Faculty profile
Natalia Stepanova
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Research
Latest papers
Adaptive exact recovery in sparse nonparametric models.
Statistical inference for stochastic processes · 2025 · first author
Latest funding
- $31,000
Efficient statistical inference in sparse models
NSERC · 2024 · Principal investigator
- $132,000
High-dimensional statistical inference in parametric and nonparametric models
NSERC · 2016 · Principal investigator
- $100,000
Nonparametric analysis of multivariate data
NSERC · 2010 · Principal investigator
1 publications.
Adaptive exact recovery in sparse nonparametric models.
Stepanova N, Turcicova M
Efficient statistical inference in sparse models
Principal investigators: Stepanova, Natalia
Keywords: high-dimensional regression; dimensionality reduction; nonparametric hypothesis testing; nonparametric estimation; minimaxity and adaptivity; variable selection in sparse models; infererence for sparse compositional data; gaussian white noise; sparse signal detection; sparse signal recovery
High-dimensional statistical inference in parametric and nonparametric models
Principal investigators: Stepanova, Natalia
Nonparametric analysis of multivariate data
Principal investigators: Stepanova, Natalia
Efficient and adaptive estimation in classes of analytic functions
Principal investigators: Stepanova, Natalia
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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