MovingBlocks-class {quantspec} | R Documentation |
Class for Moving Blocks Bootstrap implementation.
Description
MovingBlocks
is an S4 class that implements the moving blocks
bootstrap described in Künsch (1989).
Details
MovingBlocks
extends the S4 class
BootPos
and the remarks made in its documentation
apply here as well.
The Moving Blocks Bootstrap method of Künsch (1989) resamples blocks
randomly, with replacement from the collection of overlapping blocks of
length l
that start with observation 1, 2, ..., N-l+1
.
A more precise description of the procedure can also be found in
Lahiri (1999), p. 389.
References
Künsch, H. R. (1989). The jackknife and the bootstrap for general stationary observations. The Annals of Statistics, 17, 1217–1261.
See Also
[Package quantspec version 1.2-4 Index]