Category Archives: Medicine

Rcpp is smoking fast for agent-based models in data frames

In a previous post, I discussed different approaches to speeding up some loops in data frames. In particular, R data frames provide a simple framework for representing large cohorts of agents in stochastic epidemiological models, such as those representing disease … Continue reading

Posted in Health, Medicine, Modeling, R | Tagged , , , , , , , | 20 Comments

Using R and clinical heuristics to explore the Heritage Health Prize: what do we gain?

The recent opening of the Heritage Health Prize both represents a milestone and raises a cautionary flag. On the one hand, crowdsourced analytics prizes have never tackled anything so noble (not to discount predicting movie ratings), but on the other … Continue reading

Posted in Health, Medicine, R | Tagged , , | 5 Comments