Product Details
GROWTH: Functional Data Analysis of the human height postnatal growth
Created: 2021
growth, fpca, sitar, R
A computer program for modelling and predicting child growth, particularly height, in the form of an on-line application and package (growthfd (https://ondrej-klima.github.io/growthfd/)) executable in R. The aim of the architectural design was to develop software that was both easy to use and practical for paediatricians and suitable for the research community to perform batch analysis of large and diverse datasets. Therefore, the front-end was designed as a web-based application, while the computational core consists of scripts for the R environment. The R environment is widely used in the research community, so the core uses up-to-date packages according to the state-of-the-art and newly developed methods are also returned to the community in the form of R packages. The advantage of the web-based interface is that it is ready to use and does not require software installation on the user's computer, making the application available without much effort. A demonstration application is available at http://growth.sci.muni.cz.
The product is provided free of charge under the terms of the BUT license.