struct: StRUCT: Statistics in R Using Class Templates

In struct: Statistics in R Using Class-based Templates

Description

This package defines classes (templates) for developing statistical workflows. These classes can be extended using other packages, making it easier to combine methods from different packages into a robust workflow. Integration with STATO: the statistical methods ontology (https://www.ebi.ac.uk/ols/ontologies/stato) provides standardised definitions for many statistical methods.

Classes

The classes include:

• DatasetExperiment: An extension of the SummarizedExperiment object by Bioconductor

• model: A template for training and applying statistics

• iterator: A template for resampling, optimisation and validation of statistical models

• chart: A template for generating graphical outputs for models and iterators

struct documentation built on Nov. 8, 2020, 8:14 p.m.