Allows longitudinal data analysis. LonGP is a non-parametric additive Gaussian process model that builds on Gaussian processes (GP) regression and can automatically handle irregular sampling time points and time-varying covariates. The software can be useful for finding relatively weak signals that have an arbitrary shape. It was tested on simulated datasets and two real datasets including longitudinal and proteomics dataset.
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