In Auburngrads/SMRD: Statistical Methods For Reliability Data

Package Features

• SMRD was created to estimate various reliability measures for failure data with:

  • Failure times with multiple failure modes

  • Censored failure times (right, left, and interval censoring)

  • Truncated failure times (right, left, and interval truncation)

  • Failure times with explanatory variables (normal, Weibull, and logistic regression)

  • Repeated measures degradation data

  • Repairable system failures (recurring events)

  • Physical degradation

  • Failure times with prior information (Bayesian reliability)

  • Reliability growth test data

  • Reliability test simulations

• SMRD was built for use with Markdown documents and presentations

  • Allows for a seamless workflow to create papers & presentations incredibly fast

  • The package can be used to create high-quality plots with a single line of code

  • Turn results into $\LaTeX$ tables instantly (with the xtable, stargazer, and pander packages)

  • Easily create interactive content (with the shiny, htmlwidgets, and ggvis packages)

  • Over 120 data sets have been built into the package, see list using data(package = "SMRD")

Package Features

• SMRD was created to estimate various reliability measures for failure data with:

  • Failure times with multiple failure modes

  • Censored failure times (right, left, and interval censoring)

  • Truncated failure times (right, left, and interval truncation)

  • Failure times with explanatory variables (normal, Weibull, and logistic regression)

  • Repeated measures degradation data

  • Repairable system failures (recurring events)

  • Physical degradation

  • Failure times with prior information (Bayesian reliability)

  • Reliability growth test data

  • Reliability test simulations

• SMRD was built for use with Markdown documents and presentations

  • Allows for a seamless workflow to create papers & presentations incredibly fast

  • The package can be used to create high-quality plots with a single line of code

  • Turn results into $\LaTeX$ tables instantly (with the xtable, stargazer, and pander packages)

  • Easily create interactive content (with the shiny, htmlwidgets, and ggvis packages)

  • Over 120 data sets have been built into the package, see list using data(package = "SMRD")

Auburngrads/SMRD documentation built on Sept. 14, 2020, 2:21 a.m.