Welcome to the NoviVerse

This site serves as the documentation hub of NoviSci’s cohort building and analysis tools.

Cohort building tools

  • Asclepias

  • Event data schemas

Analysis tools

R packages

The list below is not exhaustive, but includes key packages that may be used in production. See the nsStat gitlab group for a complete list of software.
causalPHR

Convert causalRisk objects into NoviSci PHR content. https://docs.novisci.com/causalPHR/

causalRisk

Estimate counterfactual cumulative risk using inverse-probability weighted estimators that account for dependent censoring and confounding. https://docs.novisci.com/causalRisk/

edm

Marshal event data into R. https://docs.novisci.com/edm/

gofl

A common task in data analysis is to examine statistics within multiple subgroups of the overall population. gofl is a simple DSL in R for specifying groupings. https://docs.novisci.com/gofl/

nsSank

Creates widget-ready data for Sankeys and Sunbursts. https://docs.novisci.com/nsSank/

nswidgets

NoviSci visualization widgets https://docs.novisci.com/nswidgets/

nswpr

Convenient wrapper around the NoviSci web platform APIs https://docs.novisci.com/nswpr/

smd

Compute the standardized mean difference between two groups for various data types https://docs.novisci.com/smd/

stype

Provides classes that enforce safety for types common to many statistical analyses https://docs.novisci.com/stype/

Developer docs and tools

  • nsBuild

    • ns-gitlab-ci

    • docker images