Back to search

Article

Conditional distribution modeling as an alternative method for covariates simulation: comparison with joint multivariate normal and bootstrap techniques

2020-11-02

Abstract excerpt

Clinical trial simulation (CTS) is a valuable tool in drug development. To obtain realistic scenarios, the subjects included in the CTS must be representative of the target population. Common ways of generating virtual subjects are based upon bootstrap (BS) procedures or multivariate normal distributions (MVND). Here, we investigated the performance of an alternative method based on conditional distributions (CD)....

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
4a5af6b6-eea3-51a9-8098-3cdc5de9510d
DOI
10.1101/2020.11.01.363325
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Conditional distribution modeling as an alternative method for covariates simulation: comparison with joint multivariate normal and bootstrap techniquesDOI 10.1101/2020.11.01.363325
Select a neighboring publication to make it the new centre.