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Purpose

The goal of survivalAnalysis is to provide a high-level, elegant interface for the most frequent tasks of survival analysis, with a focus on the needs of clinical oncology. The syntax follows the tidyverse philosophy and is made to be used in a pipeline.

Installation

Install from CRAN:

install.packages("survivalAnalysis")

Or install the latest git version from bitbucket:

devtools::install_bitbucket("mwiesweg/survivalAnalysis")

Components

The following areas are covered:

• Univariate analysis
  • Descriptive statistics
  • Log-rank test
  • Pair-wise comparisons
• Multivariate analysis / Cox regression
• Kaplan-Meier plots based on survminer
  • Ready-to-use plot by passing the univariate analysis result
  • High-level support for grids of KM plots
• Forest plots based on ggplot2
  • Easy creation by passing the multivariate analysis result, or multiple univariate analysis results
  • Highly customizable

Getting Started

This package comes with two vignettes, which guide you through all core functionality and are recommended to get started.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.