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Oracle inequalities for convex loss functions with nonlinear targets

Caner, Mehmet; Kock, Anders Bredahl - In: Econometric reviews 35 (2016) 8/10, pp. 1377-1411

Persistent link: https://www.econbiz.de/10011592343

Nonparametric analysis of replicated microarray experiments

Gannoun, Ali; Saracco, Jérôme; Urfer, Wolfgang; … - 2002

genes simultaneously. In microarray data analysis, the comparison of gene-expression profiles with respect to different … distributions of the test statistics. This paper makes two contributions to the analysis of microarray data. The first is the …

Persistent link: https://www.econbiz.de/10009770535

Nonparametric modeling approach for discovering differentially expressed genes in replicated microarray experiments

Gannoun, Ali; Saracco, Jérôme; Urfer, Wolfgang; … - 2002

genes simultaneously. In microarray data analysis, the comparison of gene-expression profiles with respect to different …

Persistent link: https://www.econbiz.de/10009770912

Nonparametric estimation of the random coefficients model : an elastic net approach

Heiss, Florian; Hetzenecker, Stephan Johannes; … - 2019

This paper investigates and extends the computationally attractive nonparametric random coefficients estimator of Fox, Kim, Ryan, and Bajari (2011). We show that their estimator is a special case of the nonnegative LASSO, explaining its sparse nature observed in many applications. Recognizing...

Persistent link: https://www.econbiz.de/10012109678