McLachlan, Geoffrey J., <br/><br/>
The EM algorithm and extensions (E Book)  [Elektronisk resurs] /  
Geoffrey J. McLachlan, Thriyambakam Krishnan. 
 - 2nd ed. 
 - Hoboken, N.J. :  Wiley-Interscience,  c2008. 
 - 1 online resource (xxvii, 359 p.) :  ill. 
 - Wiley series in probability and statistics .
 - Wiley series in probability and statistics. .
<br/><br/>Examples of the EM algorithm -- Basic theory of the EM algorithm -- Standard errors and speeding up convergence -- Extensions of the EM algorithm -- Monte Carlo versions of the EM algorithm -- Some generalizations of the EM algorithm -- Further applications of the EM algorithm. 
<br/><br/> This new edition 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 im. 
<br/><br/><label>ISBN: </label>9780470191613 9780470191613 
<br/><br/><label>Standard No.: </label>10.1002/9780470191613 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Estimation theory.<br/>Expectation-maximization algorithms.<br/>Iteration.<br/>MATHEMATICS--Probability & Statistics--General.<br/>Maximum-Likelihood-Sch�tzung.<br/>Missing observations (Statistics)<br/>Unvollkommene Information.
<br/><br/><label>Index Terms--Genre/Form: </label><br/>Electronic books.
<br/><br/><label>Dewey Class. No.: </label>519.5/44