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Approximate Bayesian computation
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1	Approximate Bayesian Computation for Granular and Molecular Dynamics Simulations Lina Kulakova Computational Science and Engineering Laboratory ETH Zürich Add to Reading List Source URL: www.cse-lab.ethz.ch Language: English - Date: 2016-06-15 20:10:57 Statistics Statistical theory Bayesian statistics Estimation theory Probability distributions Statistical models Uncertainty quantification Bayesian network Bayesian inference Sufficient statistic Likelihood function Normal distribution
2	Bayes via forward simulation: Approximate Bayesian Computation Add to Reading List Source URL: astrostatistics.psu.edu Language: English - Date: 2014-06-11 05:05:10
3	Hierarchical Bayesian Modeling with Approximate Bayesian Computation Add to Reading List Source URL: astrostatistics.psu.edu Language: English - Date: 2014-06-12 07:10:32
4	University of California, Irvine Statistics Seminar Approximate Bayesian Computation for the Stellar Initial Mass Function Jessica Cisewski Add to Reading List Source URL: www.stat.uci.edu Language: English - Date: 2015-03-10 12:48:19
5	Course Description: Bayesian methodology and (Markov chain) Monte Carlo simulation for financial applications 3 ECTS Professor Antonietta Mira Add to Reading List Source URL: www.istfin.eco.usi.ch Language: English - Date: 2014-06-16 09:49:33 Statistics Statistical theory Monte Carlo methods Markov models Markov chain Monte Carlo Computational statistics Statistical mechanics Bayesian network Bayesian inference Approximate Bayesian computation Bayesian statistics MetropolisHastings algorithm
6	Approximate Bayesian Computation (ABC) in practice Add to Reading List Source URL: membres-timc.imag.fr Language: English - Date: 2012-06-13 03:47:09
7	arXiv:1401.2838v1 [cs.LG] 13 JanGPS-ABC: Gaussian Process Surrogate Approximate Bayesian Computation Max Welling Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2014-04-19 07:04:55 Statistical inference Econometrics Confidence interval Measurement Marginal likelihood Likelihood function Normal distribution Markov chain Maximum likelihood Statistics Estimation theory Bayesian statistics
8	New Insights Into Approximate Bayesian Computation G´ erard Biau1 Universit´e Pierre et Marie Curie2 & Ecole Normale Sup´erieure3 , France Add to Reading List Source URL: www.lsta.upmc.fr - Date: 2013-10-14 14:51:20
9	Approximate Bayesian computation for the parameters of PRISM programs James Cussens Department of Computer Science & York Centre for Complex Systems Analysis University of York Heslington, York, YO10 5DD, UK. . Add to Reading List Source URL: www.cs.york.ac.uk Language: English - Date: 2010-08-26 11:15:09 Bayesian statistics Econometrics Expectation–maximization algorithm Missing data Maximum likelihood Confidence interval Gamma distribution Likelihood function Hidden Markov model Statistics Estimation theory Statistical theory
10	treatment of false positives, dependent parameters, uncertainties & selection effects open source tools applicable to all existing Add to Reading List Source URL: nexsci.caltech.edu Language: English - Date: 2015-03-17 12:16:13 Logic Bayesian statistics Reasoning Extrasolar planet SETI Approximate Bayesian computation Inference Statistics Astronomy Exoplanetology

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