Moderate and Cramér-type large deviation theorems for M-estimators

Jurecková, J. and Kallenberg, W.C.M. and Veraverbeke, N. (1988) Moderate and Cramér-type large deviation theorems for M-estimators. Statistics & Probability Letters, 6 (3). pp. 191-199. ISSN 0167-7152

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Abstract:	The known central limit result for broad classes of M-estimators is refined to moderate and large deviation behaviour. The results are applied in relating the local inaccuracy rate and the asymptotic variance of M-estimators in the location and scale problem.
Item Type:	Article
Copyright:	© 1988 Elsevier Science
Faculty:	Electrical Engineering, Mathematics and Computer Science (EEMCS)
Research Group:	Statistics and Probability (SP)
Link to this item:	http://purl.utwente.nl/publications/70270
Official URL:	http://dx.doi.org/10.1016/0167-7152(88)90119-8
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