Gradient Free Parameter Estimation for Hidden Markov Models with Intractable Likelihoods

Author:

Ehrlich Elena,Jasra Ajay,Kantas Nikolas

Publisher

Springer Science and Business Media LLC

Subject

General Mathematics,Statistics and Probability

Reference39 articles.

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2. Arapostathis A, Marcus SI (1990) Analysis of an identification algorithm arising in the adaptive estimation of Markov chains. Math Control Signals Syst 3:1–29

3. Barthelmé S, Chopin N (2011) Expectation–Propagation for summary-less, likelihood-free inference. arXiv: 1107.5959 [stat.CO]

4. Benveniste A, Métivier M, Priouret P (1990) Adaptive algorithms and stochastic approximation. Springer-Verlag, New York

5. Beskos A, Crisan D, Jasra A, Whiteley N (2011) Error bounds and normalizing constants for sequential Monte carlo in high-dimensions. arXiv: 1112.1544 [stat.CO]

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