been taken to compare different models. Our investigations show that two instead of three or more Gaussian components are favoured in both the observer and rest frames. Our key findings are consistent with some previous results.

学科主题天文学 ; 天体物理学 ; 高能天体物理学 ; 星系与宇宙学
URL标识查看原文
出版地VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS
资助项目National Natural Science Foundation of China[U1431126] ; National Natural Science Foundation of China[11263002] ; National Natural Science Foundation of China[11311140248] ; National Natural Science Foundation of China[11203026] ; Provincial Natural Science Foundations[201519] ; Provincial Natural Science Foundations[20134021] ; Provincial Natural Science Foundations[20117006] ; Provincial Natural Science Foundations[OP201511]
WOS关键词GAMMA-RAY BURSTS ; DURATION DISTRIBUTION ; INTRINSIC DURATIONS ; MODEL SELECTION ; 3RD CLASS ; DISTRIBUTIONS ; CRITERIA
WOS研究方向Astronomy & Astrophysics
语种英语
出版者SPRINGER
WOS记录号WOS:000381114700012
资助机构National Natural Science Foundation of China[U1431126, 11263002, 11311140248, 11203026] ; Provincial Natural Science Foundations[201519, 20134021, 20117006, OP201511]
内容类型期刊论文
源URL[http://ir.ynao.ac.cn/handle/114a53/9685]  
专题云南天文台_中国科学院天体结构与演化重点实验室
通讯作者Zhang, Z. B.
作者单位1.Department of Physics, College of SciencesGuizhou UniversityGuiyangChina
2.Key Laboratory for the Structure and Evolution of Celestial ObjectsChinese Academy of SciencesKunmingChina
推荐引用方式
GB/T 7714
Yang, E. B.,Zhang, Z. B.,Jiang, X. X.. Two dimensional classification of the Swift/BAT GRBs[J]. ASTROPHYSICS AND SPACE SCIENCE,2016,361(8).
APA Yang, E. B.,Zhang, Z. B.,&Jiang, X. X..(2016).Two dimensional classification of the Swift/BAT GRBs.ASTROPHYSICS AND SPACE SCIENCE,361(8).
MLA Yang, E. B.,et al."Two dimensional classification of the Swift/BAT GRBs".ASTROPHYSICS AND SPACE SCIENCE 361.8(2016).
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