Exact Computation of Pearson Statistics Distribution and Some Experimental Results
A Markov chain based algorithms for exact and approximate computation of Pearson statistics distribution for multinomial scheme are described. Results of computational experiments reveal some new properties of the difference between this distribution and corresponding chi-square distribution.
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| Format: | Article |
| Language: | English |
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Austrian Statistical Society
2016-04-01
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| Series: | Austrian Journal of Statistics |
| Online Access: | http://www.ajs.or.at/index.php/ajs/article/view/294 |
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Article |
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doaj-fcbac967f1144c29aa4cb5703b1e07d92021-04-22T12:34:09ZengAustrian Statistical SocietyAustrian Journal of Statistics1026-597X2016-04-0137110.17713/ajs.v37i1.294Exact Computation of Pearson Statistics Distribution and Some Experimental ResultsMarina V. Filina0Andrew M. Zubkov1Steklov Mathematical Institute of RAS, Moscow, RussiaSteklov Mathematical Institute of RAS, Moscow, RussiaA Markov chain based algorithms for exact and approximate computation of Pearson statistics distribution for multinomial scheme are described. Results of computational experiments reveal some new properties of the difference between this distribution and corresponding chi-square distribution. http://www.ajs.or.at/index.php/ajs/article/view/294 |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Marina V. Filina Andrew M. Zubkov |
| spellingShingle |
Marina V. Filina Andrew M. Zubkov Exact Computation of Pearson Statistics Distribution and Some Experimental Results Austrian Journal of Statistics |
| author_facet |
Marina V. Filina Andrew M. Zubkov |
| author_sort |
Marina V. Filina |
| title |
Exact Computation of Pearson Statistics Distribution and Some Experimental Results |
| title_short |
Exact Computation of Pearson Statistics Distribution and Some Experimental Results |
| title_full |
Exact Computation of Pearson Statistics Distribution and Some Experimental Results |
| title_fullStr |
Exact Computation of Pearson Statistics Distribution and Some Experimental Results |
| title_full_unstemmed |
Exact Computation of Pearson Statistics Distribution and Some Experimental Results |
| title_sort |
exact computation of pearson statistics distribution and some experimental results |
| publisher |
Austrian Statistical Society |
| series |
Austrian Journal of Statistics |
| issn |
1026-597X |
| publishDate |
2016-04-01 |
| description |
A Markov chain based algorithms for exact and approximate computation of Pearson statistics distribution for multinomial scheme are described. Results of computational experiments reveal some new properties of the difference between this distribution and corresponding chi-square distribution.
|
| url |
http://www.ajs.or.at/index.php/ajs/article/view/294 |
| work_keys_str_mv |
AT marinavfilina exactcomputationofpearsonstatisticsdistributionandsomeexperimentalresults AT andrewmzubkov exactcomputationofpearsonstatisticsdistributionandsomeexperimentalresults |
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1721514520920195072 |