Sonification of Markov Chain Monte Carlo Simulations Export

@misc{citeulike:2856556, abstract = {Markov chain Monte Carlo (McMC) simulation is a popular computational tool for making inferences from complex, high-dimensional probability densities. Given a particular target density p,the idea behind this technique is to simulate a Markov chain that has p as its stationary distribution. To be successful, the chain needs to be run long enough so that the distribution of the current draw is close to the target density. Unfortunately, very few diagnostic tools exist to monitor characteristics...}, author = {Hermann, T.}, citeulike-article-id = {2856556}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.20.9195}, keywords = {simulations, sonification, sonificationexamples, spinmodels}, posted-at = {2008-06-02 13:35:27}, priority = {2}, title = {Sonification of Markov Chain Monte Carlo Simulations}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.20.9195} }

TY - GEN ID - citeulike:2856556 L3 - citeulike-article-id:2856556 N2 - Markov chain Monte Carlo (McMC) simulation is a popular computational tool for making inferences from complex, high-dimensional probability densities. Given a particular target density p,the idea behind this technique is to simulate a Markov chain that has p as its stationary distribution. To be successful, the chain needs to be run long enough so that the distribution of the current draw is close to the target density. Unfortunately, very few diagnostic tools exist to monitor characteristics... TI - Sonification of Markov Chain Monte Carlo Simulations KW - simulations KW - sonification KW - sonificationexamples KW - spinmodels AU - Hermann, T UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.20.9195 ER -