| Title |
Goodness-of-fit tests for sparse nominal data based on grouping / |
| Authors |
Radavičius, Marijus ; Samusenko, Pavel |
| DOI |
10.15388/NA.17.4.14053 |
| Full Text |
|
| Is Part of |
Nonlinear analysis: modelling and control.. Vilnius : Vilniaus universiteto leidykla. 2012, vol. 17, no. 4, p. 489-501.. ISSN 1392-5113. eISSN 2335-8963 |
| Keywords [eng] |
contingency table ; empirical Bayes ; consistency ; goodness-of-fit ; grouping ; latent distribution ; sparse asymptotics ; structural distribution |
| Abstract [eng] |
For (very) sparse nominal data, common goodness-of-fit tests usually fail. Alternative goodness-of-fit tests based on extended empirical Bayes approach and grouping are proposed and their consistency is proved. The performance of the tests is illustrated and compared with classical criteria by Monte Carlo simulations. |
| Published |
Vilnius : Vilniaus universiteto leidykla |
| Type |
Journal article |
| Language |
English |
| Publication date |
2012 |
| CC license |
|
