Two-Stage Metropolis-Hastings for Tall Data
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DOI: 10.1007/s00357-018-9248-z
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- Shujie Ma & Jeffrey S. Racine & Lijian Yang, 2015.
"Spline Regression in the Presence of Categorical Predictors,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(5), pages 705-717, August.
- Shujie Ma & Jeffrey S. Racine & Lijian Yang, 2012. "Spline Regression in the Presence of Categorical Predictors," Department of Economics Working Papers 2012-06, McMaster University.
- Bani K. Mallick & Debashis Ghosh & Malay Ghosh, 2005. "Bayesian classification of tumours by using gene expression data," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(2), pages 219-234, April.
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- Vasiliy A. Anikin & Yulia P. Lezhnina & Svetlana V. Mareeva & Ekaterina D. Slobodenyuk & Nataliya N. TikhonovĂ , 2016. "Income Stratification: Key Approaches and Their Application to Russia," HSE Working papers WP BRP 02/PSP/2016, National Research University Higher School of Economics.
- Douglas L. Steinley, 2018. "Editorial," Journal of Classification, Springer;The Classification Society, vol. 35(2), pages 195-197, July.
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Keywords
Bayesian inference; Logistic model; Bayesian multivariate adaptive regression splines; Markov chain monte carlo; Metropolis-hastings algorithm; Tall data;All these keywords.
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