tsbootstrap {tseries}R Documentation

Bootstrap for General Stationary Data

Description

tsbootstrap generates bootstrap samples for general stationary data and computes the bootstrap estimate of standard error and bias if a statistic is given.

Usage

tsbootstrap(x, nb = 1, statistic = NULL, m = 1, b = NULL,
            type = c("stationary","block"), ...)

Arguments

x a numeric vector or time series giving the original data.
nb the number of bootstrap series to compute.
statistic a function which when applied to a time series returns a vector containing the statistic(s) of interest.
m the length of the basic blocks in the block of blocks bootstrap.
b if type is "stationary", then b is the mean block length. If type is "block", then b is the fixed block leng