PredictiveValueFPs

=============================================================================

A repository for a project to examine the predictive value of frequent patterns.

Analytics use case(s): Population-Level Estimation
Study type: Clinical Application
Tags: -
Study lead: S.Ioannou
Study start date: 10 July 2022
Study end date: -
Protocol: add protocol
Publications: -
Results explorer: -

Requirements

A database in Common Data Model version 5 in one of these platforms: SQL Server, Oracle, PostgreSQL, IBM Netezza, Apache Impala, Amazon RedShift, Google BigQuery, or Microsoft APS.
R version 4.0.5
On Windows: RTools
Java
100 GB of free disk space

How to run

Follow these instructions for setting up your R environment, including RTools and Java.
Open your study package in RStudio. Use the following code to install all the dependencies:
```
install.packages("renv")
renv::activate()
renv::restore()
```
In RStudio, select 'Build' then 'Install and Restart' to install the PredictiveValueFPs package.
Before running the analysis, fill in the missing parts of the code provided under extras/CodeToRun_parallel.R and extras/ScriptToRunParallel.R. Then run the contents of the extras/CodeToRun_parallel.R to run the analysis.

License

The PredictiveValueFPs package is licensed under Apache License 2.0

Development

PredictiveValueFPs was developed in ATLAS and R Studio.

Development status

Manuscript preparation.