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

brownian_motion(): Brownian Motion

discrete_walk(): Discrete Sampled Walk

geometric_brownian_motion(): Geometric Brownian Motion

random_normal_drift_walk(): Generate Multiple Random Walks with Drift

random_normal_walk(): Generate Multiple Random Normal 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

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_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

Statistic and Summary Functions

Functions that summarise random walks

summarize_walks() summarise_walks(): Summarize Walks Data