# RefCurv: A Software for the Construction of Pediatric Reference Curves

## TL;DR

RefCurv is an open-source, user-friendly software tool that enables non-technical medical practitioners to construct, visualize, and analyze pediatric reference curves using modern statistical methods.

## Contribution

It introduces the first GUI-based software leveraging the gamlss package for constructing pediatric reference curves, making advanced statistical modeling accessible to clinicians.

## Key findings

- Facilitates easy data selection and visualization.
- Allows fitting and graphical presentation of percentile models.
- Supports outlier detection and sensitivity analysis.

## Abstract

In medicine, reference curves serve as an important tool for everyday clinical practice. Pediatricians assess the growth process of children with the help of percentile curves serving as norm references. The mathematical methods for the construction of these reference curves are sophisticated and often require technical knowledge beyond the scope of physicians. An easy-to-use software for life scientists and physicians is missing. As a consequence, most medical publications do not document the construction properly. This project aims to develop a software that enables non-technical users to apply modern statistical methods to create and analyze reference curves. In this paper, we present RefCurv, a software that facilitates the construction of reference curves. The software comprises functionalities to select and visualize data. Users can fit models to the data and graphically present them as percentile curves. Furthermore, the software provides features to highlight possible outliers, perform model selection, and analyze the sensitivity. RefCurv is an open-source software with a graphical user interface (GUI) written in Python. It uses R and the gamlss add-on package (Rigby and Stasinopoulos (2005)) as the underlying statistical engine. In summary, RefCurv is the first software based on the gamlss package, which enables practitioners to construct and analyze reference curves in a user-friendly GUI. In broader terms, the software brings together the fields of statistical learning and medical application. Consequently, RefCurv can help to establish the construction of reference curves in other medical fields.