Isbn: 9780471006268 - finite mixture models (wiley series in probability and statistics) (9 Ergebnisse)

Hardback. Zustand: Good. Finite mixture models are typically used where the population being studied is heterogeneous in composition. This work aims to offer an up-to-date account of the major issues involved with finite modelling. There is a practical emphasis on the applications of mixture models.

Hard Cover. Zustand: Good. No Jacket. Ex-library with the usual features. The pages are clean and tight. Binding and cover are good. 419 numbered pages. Ex-Library.

Hardcover. Zustand: Very Good. 8vo (24 cm), XXII, 419, [9] pp. Publisher's cloth (corners slightly scuffed, a label and canceled stamp of an institutional library on the verso of the title page). "An up-to-date, comprehensive account of major issues in finite mixture modeling. This volume provides a current and detailed overview of the theory and applications of modeling via finite mixture distributions. Emphasizing the use of mixture models in both mainstream analysis and specialized fields such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts. Major topics discussed include identifiability problems, the fitting of finite mixtures using the EM algorithm, properties of the maximum likelihood estimators obtained through this method, assessment of the number of components in the mixture, and the applicability of asymptotic theory in solving related challenges. The author also explores how the EM algorithm can be scaled to accommodate the fitting of mixture models to very large datasets, such as those encountered in data mining applications." (from the publisher's description).…

HRD. Zustand: New. New Book. Shipped from UK. Established seller since 2000.

hardcover. Zustand: Wie neu. minimale Lagerspuren am Buch, Inhalt einwandfrei und ungelesen Sprache: Englisch Gewicht in Gramm: 775.

Zustand: New. pp. xxii + 419 Illus.

Zustand: New. In English.

Hardcover. Zustand: Brand New. 1st edition. 419 pages. 9.25x6.25x1.00 inches. In Stock.

Zustand: New. Finite mixture models are typically used where the population being studied is heterogeneous in composition. This work aims to offer an up-to-date account of the major issues involved with finite modelling. There is a practical emphasis on the applications of mixture models. Series: Wiley Series in Probability and Statistics. Num Pages: 456 pages, references, indexes. BIC Classification: PBT; PDE; TBJ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 242 x 163 x 28. Weight in Grams: 762. . 2000. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland. …