Evidence Against Evidence Theory (?!)
This paper is concerned with the apparent greatest weakness of the Mathematical Theory of Evidence (MTE) of Shafer \cite{Shafer:76}, which has been strongly criticized by Wasserman \cite{Wasserman:92ijar} - the relationship to frequencies. Weaknesses of various proposals of probabilistic interpretat...
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| creator | Kłopotek, Mieczysław A Matuszewski, Andrzej |
| description | This paper is concerned with the apparent greatest weakness of the
Mathematical Theory of Evidence (MTE) of Shafer \cite{Shafer:76}, which has
been strongly criticized by Wasserman \cite{Wasserman:92ijar} - the
relationship to frequencies.
Weaknesses of various proposals of probabilistic interpretation of MTE belief
functions are demonstrated.
A new frequency-based interpretation is presented overcoming various
drawbacks of earlier interpretations. |
| doi_str_mv | 10.48550/arxiv.1706.02929 |
| format | Article |
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Mathematical Theory of Evidence (MTE) of Shafer \cite{Shafer:76}, which has
been strongly criticized by Wasserman \cite{Wasserman:92ijar} - the
relationship to frequencies.
Weaknesses of various proposals of probabilistic interpretation of MTE belief
functions are demonstrated.
A new frequency-based interpretation is presented overcoming various
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Mathematical Theory of Evidence (MTE) of Shafer \cite{Shafer:76}, which has
been strongly criticized by Wasserman \cite{Wasserman:92ijar} - the
relationship to frequencies.
Weaknesses of various proposals of probabilistic interpretation of MTE belief
functions are demonstrated.
A new frequency-based interpretation is presented overcoming various
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Mathematical Theory of Evidence (MTE) of Shafer \cite{Shafer:76}, which has
been strongly criticized by Wasserman \cite{Wasserman:92ijar} - the
relationship to frequencies.
Weaknesses of various proposals of probabilistic interpretation of MTE belief
functions are demonstrated.
A new frequency-based interpretation is presented overcoming various
drawbacks of earlier interpretations.</abstract><doi>10.48550/arxiv.1706.02929</doi><oa>free_for_read</oa></addata></record> |
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| identifier | DOI: 10.48550/arxiv.1706.02929 |
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| language | eng |
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| source | arXiv.org |
| subjects | Computer Science - Artificial Intelligence |
| title | Evidence Against Evidence Theory (?!) |
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