Pulsar Bayesian Model: A Comprehensive Astronomical Data Fitting Model

Pulsar, as a hotspot in the field of astronomy, has a great help of electronic communications, cosmic media detection, and timing. Scientists expect to know the distributions that the data of pulsar features is most likely to be subject to. There are off-the-shelf approaches for scientific researche...

Full description

Saved in:
Bibliographic Details
Published inNeural Information Processing Vol. 10634; pp. 904 - 911
Main Authors Yu, Hang, Yin, Qian, Guo, Ping
Format Book Chapter
LanguageEnglish
Published Switzerland Springer International Publishing AG 2017
Springer International Publishing
SeriesLecture Notes in Computer Science
Subjects
Bayesian statistics
Goodness of fit
Model selection
Regression
Online AccessGet full text

Cover

More Information
Summary:Pulsar, as a hotspot in the field of astronomy, has a great help of electronic communications, cosmic media detection, and timing. Scientists expect to know the distributions that the data of pulsar features is most likely to be subject to. There are off-the-shelf approaches for scientific researchers to do that, while they are either not fully-using statistical properties or computing-resource-wasting. As an accurate and convenient solution to the problem, we propose a comprehensive fitting model with Bayesian prior knowledge to help scientists automatically fit pulsar data into the optimal expression.
ISBN:3319700863
9783319700861
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-319-70087-8_92