Vladimir Spokoiny
Vladimir Spokoiny
Professor for Statistics, Humboldt University und WIAS Berlin
Verified email at wias-berlin.de
Cited by
Cited by
Random gradient-free minimization of convex functions
Y Nesterov, V Spokoiny
Foundations of Computational Mathematics 17 (2), 527-566, 2017
An adaptive, rate‐optimal test of a parametric mean‐regression model against a nonparametric alternative
JL Horowitz, VG Spokoiny
Econometrica 69 (3), 599-631, 2001
Optimal spatial adaptation to inhomogeneous smoothness: an approach based on kernel estimates with variable bandwidth selectors
OV Lepski, E Mammen, VG Spokoiny
The Annals of Statistics, 929-947, 1997
Direct estimation of the index coefficient in a single-index model
M Hristache, A Juditsky, V Spokoiny
Annals of Statistics, 595-623, 2001
Adaptive weights smoothing with applications to image restoration
J Polzehl, VG Spokoiny
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2000
Adaptive hypothesis testing using wavelets
VG Spokoiny
Annals of Statistics 24 (6), 2477-2498, 1996
Optimal pointwise adaptive methods in nonparametric estimation
OV Lepski, VG Spokoiny
The Annals of Statistics, 2512-2546, 1997
Propagation-separation approach for local likelihood estimation
J Polzehl, V Spokoiny
Probability Theory and Related Fields 135 (3), 335-362, 2006
Multiscale testing of qualitative hypotheses
L Dumbgen, VG Spokoiny
Annals of Statistics, 124-152, 2001
Structure adaptive approach for dimension reduction
M Hristache, A Juditsky, J Polzehl, V Spokoiny
Annals of Statistics 29 (6), 1537-1566, 2001
Statistical inference for time-inhomogeneous volatility models
D Mercurio, V Spokoiny
The Annals of Statistics 32 (2), 577-602, 2004
Parametric estimation. Finite sample theory
V Spokoiny
The Annals of Statistics 40 (6), 2877-2909, 2012
Estimation of a function with discontinuities via local polynomial fit with an adaptive window choice
VG Spokoiny
The annals of statistics 26 (4), 1356-1378, 1998
Inhomogeneous dependence modeling with time-varying copulae
E Giacomini, W Härdle, V Spokoiny
Journal of Business & Economic Statistics 27 (2), 224-234, 2009
Multiscale local change point detection with applications to value-at-risk
V Spokoiny
The Annals of Statistics 37 (3), 1405-1436, 2009
Statistical Experiments And Decision, Asymptotic Theory
AN Shiryaev, VG Spokoiny
World Scientific, 2000
Minimax nonparametric hypothesis testing: the case of an inhomogeneous alternative
OV Lepski, VG Spokoiny
Bernoulli 5 (2), 333-358, 1999
On estimation of the L r norm of a regression function
O Lepski, A Nemirovski, V Spokoiny
Probability theory and related fields 113 (2), 221-253, 1999
Analyzing fMRI experiments with structural adaptive smoothing procedures
K Tabelow, J Polzehl, HU Voss, V Spokoiny
NeuroImage 33 (1), 55-62, 2006
In Search of Non-Gaussian Components of a High-Dimensional Distribution.
G Blanchard, M Kawanabe, M Sugiyama, V Spokoiny, KR Müller, ...
Journal of Machine Learning Research 7 (2), 2006
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