Krishnan, The EM Algorithm and Extensions. John Wiley and Sons, Inc., 1997.The EM Algorithm and Extensions - McLachlan, Krishnan - 1997 () Citation Context ... use has been restricted by the difficulties in fitting discrete latent models, e.g. in choosing the number of discrete points (...
The EM Algorithm and Extensions remains the only single source to offer a complete and unified treatment of the theory, methodology, and applications of the EM algorithm. The highly applied area of statistics here outlined involves applications in regression, medical imaging, finite mixture analysis,...
This book presents an organized and well-knit account of the theory, methodology, extensions, and major applications of the Expectation-Maximization (EM) algorithm. It includes applications in the standard statistical contexts such as regression, factor analysis, variance components estimation, repeated-...
当当中国进口图书旗舰店在线销售正版《【预订】The Em Algorithm And Extensions, Second Edition》。最新《【预订】The Em Algorithm And Extensions, Second Edition》简介、书评、试读、价格、图片等相关信息,尽在DangDang.com,网购《【预订】The Em Algorithm And Ext
The EM Algorithm and ExtensionsCiteSeerXcitationsG MACLACHLANT KRISHNANMcLachlan, Geoffrey J; Krishnan, Thriyambakamdoi:10.1080/00401706.1998.10485534KusharyDebashisTaylor & Francis GroupTechnometrics
当当上海外文书店旗舰店在线销售正版《按需印刷图书The EM Algorithm and Extensions》。最新《按需印刷图书The EM Algorithm and Extensions》简介、书评、试读、价格、图片等相关信息,尽在DangDang.com,网购《按需印刷图书The EM Algorithm and Extensions》,就上当当
It includes applications in the standard statistical contexts such as regression, factor analysis, variance components estimation, repeated-measures designs, categorical data analysis, survival analysis and survey sampling. The EM Algorithm and Extensions 2025 pdf epub mobi 电子书 The EM Algorithm and ...
The EM algorithm and its extensions are popular tools for modal estimation but are often criticised for their slow convergence. We propose a new method that can often make EM much faster. The intuitive idea is to use a `covariance adjustment' to correct the analysis of the M step, capitalisi...
McLachlan GJ, Krishnan T (2008) The EM algorithm and extensions, 2nd edn. Wiley, Hoboken CrossRef Ranola JM, Ahn S, Sehl ME, Smith DJ, Lange K (2010) A Poisson model for random multigraphs. Bioinformatics 26:2004–2011 CrossRef Sabatti C, Lange K (2002) Genomewide motif identificatio...
McLachlan, G., Krishnan, T.: The EM Algorithm and Extensions, 2nd edn. Wiley, Hoboken (2008) 33. Ng, H., Chan, P., Balakrishnan, N.: Estimation of parameters from progressively censored data using EM algorithm. Comput. Stat. Data Anal. 39, 371–386 (2002) 34. Nelson, W.: ...