Mon premier blog

Statistical analysis of finite mixture distributions by D. M. Titterington

Statistical analysis of finite mixture distributions D. M. Titterington ebook
Format: djvu
Publisher: John Wiley & Sons
ISBN: 0471907634, 9780471907633
Page: 258

Statistical Analysis of Finite Mixture Distributions. Titterington D.M., Smith A.F.M., & Makov U.E. Makov, Statistical analysis of finite mixture distributions,. The coherent multilook detection problem is stated as the statistical hypothesis test 𝐻 0 ∶ 𝐳 = 𝐜 against 𝐻 1 ∶ 𝐳 = 𝑅 𝐩 + 𝐜 , where all complex vectors are 𝑁 × 1 . Hence for finite first and second moments, it is required that 𝛼 p > 2 . Finite mixture distributions have been used as models throughout the history of modern statistics. This paper introduces a formulation of a Pareto intensity mixture distribution and investigates coherent multilook radar detector performance using this new clutter model. @2005 The Institute of Statistical Mathematics in a case of finite mixtures of two-dimensional normal distributions. (1985) Statistical analysis of finite. (1985) Statistical Analysis of Finite Mixture. Standard statistical methods for decomposing mixture distributions assume known .. Key words and tributions is considered though the analysis is based on one-dimensional samples. Gives a complete account of the mathematical structure, statistical analysis, and applications of finite mixture distributions. Finite mixture models have a long history in statistics, having been used to model . We consider the problem of learning mixtures of distributions via spectral methods Smith, and U.E. Titterington , Smith, and Makov.