JointAI: Joint Analysis and Imputation of Incomplete Data in R

Missing data occur in many types of studies and typically complicate the analysis. Multiple imputation, either using joint modelling or the more flexible fully conditional specification approach, are popular and work well in standard settings. In settings involving non-linear associations or interac...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2020-09
Hauptverfasser:	Erler, Nicole S, Rizopoulos, Dimitris, Emmanuel M E H Lesaffre
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Incompatibility Missing data Modelling Regression analysis Regression models Specifications Statistical inference Statistical models Survival
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!