Bhaumik, Prithwish; Shi, Wenli; Ghosal, Subhashis Two-step Bayesian methods for generalized regression driven by partial differential equations. (English) Zbl 07526600 Bernoulli 28, No. 3, 1625-1647 (2022). MSC: 62Gxx 62Fxx 65Lxx PDFBibTeX XMLCite \textit{P. Bhaumik} et al., Bernoulli 28, No. 3, 1625--1647 (2022; Zbl 07526600) Full Text: DOI Link
Bhaumik, Prithwish; Ghosal, Subhashis Efficient Bayesian estimation and uncertainty quantification in ordinary differential equation models. (English) Zbl 1459.62048 Bernoulli 23, No. 4B, 3537-3570 (2017). MSC: 62G08 62F15 62E20 62P10 PDFBibTeX XMLCite \textit{P. Bhaumik} and \textit{S. Ghosal}, Bernoulli 23, No. 4B, 3537--3570 (2017; Zbl 1459.62048) Full Text: DOI arXiv Euclid
Bhaumik, Prithwish; Ghosal, Subhashis Bayesian inference for higher-order ordinary differential equation models. (English) Zbl 1365.62261 J. Multivariate Anal. 157, 103-114 (2017). MSC: 62J02 62G08 62F15 62G20 62F12 PDFBibTeX XMLCite \textit{P. Bhaumik} and \textit{S. Ghosal}, J. Multivariate Anal. 157, 103--114 (2017; Zbl 1365.62261) Full Text: DOI arXiv
Bhaumik, Prithwish; Ghosal, Subhashis Bayesian two-step estimation in differential equation models. (English) Zbl 1330.62273 Electron. J. Stat. 9, No. 2, 3124-3154 (2015). MSC: 62J02 62G08 62G20 62F15 PDFBibTeX XMLCite \textit{P. Bhaumik} and \textit{S. Ghosal}, Electron. J. Stat. 9, No. 2, 3124--3154 (2015; Zbl 1330.62273) Full Text: DOI arXiv Euclid
Bhaumik, Prithwish; Ghosal, Subhashis Bayesian estimation in differential equation models. arXiv:1403.0609 Preprint, arXiv:1403.0609 [math.ST] (2014). MSC: 62J02 62G08 62G20 62F15 BibTeX Cite \textit{P. Bhaumik} and \textit{S. Ghosal}, ``Bayesian estimation in differential equation models'', Preprint, arXiv:1403.0609 [math.ST] (2014) Full Text: arXiv OA License