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October 27, 2017 14:15, Mathematical Colloquim, Mathematical Institute of the Serbian Academy of Sciences and Arts, Belgrade, Serbia  


Moment determinacy of probability distributions

J. Stoyanovab

a Newcastle University, United Kingdom
b Bulgarian Academy of Sciences, Sofia, Bulgaria

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Abstract: We deal with distributions (or measures), one-dimensional or multi-dimensional, with finite all moments. It is well-known that any such a distribution is either uniquely determined by its moment (M-determinate) or it is non-unique (M-indeterminate). This is the classical moment problem originated in works by Chebyshev, Markov and Stieltjes. Well-known are general conditions which are "iff", but they cannot be checked. Thus our discussion will be on easier and checkable conditions for either uniqueness or non-uniqueness applied to probability distributions. The emphasis will be on some recent developments such as:
  • Krein's condition. Converse Krein's condition and Lin's condition.
  • Stieltjes classes for M-indeterminate distributions. Index of dissimilarity.
  • Hardy's condition. Multidimensional moment problem.
  • Rate of growth of the moments for (in)determinacy.
There will be results, some of them very new, hints for their proof, examples and counterexamples, and also open questions.

Language: English
 
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