Robustness of Spacing-based Power Divergence Statistics

0370534 - ÚTIA 2012 CZ eng A - Abstrakt
Boček, Pavel
Robustness of Spacing-based Power Divergence Statistics.
Abstracts of Contributions to 7th International Workshop on Data - Algorithms - Decision Making. Praha: ÚTIA AVČR, v.v.i, 2011 - (Janžura, M.; Ivánek, J.). s. 23-23
[7th International Workshop on Data - Algorithms - Decision Making. 27.11.2011-29.11.2011, Mariánská]
Grant CEP: GA MŠMT 1M0572; GA ČR GAP202/10/0618
Výzkumný záměr: CEZ:AV0Z10750506
Klíčová slova: alpha-divergence * goodness-of-fit
Kód oboru RIV: BD - Teorie informace
http://library.utia.cas.cz/separaty/2011/SI/bocek-robustness of spacing-based power divergence statistics.pdf

The robustness of spacing-based power divergence statistics, based on the asymptotic results introduced in 2010, are studied. The generated data, with normal distribution and contamination from 5 to 40 percent, are used for the computation of the statistics for selected representative orders of alpha greater -1/2. Rejection of hypothesis H0 was used as criterion for robustness. New version of program package PODISTAT was developed for the computation of the simulation study.
Trvalý link: http://hdl.handle.net/11104/0204319