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Measuring Empirical Computational Complexity
trend-prof empirical computational complexity
2016/5/24
The standard language for describing the asymptotic behavior of algorithms is theoretical computational complexity. We propose a method for describing the asymptotic behavior of programs in practice b...
On the Computational Complexity of MCMC-based Estimators in Large Samples
Markov Chain Monte Carlo Computational Complexity Bayesian Increasing Dimension
2010/4/28
In this paper we examine the implications of the statistical large
sample theory for the computational complexity of Bayesian and quasi-
Bayesian estimation carried out using Metropolis random walks...
This is the home page of the Colloquium of Computational Complexity (ECCC). The document contains full text fragments from monographs and lecture notes. It is being continously upgraded. There are rel...