The technique of automatic quantitative stellar spectral classification using stepwise linear regression

Statistics – Computation

Scientific paper

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Astronomical Spectroscopy, Regression Analysis, Stellar Atmospheres, Stellar Spectra, Computational Astrophysics, H Gamma Line, Metallicity, Reference Stars, Sky Surveys (Astronomy), Stellar Models

Scientific paper

A new technique of three-dimensional automatic quantitative stellar spectral classification using stepwise linear regression analysis has been developed. The technique has been based on objective prism spectra of F-G-K stars having a dispersion of 166 A/mm at H-gamma. The investigation has been undertaken in the interests of a stellar statistical study of the galactic structure in the direction of the main meridional cross-section of the Galaxy.

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