Testing Autocorrelation and Partial Autocorrelation Through Bootstrap and Surrogate Methods


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Documentation for package ‘pautocorr’ version 0.5

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pautocorr-package Asymptotic methods and resampling techniques for testing (partial) autocorrelations
BartlettSE Standard error estimates for autocorrelations based on Bartlett's formula
Bartlett_Shumway Standard error estimates for autocorrelations based on Bartlett's formula
BCa.CI Percentile and Bias-corrected and accelerated (BCa) intervals
corr.VMB The vectorized moving block bootstrap
daily.moral An example data set
Durbin_Levinson_rho Estimate Partial Autocorrelations Using the Durbin-Levinson Algorithm
get.ahat Compute the Acceleration
get.T find time series length with missing data
JN.NB The surrogate data method
JN.VMB The vectorized moving block bootstrap
pair.VMB The vectorized moving block bootstrap
pautocorr Asymptotic methods and resampling techniques for testing (partial) autocorrelations
pautocorr.test Test the ACF and the PACF using both asymptotic and resampling methods
Perc.CI Percentile and Bias-corrected and accelerated (BCa) intervals
plot plot the results of pautocorr.test
plot.pautocorr plot the results of pautocorr.test
Surrogate The surrogate data method
Test.CI Performing hypothesis testing using confidence intervals
VMB The vectorized moving block bootstrap