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Statistics, Handle with Care: Detecting Multiple Model Components with the Likelihood Ratio Test

โœ Scribed by Protassov, Rostislav; van Dyk, David A.; Connors, Alanna; Kashyap, Vinay L.; Siemiginowska, Aneta

Book ID
121384966
Publisher
University of Chicago Press
Year
2002
Tongue
English
Weight
539 KB
Volume
571
Category
Article
ISSN
0004-637X

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Statistics, Handle with Care: Detecting
Statistics, Handle with Care: Detecting Multiple Model Components with the Likelihood Ratio Test
โœ Protassov, Rostislav; van Dyk, David A.; Connors, Alanna; Kashyap, Vinay L.; Sie ๐Ÿ“‚ Article ๐Ÿ“… 2002 ๐Ÿ› University of Chicago Press ๐ŸŒ English โš– 539 KB

The likelihood ratio test (LRT) and the related F-test, popularized in astrophysics by Eadie and coworkers in 1971 , do not (even asymptotically) adhere to their nominal 2 and F-distributions in many statistical tests common in astrophysics, thereby casting many marginal line or source detections an