Lyudmila Sakhanenko

The naive Bayes classifier for functional data

Yi-Chen Zhang, Lyudmila Sakhanenko · Statistics & Probability Letters · 2019 · 41 citations

Data Classification, Classification Method, Naive Bayes Classifier +10

Kernel density estimators: convergence in distribution for weighted sup-norms

Evarist Giné, Vladimir Koltchinskii, Lyudmila Sakhanenko · Probability Theory and Related Fields · 2004 · 37 citations · Full text

Density Estimation, Reproducing Kernel Method, Statistical Inference +3

Integral curves of noisy vector fields and statistical problems in diffusion tensor imaging: Nonparametric kernel estimation and hypotheses testing

Vladimir Koltchinskii, Lyudmila Sakhanenko, Songhe Cai · The Annals of Statistics · 2007 · 28 citations · Full text

Engineering, White Matter, Image Analysis +23

Testing for ellipsoidal symmetry: A comparison study

Lyudmila Sakhanenko · Computational Statistics & Data Analysis · 2008 · 22 citations

Geometry, Ellipsoidal Symmetry, Symmetry (Physics) +3

Goodness-of-fit testing in regression: A finite sample comparison of bootstrap methodology and Khmaladze transformation

Hira L. Koul, Lyudmila Sakhanenko · Statistics & Probability Letters · 2005 · 19 citations

Bootstrap Resampling, Finite Sample Comparison, Goodness-of-fit Testing +9