Name
Abstract | ||
|---|---|---|
The dynamics of events occurring in continuous time can be modelled using marked point processes, or multi-state processes. Here, we review and extend the work of R0ysland et al. (2015) on causal reasoning with local independence graphs for marked point processes in the context of survival analysis. We relate the results to the decision-theoretic approach of Dawid & Didelez (2010) using influence diagrams, and present additional identifying conditions. |
Year | Venue | Field |
|---|---|---|
2015 | ACI@UAI | Graph,Causal reasoning,Computer science,Point process,Influence diagram,Artificial intelligence,Local independence |
DocType | Citations | PageRank |
Conference | 0 | 0.34 |
References | Authors | |
1 | 1 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Vanessa Didelez | 1 | 16 | 4.03 |