Package index • RandomWalker

Automatic Random Walks

Functions that generate non-modifiable random walks

rw30(): Generate Random Walks

Generator Functions

Functions that generate modifiable random walks

Custom Generating Functions

custom_walk(): Generate Multiple Custom Random Walks in Multiple Dimensions

Continuous Generating Functions

brownian_motion(): Brownian Motion

geometric_brownian_motion(): Geometric Brownian Motion

random_beta_walk(): Generate Multiple Random Beta Walks in Multiple Dimensions

random_cauchy_walk(): Generate Multiple Random Cauchy Walks in Multiple Dimensions

random_chisquared_walk(): Generate Multiple Random Chi-Squared Walks in Multiple Dimensions

random_exponential_walk(): Generate Multiple Random Exponential Walks in Multiple Dimensions

random_f_walk(): Generate Multiple Random F Walks in Multiple Dimensions

random_gamma_walk(): Generate Multiple Random Gamma Walks in Multiple Dimensions

random_logistic_walk(): Generate Multiple Random Logistic Walks in Multiple Dimensions

random_lognormal_walk(): Generate Multiple Random Lognormal Walks in Multiple Dimensions

random_normal_drift_walk(): Generate Multiple Random Walks with Drift

random_normal_walk(): Generate Multiple Random Normal Walks in Multiple Dimensions

random_t_walk(): Generate Multiple Random t-Distributed Walks in Multiple Dimensions

random_uniform_walk(): Generate Multiple Random Uniform Walks in Multiple Dimensions

random_weibull_walk(): Generate Multiple Random Weibull Walks in Multiple Dimensions

Discrete Generating Functions

discrete_walk(): Discrete Sampled Walk

random_binomial_walk(): Generate Multiple Random Binomial Walks in Multiple Dimensions

random_displacement_walk(): Generate a Random Displacement Walk in 2D

random_geometric_walk(): Generate Multiple Random Geometric Walks in Multiple Dimensions

random_hypergeometric_walk(): Generate Multiple Random Hypergeometric Walks in Multiple Dimensions

random_multinomial_walk(): Generate Multiple Random Multinomial Walks

random_negbinomial_walk(): Generate Multiple Random Negative Binomial Walks

random_poisson_walk(): Generate Multiple Random Poisson Walks

random_smirnov_walk(): Generate Multiple Random Smirnov Walks in Multiple Dimensions

random_wilcoxon_sr_walk(): Generate Multiple Random Wilcoxon Signed-Rank Walks

random_wilcox_walk(): Generate Multiple Random Wilcoxon Walks in Multiple Dimensions

Visualization Functions

Functions that visualise random walks

visualize_walks(): Visualize Walks

Vector Functions

Functions that generate random walks in vector form

cgmean(): Cumulative Geometric Mean

chmean(): Cumulative Harmonic Mean

ckurtosis(): Cumulative Kurtosis

cmean(): Cumulative Mean

cmedian(): Cumulative Median

crange(): Cumulative Range

csd(): Cumulative Standard Deviation

cskewness(): Cumulative Skewness

cvar(): Cumulative Variance

euclidean_distance(): Distance Calculations

kurtosis_vec(): Compute Kurtosis of a Vector

rw_range(): Range

skewness_vec(): Compute Skewness of a Vector

Helpers / Utilities

Functions that help with random walks

confidence_interval(): Confidence Interval

convert_snake_to_title_case(): Helper function to convert a snake_case string to Title Case

generate_caption(): Helper function to generate a caption string based on provided attributes

get_attributes(): Get Attributes

rand_walk_column_names(): Get Column Names

rand_walk_helper(): Random Walk Helper

running_quantile(): Running Quantile Calculation

std_cum_max_augment(): Augment Cumulative Maximum

std_cum_mean_augment(): Augment Cumulative Sum

std_cum_min_augment(): Augment Cumulative Minimum

std_cum_prod_augment(): Augment Cumulative Product

std_cum_sum_augment(): Augment Cumulative Sum

subset_walks(): Subset Walks by Extreme Values

Statistic and Summary Functions

Functions that summarise random walks

summarize_walks() summarise_walks(): Summarize Walks Data