Följ
Natalia  Stepanova
Natalia Stepanova
Full Professor, Carleton University
Verifierad e-postadress på math.carleton.ca
Titel
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År
Variable selection with Hamming loss
C Butucea, M Ndaoud, NA Stepanova, AB Tsybakov
552018
Estimation and detection of functions from anisotropic Sobolev classes
Y Ingster, N Stepanova
292011
Goodness-of-fit tests based on sup-functionals of weighted empirical processes
N Stepanova, T Pavlenko
Theory of Probability & Its Applications 63 (2), 292-317, 2018
162018
Adaptive variable selection in nonparametric sparse additive models
C Butucea, N Stepanova
112017
Efficient estimation of multivariate analytic functions in cube-like domains
B Levit, N Stepanova
Mathematical Methods of Statistics 13 (3), 253-281, 2004
102004
Adaptive variable selection in nonparametric sparse regression
Y Ingster, N Stepanova
Journal of Mathematical Sciences 199, 184-201, 2014
82014
On estimation of analytic density functions in L p
N Stepanova
Mathematical Methods of Statistics 22, 114-136, 2013
62013
Estimation and detection of functions from weighted tensor product spaces
YI Ingster, N Stepanova
Mathematical Methods of Statistics 18, 310-340, 2009
62009
ASYMPTOTIC EFFICIENCY OF THE BLEST‐TYPE TESTS FOR INDEPENDENCE
N Stepanova, S Wang
Australian & New Zealand Journal of Statistics 50 (3), 217-233, 2008
42008
Efficient density estimation and value at risk using Fejér-type kernel functions
O Kosta, N Stepanova
Journal of Mathematical Finance 5 (5), 480-504, 2015
32015
An extremal problem with applications to the problem of testing multivariate independence
A Nazarov, N Stepanova
Journal of Nonparametric Statistics 24 (1), 3-17, 2012
32012
Adaptive signal recovery with Subbotin noise
JC Miller, NA Stepanova
Statistics & Probability Letters 196, 109791, 2023
12023
On asymptotic efficiency of multivariate version of Spearman's rho
A Nazarov, N Stepanova
arXiv preprint arXiv:0906.1059, 2009
12009
Exact variable selection in sparse nonparametric models
N Stepanova, M Turcicova
arXiv preprint arXiv:2310.07677, 2023
2023
Sparse signal recovery with Subbotin noise
N Stepanova
International Conference dedicated to the 90th birthday of Ildar Ibragimov …, 2022
2022
Adaptive threshold-based classification of sparse high-dimensional data
T Pavlenko, N Stepanova, L Thompson
Electronic Journal of Statistics 16 (1), 1952-1996, 2022
2022
On sup-functionals of weighted empirical processes with applications to inferential problems in high dimensions
N Stepanova, S Petersburg
Conference “New Trends in Mathematical Stochastics”, 17б-18, 2021
2021
An extremal problem with applications to testing multivariate independence
A Nazarov, N Stepanova
arXiv preprint arXiv:1012.0837, 2010
2010
Estimation and Detection of Analytic Functions from Weighted Tensor Product Spaces
YI Ingster, N Stepanova
Carleton University, Laboratory for Research in Statistics and Probability, 2009
2009
List of Talks
I Alexeev, M Cuparic, V Dmitriev, A Gushchin, N Karagodin, B Miloševic, ...
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Artiklar 1–20