Stochastic substitution, the Gibbs sampler, and the sampling-importance-resampling algorithm can be viewed as three alternative sampling- (or Monte Carlo-) based approaches to the calculation of ...

Figure 1: Joint and marginal probability distributions of climate sensitivity and transient climate response. Representing current knowledge on future carbon-cycle responses is difficult, and might be ...