Fast, approximate MCMC for Bayesian analysis of large data sets: A design based approach
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DOI: 10.4419/86788766
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References listed on IDEAS
- Guillaume Chauvet & Yves Tillé, 2006. "A fast algorithm for balanced sampling," Computational Statistics, Springer, vol. 21(1), pages 53-62, March.
- Jean-Claude Deville & Yves Tille, 2004. "Efficient balanced sampling: The cube method," Biometrika, Biometrika Trust, vol. 91(4), pages 893-912, December.
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More about this item
Keywords
Bayesian inference; big data; approximate MCMC; survey sampling;All these keywords.
JEL classification:
- C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
- C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
- C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2016-12-11 (Econometrics)
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