https://github.com/spsanderson/randomwalker

R Package for Random Walks
https://github.com/spsanderson/randomwalker

r random-walk random-walks rpackages rstats

Last synced: about 2 months ago
JSON representation

R Package for Random Walks

• Host: GitHub
• URL: https://github.com/spsanderson/randomwalker
• Owner: spsanderson
• License: other
• Created: 2024-07-12T02:49:09.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-10-24T01:55:33.000Z (2 months ago)
• Last Synced: 2024-10-25T13:35:51.827Z (about 2 months ago)
• Topics: r, random-walk, random-walks, rpackages, rstats
• Language: R
• Homepage: http://www.spsanderson.com/RandomWalker/
• Size: 25.7 MB
• Stars: 5
• Watchers: 1
• Forks: 1
• Open Issues: 13
• Metadata Files:
  • Readme: README.Rmd
  • Changelog: NEWS.md
  • License: LICENSE

Awesome Lists containing this project

README

        
---

output: github_document

---

```{r, include = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "man/figures/README-",

  out.width = "100%",

  message = FALSE,

  warning = FALSE

)

```

# RandomWalker 

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/RandomWalker)](https://cran.r-project.org/package=RandomWalker)

![](https://cranlogs.r-pkg.org/badges/RandomWalker)

![](https://cranlogs.r-pkg.org/badges/grand-total/RandomWalker)

[![Lifecycle: experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://lifecycle.r-lib.org/articles/stages.html##experimental)

[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](https://makeapullrequest.com)

The goal of RandomWalker is to allow users to easily create Random Walks of different

types that are compatible with the `tidyverse` suite of packages. The package is

currently in the experimental stage of development.

## Installation

You can install the released version of {TidyDensity} from CRAN with:

```r

install.packages("RandomWalker")

```

You can install the development version of RandomWalker from [GitHub](https://github.com/) with:

``` r

# install.packages("devtools")

devtools::install_github("spsanderson/RandomWalker")

```

## Example

This is a basic example which shows you how to solve a common problem:

```{r rw30_example}

library(RandomWalker)

## basic example code

rw30() |>

  head(10)

```

Here is a basic visualization of a Random Walk:

```{r random_walk_visual_example}

#| fig.alt: >

#|   Visualize a Random Walk of 30 simulations

rw30() |>

  visualize_walks()

```

Here is a basic summary of the random walks:

```{r random_walk_summary}

rw30() |>

  summarize_walks(.value = y)

rw30() |>

  summarize_walks(.value = y, .group_var = walk_number)

```