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RandomWalker

Generate random walks of various types with tidyverse compatibility

To view the full wiki, click here: Full RandomWalker Wiki

RandomWalker is a comprehensive R package that makes it easy to generate, visualize, and analyze random walks. Whether you’re modeling stock prices, simulating particle movements, or exploring stochastic processes, RandomWalker provides a unified, tidyverse-compatible interface with extensive distribution support.

✨ Key Features

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Install

install.packages('RandomWalker')

Monthly Downloads

291

Version

1.1.0

License

MIT + file LICENSE

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/spsanderson/RandomWalker

Homepage

https://www.spsanderson.com/RandomWalker/

Maintainer

Steven Sanderson

Last Published

September 7th, 2026

Functions in RandomWalker (1.1.0)

random_displacement_walk

Generate a Random Displacement Walk in 2D

random_exponential_walk

Generate Multiple Random Exponential Walks in Multiple Dimensions

plot_double_pendulum

Plot a Double Pendulum Trajectory

Compute Kurtosis of a Vector

rand_walk_helper

Random Walk Helper

random_hypergeometric_walk

Generate Multiple Random Hypergeometric Walks in Multiple Dimensions

random_geometric_walk

Generate Multiple Random Geometric Walks in Multiple Dimensions

double_pendulum_walk

Double Pendulum Walk

Discrete Sampled Walk

random_chisquared_walk

Generate Multiple Random Chi-Squared Walks in Multiple Dimensions

random_cauchy_walk

Generate Multiple Random Cauchy Walks in Multiple Dimensions

random_normal_walk

Generate Multiple Random Normal Walks in Multiple Dimensions

random_normal_drift_walk

Generate Multiple Random Walks with Drift

Generate Multiple Random F Walks in Multiple Dimensions

random_gamma_walk

Generate Multiple Random Gamma Walks in Multiple Dimensions

random_lognormal_walk

Generate Multiple Random Lognormal Walks in Multiple Dimensions

random_wilcox_walk

Generate Multiple Random Wilcoxon Walks in Multiple Dimensions

random_binomial_walk

Generate Multiple Random Binomial Walks in Multiple Dimensions

random_beta_walk

Generate Multiple Random Beta Walks in Multiple Dimensions

random_weibull_walk

Generate Multiple Random Weibull Walks in Multiple Dimensions

random_logistic_walk

Generate Multiple Random Logistic Walks in Multiple Dimensions

Generate Multiple Random t-Distributed Walks in Multiple Dimensions

random_uniform_walk

Generate Multiple Random Uniform Walks in Multiple Dimensions

random_negbinomial_walk

Generate Multiple Random Negative Binomial Walks

random_multinomial_walk

Generate Multiple Random Multinomial Walks

running_quantile

Running Quantile Calculation

random_wilcoxon_sr_walk

Generate Multiple Random Wilcoxon Signed-Rank Walks

Generate Random Walks

std_cum_mean_augment

Augment Cumulative Sum

std_cum_prod_augment

Augment Cumulative Product

Compute Skewness of a Vector

std_cum_max_augment

Augment Cumulative Maximum

std_cum_sum_augment

Augment Cumulative Sum

std_cum_min_augment

Augment Cumulative Minimum

random_smirnov_walk

Generate Multiple Random Smirnov Walks in Multiple Dimensions

summarize_walks

Summarize Walks Data

Subset Walks by Extreme Values

random_poisson_walk

Generate Multiple Random Poisson Walks

visualize_walks

Visualize Walks

Cumulative Range

Cumulative Mean

convert_snake_to_title_case

Helper function to convert a snake_case string to Title Case

brownian_motion

Brownian Motion

Cumulative Harmonic Mean

Cumulative Kurtosis

Cumulative Geometric Mean

Cumulative Median

animate_double_pendulum

Animate a Double Pendulum

confidence_interval

Confidence Interval

euclidean_distance

Distance Calculations

geometric_brownian_motion

Geometric Brownian Motion

generate_caption

Helper function to generate a caption string based on provided attributes

Cumulative Variance

Generate Multiple Custom Random Walks in Multiple Dimensions

Cumulative Standard Deviation

Cumulative Skewness

rand_walk_column_names

Get Column Names