Frot, Benjamin; Nandy, Preetam; Maathuis, Marloes H. Robust causal structure learning with some hidden variables. (English) Zbl 1420.62361 J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 3, 459-487 (2019). MSC: 62M05 62G35 05C90 PDFBibTeX XMLCite \textit{B. Frot} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 3, 459--487 (2019; Zbl 1420.62361) Full Text: DOI arXiv
Nandy, Preetam; Hauser, Alain; Maathuis, Marloes H. High-dimensional consistency in score-based and hybrid structure learning. (English) Zbl 1411.62144 Ann. Stat. 46, No. 6A, 3151-3183 (2018). Reviewer: Apostolos Batsidis (Ioannina) MSC: 62H12 68T05 PDFBibTeX XMLCite \textit{P. Nandy} et al., Ann. Stat. 46, No. 6A, 3151--3183 (2018; Zbl 1411.62144) Full Text: DOI arXiv Euclid
Nandy, Preetam; Maathuis, Marloes H.; Richardson, Thomas S. Estimating the effect of joint interventions from observational data in sparse high-dimensional settings. (English) Zbl 1426.62286 Ann. Stat. 45, No. 2, 647-674 (2017). MSC: 62M99 62H12 62P10 PDFBibTeX XMLCite \textit{P. Nandy} et al., Ann. Stat. 45, No. 2, 647--674 (2017; Zbl 1426.62286) Full Text: DOI arXiv