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Theory and Methods - Component Identification and Estimation in Nonlinear High-Dimensional Regression Models by Structural Adaptation
Samarov, Alexander; Spokoiny, Vladimir; Vial, Celine - In: Journal of the American Statistical Association : JASA 100 (2005) 470, pp. 429-445
Persistent link: https://www.econbiz.de/10006606928
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Exploring Regression Structure Using Nonparametric Functional Estimation
Samarov, Alexander M. - In: Journal of the American Statistical Association : JASA 88 (1993) 423, pp. 836-847
Persistent link: https://www.econbiz.de/10006638825
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Theory and Methods - An Adaptive, Rate-Optimal Test of Linearity for Median Regression Models
Horowitz, Joel L.; Spokoiny, Vladimir G. - In: Journal of the American Statistical Association : JASA 97 (2002) 459, pp. 822-835
Persistent link: https://www.econbiz.de/10006615679
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Theory and Methods - Structural Tests in Additive Regression
Härdle, Wolfgang; Sperlich, Stefan; Spokoiny, Vladimir - In: Journal of the American Statistical Association : JASA 96 (2001) 456, pp. 1333-1347
Persistent link: https://www.econbiz.de/10006618556