Liu, Han; Lafferty, John Nonparametric graphical models. (English) Zbl 1418.62120 Maathuis, Marloes (ed.) et al., Handbook of graphical models. Boca Raton, FL: CRC Press. Chapman Hall/CRC Handb. Mod. Stat. Methods, 309-324 (2019). MSC: 62G05 05C90 62H05 62J10 PDFBibTeX XMLCite \textit{H. Liu} and \textit{J. Lafferty}, in: Handbook of graphical models. Boca Raton, FL: CRC Press. 309--324 (2019; Zbl 1418.62120)
Lafferty, John; Liu, Han; Wasserman, Larry Sparse nonparametric graphical models. (English) Zbl 1331.62219 Stat. Sci. 27, No. 4, 519-537 (2012). MSC: 62G07 62A09 62H05 PDFBibTeX XMLCite \textit{J. Lafferty} et al., Stat. Sci. 27, No. 4, 519--537 (2012; Zbl 1331.62219) Full Text: DOI arXiv Euclid
Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry The huge package for high-dimensional undirected graph estimation in R. (English) Zbl 1283.68311 J. Mach. Learn. Res. 13, 1059-1062 (2012). MSC: 68T05 62-04 68-04 68N15 PDFBibTeX XMLCite \textit{T. Zhao} et al., J. Mach. Learn. Res. 13, 1059--1062 (2012; Zbl 1283.68311) Full Text: arXiv Link
Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry High-dimensional semiparametric Gaussian copula graphical models. (English) Zbl 1297.62073 Ann. Stat. 40, No. 4, 2293-2326 (2012). MSC: 62G05 62G20 62F12 62H20 PDFBibTeX XMLCite \textit{H. Liu} et al., Ann. Stat. 40, No. 4, 2293--2326 (2012; Zbl 1297.62073) Full Text: DOI arXiv Euclid
Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry Forest density estimation. (English) Zbl 1280.62045 J. Mach. Learn. Res. 12, 907-951 (2011). MSC: 62G07 62H12 62M05 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 12, 907--951 (2011; Zbl 1280.62045) Full Text: arXiv Link
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry Sparse additive models. (English) Zbl 1411.62107 J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 5, 1009-1030 (2009). MSC: 62G08 62G05 62H30 PDFBibTeX XMLCite \textit{P. Ravikumar} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 5, 1009--1030 (2009; Zbl 1411.62107) Full Text: DOI arXiv
Liu, Han; Lafferty, John; Wasserman, Larry The nonparanormal: semiparametric estimation of high dimensional undirected graphs. (English) Zbl 1235.62035 J. Mach. Learn. Res. 10, 2295-2328 (2009). MSC: 62G05 62H99 05C99 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 10, 2295--2328 (2009; Zbl 1235.62035) Full Text: arXiv Link