Advanced search
Publication Cover
Journal of the American Statistical Association Volume 88, 1993 - Issue 421
Submit an article Journal homepage
184
Views
17
CrossRef citations to date
0
Altmetric
Theory and Methods

Conjugate Gradient Acceleration of the EM Algorithm

Mortaza Jamshidian Department of Mathematics, Esfahan University of Technology, Iran
&
Robert I. Jennrich Department of Mathematics, UCLA, Los Angeles, CA, 90024
Pages 221-228 | Published online: 20 Dec 2012

Citations (17)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (8)

Medha Agarwal & Jason Xu. (2023) Quasi-Newton Acceleration of EM and MM Algorithms via Broyden’s Method. Journal of Computational and Graphical Statistics 0:0, pages 1-14.
Read now
Nicholas C. Henderson & Ravi Varadhan. (2019) Damped Anderson Acceleration With Restarts and Monotonicity Control for Accelerating EM and EM-like Algorithms. Journal of Computational and Graphical Statistics 28:4, pages 834-846.
Read now
Kei Hirose, Sunyong Kim, Yutaka Kano, Miyuki Imada, Manabu Yoshida & Masato Matsuo. (2016) Full information maximum likelihood estimation in factor analysis with a large number of missing values. Journal of Statistical Computation and Simulation 86:1, pages 91-104.
Read now
Forrest W. Crawford, Vladimir N. Minin & Marc A. Suchard. (2014) Estimation for General Birth-Death Processes. Journal of the American Statistical Association 109:506, pages 730-747.
Read now
Yaming Yu. (2012) Monotonically Overrelaxed EM Algorithms. Journal of Computational and Graphical Statistics 21:2, pages 518-537.
Read now
Yu-Wen Wen. (2008) EM Algorithm Estimation of Simultaneous Equation Model with Limited Variables: An Example of Cigarette Consumption. Communications in Statistics - Simulation and Computation 37:9, pages 1914-1929.
Read now
Kenneth Lange, DavidR. Hunter & Ilsoon Yang. (2000) Optimization Transfer Using Surrogate Objective Functions. Journal of Computational and Graphical Statistics 9:1, pages 1-20.
Read now
JonA. Wellner & Yihui Zhan. (1997) A Hybrid Algorithm for Computation of the Nonparametric Maximum Likelihood Estimator from Censored Data. Journal of the American Statistical Association 92:439, pages 945-959.
Read now

Articles from other publishers (9)

Masahiro Kuroda & Zhi Geng. (2023) Acceleration of the EM algorithm . WIREs Computational Statistics 15:6.
Crossref
Masahiro Kuroda. 2022. Computational Statistics and Applications. Computational Statistics and Applications.
Wonji Kim, Soo Heon Kwak & Sungho Won. (2019) Heritability estimation of dichotomous phenotypes using a liability threshold model on ascertained family‐based samples. Genetic Epidemiology 43:7, pages 761-775.
Crossref
Wan-Lun Wang & Tsung-I Lin. (2012) An efficient ECM algorithm for maximum likelihood estimation in mixtures of t-factor analyzers. Computational Statistics 28:2, pages 751-769.
Crossref
Yunxiao He & Chuanhai Liu. (2012) The Dynamic ‘Expectation–Conditional Maximization Either’ Algorithm. Journal of the Royal Statistical Society Series B: Statistical Methodology 74:2, pages 313-336.
Crossref
Isamu Shioya & Takao Miura. (2011) Square root update acceleration of the EM algorithm in Gaussian mixture processes. Square root update acceleration of the EM algorithm in Gaussian mixture processes.
Michiel Hazewinkel. 2000. Encyclopaedia of Mathematics. Encyclopaedia of Mathematics 177 214 .
Wolfgang Jank. (2004) Ascent EM for Efficient Curve-Clustering in Large Online Auction Databases. SSRN Electronic Journal.
Crossref
Jeffrey Heath, Michael Fu & Wolfgang Jank. (2009) New Global Optimization Algorithms for Model-Based Clustering. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.