✦ LIBER ✦

Mixture Models, Outliers, and the EM Algorithm

✍ Scribed by Aitkin, Murray; Wilson, Granville Tunnicliffe

Book ID: 120047200
Publisher: American Statistical Association
Year: 1980
Tongue: English
Weight: 616 KB
Volume: 22
Category: Article
ISSN: 0040-1706
DOI: 10.1080/00401706.1980.10486163

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

An EM-type algorithm for multivariate mi

An EM-type algorithm for multivariate mixture models

✍ G. R. Oskrochi; R. B. Davies 📂 Article 📅 1997 🏛 Springer US 🌐 English ⚖ 473 KB

Random swap EM algorithm for Gaussian mi

Random swap EM algorithm for Gaussian mixture models

✍ Qinpei Zhao; Ville Hautamäki; Ismo Kärkkäinen; Pasi Fränti 📂 Article 📅 2012 🏛 Elsevier Science 🌐 English ⚖ 993 KB

A note on EM algorithm for mixture model

A note on EM algorithm for mixture models

✍ Weixin Yao 📂 Article 📅 2013 🏛 Elsevier Science 🌐 English ⚖ 218 KB

EM algorithm with split and merge operat

EM algorithm with split and merge operations for mixture models

✍ Naonori Ueda; Ryohei Nakano 📂 Article 📅 2000 🏛 John Wiley and Sons 🌐 English ⚖ 623 KB

The maximum-likelihood estimate of a mixture model is usually found by using the EM algorithm. However, the EM algorithm suffers from the local-optimum problem and therefore we cannot obtain the potential performance of mixture models in practice. In the case of mixture models, local maxima often in

Genetic-based EM algorithm for learning

Genetic-based EM algorithm for learning Gaussian mixture models

✍ Pernkopf, F.; Bouchaffra, D. 📂 Article 📅 2005 🏛 IEEE 🌐 English ⚖ 546 KB

Finite Mixture Modeling with Mixture Out

Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm

✍ Bengt Muthén; Kerby Shedden 📂 Article 📅 1999 🏛 John Wiley and Sons 🌐 English ⚖ 630 KB