aaft_surrogate | Generate an amplitude adjusted Fourier transform surrogate... |
bin | Bin a dataset with multiple columns by one of the columns. |
bin_equallyspaced_df | Create equally spaced bins for a column of a data frame. |
bin_equallyspaced_vector | Create equally spaced bins for a vector. |
boxplot_maximum | Find the largest v less than or equal to upper hinge of... |
boxplot_minimum | Find the smallest v greater than or equal to lower hinge of... |
ccm | Performs CCM for a given lag. |
ccm_lagged | Cross-mapping from one variable to another variable over a... |
ccm_lagged_oneway | Cross-mapping from one variable to another variable over a... |
ccm_on_single_libsize | Performs CCM for a single set of parameters and a specified... |
ccm_over_library_sizes | Performs CCM over multiple library sizes. This function only... |
ce_surrogate | Generate a surrogate series using Davies and Harte's... |
contains_na | Check if input contains any NA values. |
create_surrogate_dataframes | Create a dataframe of multiple surrogate series. |
datamodel | Draws a random data model given a vector 'data' and its... |
datamodel_sigmas | Draws random data according to a Gaussian distribution... |
datamodel_truncated | Draws random data according to a Gaussian with standard... |
dh_surrogate | Generate a Davison and Hinkley's surrogate series. Randomises... |
directionalcausaltest | Summarise a lagged CCM result. |
draw_agemodel | Draw a random, strictly increasing age model given a vector... |
draw_random_ages | A wrapper around agemodel that returns a matrix of multiple... |
draw_random_data | Draws random datagiven a vector 'data' and its associated... |
ebisuzaki_surrogate | Generate a phase-randomised surrogate according to Ebisuzaki. |
ExponentalRegression2 | Performs an exponential regression on the form p = p_max -... |
find_local_maxima | Finds peaks in a time series by using a sliding window. |
find_local_minima | Finds troughs in a time series by using a sliding window. |
find_peaks | Finds peaks in a time series by using a sliding window.... |
find_troughs | Finds peaks in a time series by using a sliding window.... |
first_acf_minima | Finds the first minima or zero of the autocorrelation... |
first_local_minima | Finds the index of the first local minima in a series. If... |
first_mi_minima | Finds the first minima or zero of the mutual information (mi)... |
get_convergence_parameters | Computes various parameters that can be used to determine if... |
iaaft_surrogate | Generate an iterated amplitude-adjusted Fourier transform... |
is_valid_input | Checks if an input vector is valid. |
optimise_dim_boxcount | Finds the minimal embedding dimension of a series 'v'... |
optimise_dim_FNN | Finds the minimal embedding dimension of a series 'v'... |
optimise_dim_simplex | Finds the minimal embedding dimension of a series 'v'... |
optimise_embedding_dim | Finds the optimal embedding dimensions and embedding lags for... |
periodogram | Computes a periodogram for a time series. Wrapper around... |
phase_randomised_surrogate | Generate a phase randomised surrogate according to Theiler. |
random_surrogate | Generate a surrogate series by randomly shuffling the values... |
remove_outliers | Removes outliers from a vector (values outside 1.5 * IQR). |
summary_stats | Computes a set of basic statistics for a scalar valued vector |
surrogate_ccm | Cross-mapping for a surrogate ensemble. |
surrogate_ensemble | Generates surrogate series for 'ts', which is a numeric... |
validate_surrogate_method | Checks if a given surrogate method is among the currently... |
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