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Publications:
J. Murakami, "Bayesian posterior mean estimates for Poisson hidden Markov models," Computational Statistics & Data Analysis, vol. 53, no. 4, pp. 941-955, Feb. 2009. doi:10.1016/j.csda.2008.11.012
J. Murakami and T. Taylor, "Least square estimation of a hidden Markov chain parameters," in Proceedings of the 17th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2006), pp. 2151-2156, Kyoto, Japan, July 2006.
D. Vere-Jones, J. Murakami, and A. Christophersen, "A further note on Båth's law," manuscript submitted to Bulletin of the Seismological Society of America, 2006.
J. Murakami, Parameter estimate of a hidden Markov chain, Ph.D. thesis, Arizona State University, ISBN:054201453X, ProQuest/UMI, Mar. 2006.
D. Vere-Jones, J. Murakami, and A. Christophersen, "A further note on Båth's law," in Proceedings of the 4th International Workshop on Statistical Seismology (Statsei4), pp. 244-247, Japan, Jan. 2006.
D. Armbruster, E.S. Gel, and J. Murakami, "Bucket brigades with worker learning," European Journal of Operational Research, vol. 176, no. 1, pp. 264-274, Jan. 2007.
Presentations:
"Least square estimation of a hidden Markov chain parameters," the 17th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2006), Kyoto, Japan, July 2006 (coauthored with T. Taylor).
"Parameter estimation for discrete hidden Markov models," Cherry Bud Workshop 2006 - Building Models from Data, Keio University, Japan, Mar. 2006.
"Three different approaches to parameter estimation for simple HMMs,"Hidden Markov Models and Complex Systems, Second Workshop, New Zealand, Dec. 2005.
"Hidden Markov models," The NZSA 2005 Conference, New Zealand, July 2005.
"Parameter estimation,"Hidden Markov Models and Complex Systems, First Workshop, New Zealand, June 2005.
Misc:
J. Murakami, "Formulas for parameter estimates for two-state hidden Markov models," Jul. 2009
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