Time Series Analysis R package ADTSA version 1.0.1 Analyzes autocorrelation and partial autocorrelation using surrogate methods and bootstrapping, and computes the acceleration constants for the vectorized moving block bootstrap provided by this package. It generates percentile, bias-corrected, and accelerated intervals and estimates partial autocorrelations using Durbin-Levinson. This package calculates the autocorrelation power spectrum, computes cross-correlations between two time series, computes bandwidth for any time series, and performs autocorrelation frequency analysis. It also calculates the periodicity of a time series. Software Leila Marvian Mashhad <Leila.marveian@gmail.com> Comprehensive R Archive Network (CRAN) Hossein Hassani [aut], Masoud Yarmohammadi [aut], Mohammad Reza Yeganegi [aut], Leila Marvian Mashhad [aut, cre] GPL-3 2024-01-08 application/tgz https://CRAN.R-project.org/package=ADTSA doi:10.32614/CRAN.package.ADTSA