Mixtures : estimation and applications /

• Άλλοι συγγραφείς: Mengersen, Kerrie L., Robert, Christian P., 1961-, Titterington, D. M.
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : Wiley, 2011.
• Σειρά: Wiley series in probability and statistics.
• Θέματα: Mixture distributions (Probability theory); MATHEMATICS > Probability & Statistics > General.; Electronic books.

This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete. The editors provide a compl...