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Maximum smoothed likelihood density estimation for inverse problems - MaRDI portal

Maximum smoothed likelihood density estimation for inverse problems (Q1895354)

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scientific article; zbMATH DE number 786210
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English
Maximum smoothed likelihood density estimation for inverse problems
scientific article; zbMATH DE number 786210

    Statements

    Maximum smoothed likelihood density estimation for inverse problems (English)
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    10 September 1995
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    almost sure convergence
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    integral equation of the first kind
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    compact integral operator
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    maximum smoothed likelihood formalism
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    nonlinearly smoothed algorithm
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    EM algorithm
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    strong convergence properties
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    kernel density estimators
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    maximum smoothed likelihood density estimation
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    regularization
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    stability
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    convergence
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    large sample asymptotic problem
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    strong law of large numbers
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    law of the iterated logarithm
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