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reliagrowr

Reliability Growth Analysis

https://github.com/paulgovan/reliagrowr

Science Score: 39.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (14.5%) to scientific vocabulary

Keywords

change-point-detection crow-amsaa nhpp reliability reliability-growth-testing
Last synced: 6 months ago · JSON representation

Repository

Reliability Growth Analysis

Basic Info
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 5
Topics
change-point-detection crow-amsaa nhpp reliability reliability-growth-testing
Created over 1 year ago · Last pushed 7 months ago
Metadata Files
Readme Changelog License Code of conduct

README.Rmd 

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```


[![Lifecycle: experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://lifecycle.r-lib.org/articles/stages.html#experimental)
[![CRAN status](https://www.r-pkg.org/badges/version/ReliaGrowR)](https://CRAN.R-project.org/package=ReliaGrowR)
[![CRAN checks](https://badges.cranchecks.info/summary/ReliaGrowR.svg)](https://cran.r-project.org/web/checks/check_results_ReliaGrowR.html)
[![](http://cranlogs.r-pkg.org/badges/grand-total/ReliaGrowR)](https://cran.r-project.org/package=ReliaGrowR)
[![](http://cranlogs.r-pkg.org/badges/last-month/ReliaGrowR)](https://cran.r-project.org/package=ReliaGrowR)
[![](https://img.shields.io/badge/doi-10.32614/CRAN.package.ReliaGrowR-green.svg)](https://doi.org/10.32614/CRAN.package.ReliaGrowR)


## Introduction

Welcome to **ReliaGrowR**! This package provides modeling and plotting functions for Reliability Growth Analysis (RGA), including:  

* Duane Analysis
* Crow-AMSAA NHPP 
* Piecewise Weibull NHPP
* Piecewise Weibull NHPP with Change Point Detection

To learn more about RGA and this package, please view the [vignette](https://paulgovan.github.io/ReliaGrowR/articles/RGA.html).

## Installation

To install the release version of ReliaGrowR, use:

``` r
install_packages('ReliaGrowR')
```

You can install the development version of ReliaGrowR like so:

``` r
devtools::install_github('paulgovan/ReliaGrowR')
```

## Example

Here is a basic example of Reliability Growth Analysis:

First, load the package:
```{r}
library(ReliaGrowR)
```

Next, set up some cumulative time and failure data:
```{r}
times <- c(100, 200, 300, 400, 500)
failures <- c(1, 2, 1, 3, 2)
```

Then run the rga and plot the results:
```{r}
result <- rga(times, failures)
plot_rga(result)
```

## Code of Conduct

Please note that the ReliaGrowR project is released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.

Owner

  • Name: Paul Govan
  • Login: paulgovan
  • Kind: user
  • Location: Greenville, SC
  • Company: GE Renewable Energy

Technical Leader | Reliability and Data Analytics | Renewable Energy

GitHub Events

Total
  • Create event: 2
  • Release event: 2
  • Issues event: 6
  • Watch event: 1
  • Push event: 44
Last Year
  • Create event: 2
  • Release event: 2
  • Issues event: 6
  • Watch event: 1
  • Push event: 44

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 6
  • Total pull requests: 0
  • Average time to close issues: 4 days
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 0.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 6
  • Pull requests: 0
  • Average time to close issues: 4 days
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 0.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • paulgovan (6)
Pull Request Authors
Top Labels
Issue Labels
enhancement (1) help wanted (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 236 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: ReliaGrowR

Reliability Growth Analysis

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 236 Last month
Rankings
Dependent packages count: 28.1%
Dependent repos count: 34.7%
Average: 49.8%
Downloads: 86.6%
Maintainers (1)
paul.govan2@gmail.com
Last synced: 6 months ago

Dependencies

.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.5.0 composite
  • actions/checkout v4 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION cran
  • graphics * imports
  • stats * imports
  • spelling * suggests