Man pages for kahaaga/tstools
Useful functions
| 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... |
