Title :
Impact of statistical mismatch on both universal classifiers and likelihood ratio tests
Author :
Warke, Nirmal C. ; Orsak, Geoffrey C.
Author_Institution :
DEPS R&D Center, Texas Instrum. Inc., Dallas, TX, USA
Abstract :
In this work we demonstrate the robustness of the universal classifier proposed by Ziv and Gutman (with the LRT being a special case) to general source and model order mismatch
Keywords :
data compression; information theory; statistical analysis; asymptotic optimality; likelihood ratio tests; model order mismatch; source classification; statistical mismatch; universal classifiers; Digital signal processing; Error analysis; Instruments; Light rail systems; Performance loss; Probability; Research and development; Statistical analysis; Testing; Training data;
Conference_Titel :
Information Theory, 1998. Proceedings. 1998 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-5000-6
DOI :
10.1109/ISIT.1998.708732
