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Some asymptotic behaviour of the bootstrap estimates on a finite sample

✍ Scribed by Drago Čepar; Zoran Radalj


Book ID
112939085
Publisher
Springer-Verlag
Year
1990
Tongue
English
Weight
228 KB
Volume
31
Category
Article
ISSN
0932-5026

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It is seen in simulations and conÿrmed theoretically that: (i) the loss in accuracy of the Monte Carlo approximation of the bootstrap estimate can be inÿnite, due to the additional uncertainty introduced by ÿnite resampling, and (ii) the dimension of the data or the estimate of interest a ect drasti