Practical statistics for astronomers. I - Definitions, the normal distribution, detection of signal

Details Practical statistics for astronomers. I - Definitions, the normal distribution, detection of signal Practical statistics for astronomers. I - Definitions, the normal distribution, detection of signal

Jun 1979

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1979qjras..20..138w&link_type=abstract

Royal Astronomical Society, Quarterly Journal, vol. 20, June 1979, p. 138-152.

Mathematics

Probability

6

Astronomy, Normal Density Functions, Probability Density Functions, Signal Detection, Definition, Histograms, Statistical Analysis

Scientific paper

This article presents information on statistical theory, with emphasis on nonparametric statistical methods, which can be of practical use to astronomers. First, some basic definitions are presented followed by a discussion of the normal (Gaussian) distribution. The central limit theorem is stated, noting its use in allowing quantitative probabilities to be estimated in experimental situations where the form of the underlying probability distribution is unknown. Finally, some consideration is given to signal detection problems in astronomy with particular reference to the normal distribution and use of the central limit theorem.

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