# Nonlinear Dependence and Lead-Lag Analysis via Chatterjee's Xi

## Documentation for package ‘xiacf’ version 0.5.0

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

autoplot.xi_acf | Plot method for xi_acf objects
autoplot.xi_ccf | Plot method for xi_ccf objects
autoplot.xi_matrix | Plot method for xi_matrix objects
compute_xi_acf_iaaft | Deprecated functions in xiacf
compute_xi_ccf_miaaft | Deprecated functions in xiacf
compute_xi_matrix_miaaft | Deprecated functions in xiacf
extract_xi_acf | Extract Individual Xi-ACF from a Multivariate Xi-Matrix
extract_xi_ccf | Extract Pairwise Xi-CCF from a Multivariate Xi-Matrix
generate_iaaft_surrogate | Deprecated functions in xiacf
generate_miaaft_surrogates | Deprecated functions in xiacf
generate_miaaft_surrogate_cpp | Deprecated functions in xiacf
print.xi_acf | Compute empirical Xi-ACF and its significance via IAAFT surrogates
print.xi_ccf | Directional Xi-CCF Test for Bivariate Time Series
print.xi_matrix | Print method for xi_matrix
run_rolling_xi_acf | Rolling Xi-ACF Analysis
run_rolling_xi_analysis | Deprecated functions in xiacf
run_rolling_xi_ccf | Rolling Directional Xi-CCF Analysis
surrogate_iaaft_cpp | Generate Multiple IAAFT Surrogates (Univariate)
surrogate_miaaft_cpp | Generate Multiple MIAAFT Surrogates (3D Array / Cube)
xiacf-deprecated | Deprecated functions in xiacf
xi_acf | Compute empirical Xi-ACF and its significance via IAAFT surrogates
xi_ccf | Directional Xi-CCF Test for Bivariate Time Series
xi_coefficient | Compute Chatterjee's Xi coefficient (Exported to R)
xi_matrix | Multivariate Xi-Correlogram Matrix
xi_test | Deprecated functions in xiacf