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Bayesian Learning of Climate Sensitivity I: Synthetic Observations
Climate Uncertainty Bayesian Estimation Internal Variability
2013/2/27
The instrumental temperature records are affected by both external climate forcings—in particular, the increase of long-lived greenhouse gas emissions—and natural, internal variability. Estimates of t...
Non-Homogeneous Poisson Processes Applied to Count Data: A Bayesian Approach Considering Different Prior Distributions
Non-Homogeneous Poisson Processes Bayesian Analysis Markov Chain Monte Carlo Methods and Simulation Prior Distribution
2013/3/12
This article discusses the Bayesian approach for count data using non-homogeneous Poisson processes, considering different prior distributions for the model parameters. A Bayesian approach using Marko...
Assessing Chemical Mixtures and Human Health: Use of Bayesian Belief Net Analysis
Bayesian Belief Network Endometriosis Environment Mixtures Polychlorinated Biphenyls
2013/3/11
Background: Despite humans being exposed to complex chemical mixtures, much of the available research continues to focus on a single compound or metabolite or a select subgroup of compounds inconsiste...