On Tikhonov regularisation
We introduce Bayesian estimation into the Tikhonov regularisation process for recovering functions of high bandwidth from noisy band-limited observations. The method allows for the incorporation of featural constraints and requires the global minimisation of a functional derived from damped pseudospectral approximation.
Year of publication: |
2000
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Authors: | Venkatesh, Prasana K |
Published in: |
Physica A: Statistical Mechanics and its Applications. - Elsevier, ISSN 0378-4371. - Vol. 284.2000, 1, p. 448-460
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Publisher: |
Elsevier |
Subject: | Stochastic processes | Non-parametric inference | Statistical theories | Stochastic and trajectory models |
Saved in:
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