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On Fisher’s Information Matrix of an ARMA Process
1997In this paper we study the Fisher information matrix for a stationary ARMA process with the aid of Sylvester’s resultant matrix. Some properties are explained via realizations in state space form of the derivates of the white noise process with respect to the parameters.
Klein, A., Spreij, P.
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Fisher Information Matrix of the Dirichlet-multinomial Distribution
Biometrical Journal, 2005In this paper we derive explicit expressions for the elements of the exact Fisher information matrix of the Dirichlet-multinomial distribution. We show that exact calculation is based on the beta-binomial probability function rather than that of the Dirichlet-multinomial and this makes the exact calculation quite easy. The exact results are expected to
Banerjee, Tathagata +2 more
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Observability and fisher information matrix in nonlinear regression [PDF]
IEEE Transactions on Aerospace and Electronic Systems, 2007 This paper is devoted to the link between the Fisher information matrix (FIM) invertibility and the observability of a parameter to be estimated in a nonlinear regression problem.
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Fisher Information Matrix of Husimi Distribution
Journal of Statistical Physics, 2001zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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The Fisher information matrix for linear systems
Systems & Control Letters, 2002zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Efficient computation of the Fisher information matrix in the EM algorithm
2017 51st Annual Conference on Information Sciences and Systems (CISS), 2017The expectation-maximization (EM) algorithm is an iterative computational method to calculate the maximum likelihood estimators (MLEs) from the sample data. When the MLE is available, we naturally want the Fisher information matrix (FIM) of unknown parameters.
Lingyao Meng, James C. Spall
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Quantum Fisher Information Matrix in Critical System with Topological Characterization
International Journal of Theoretical Physics, 2021zbMATH Open Web Interface contents unavailable due to conflicting licenses.
M. Chen, B. W. Wang, W. W. Cheng
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Fisher information matrix for the Feller–Pareto distribution
Statistics & Probability Letters, 2002zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Connections of generalized divergence measures with Fisher information matrix
Information Sciences, 1993zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Miquel Salicru, Inder Jeet Taneja
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The Fisher information matrix for two-dimensional data sets
2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)., 2003The paper shows how the Fisher information matrix of a given two-dimensional (2D) data set can be expressed using the matrices that determine the 2D system that generates the data set. For uniformly sampled data, it is shown how the Fisher information matrix can be expressed through the solutions of Lyapunov equations.
Zhiping Lin 0001 +2 more
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