Tatjana Pavlenko
Tatjana Pavlenko
Associate professor in mathematical statistics, KTH Royal Institute of Technology
Подтвержден адрес электронной почты в домене kth.se
Название
Процитировано
Процитировано
Год
On feature selection, curse-of-dimensionality and error probability in discriminant analysis
T Pavlenko
Journal of Statistical Planning and Inference 115 (2), 565-584, 2003
482003
Testing linear hypotheses of mean vectors for high-dimension data with unequal covariance matrices
T Nishiyama, M Hyodo, T Seo, T Pavlenko
Journal of Statistical Planning and Inference 143 (11), 1898-1911, 2013
282013
Credit risk modeling using bayesian networks
T Pavlenko, O Chernyak
International Journal of Intelligent Systems 25 (4), 326-344, 2010
272010
Apoptosis, proliferation, and sex steroid receptors in postmenopausal endometrium before and during HRT
M Dahmoun, IS Ödmark, B Risberg, MG Karlsson, T Pavlenko, ...
Maturitas 49 (2), 114-123, 2004
262004
Lung aeration during sleep
J Appelberg, T Pavlenko, H Bergman, HU Rothen, G Hedenstierna
Chest 131 (1), 122-129, 2007
242007
Effect of dimensionality on discrimination
T Pavlenko, D Von Rosen
Statistics 35 (3), 191-213, 2001
222001
Covariance structure approximation via gLasso in high-dimensional supervised classification
T Pavlenko, A Björkström, A Tillander
Journal of Applied Statistics 39 (8), 1643-1666, 2012
212012
Testing block‐diagonal covariance structure for high‐dimensional data
M Hyodo, N Shutoh, T Nishiyama, T Pavlenko
Statistica Neerlandica 69 (4), 460-482, 2015
182015
Asymptotic properties of the misclassification rates for Euclidean Distance Discriminant rule in high-dimensional data
H Watanabe, M Hyodo, T Seo, T Pavlenko
Journal of Multivariate Analysis 140, 234-244, 2015
92015
Modified Jarque–Bera type tests for multivariate normality in a high-dimensional framework
K Koizumi, M Hyodo, T Pavlenko
Journal of Statistical Theory and Practice 8 (2), 382-399, 2014
82014
Goodness-of-fit tests based on sup-functionals of weighted empirical processes
N Stepanova, T Pavlenko
arXiv preprint arXiv:1406.0526, 2014
72014
Bayesian block-diagonal predictive classifier for Gaussian data
J Corander, T Koski, T Pavlenko, A Tillander
Synergies of Soft Computing and Statistics for Intelligent Data Analysis …, 2013
52013
Clinical course of steroid sensitive nephrotic syndrome in children: outcome and outlook
S Fomina, T Pavlenko, E Englund, I Bagdasarova
The Open Pediatric Medicine Journal 5 (1), 2011
52011
Lung aeration during sleep in patients with obstructive sleep apnoea
J Appelberg, C Janson, E Lindberg, T Pavlenko, G Hedenstierna
Clinical physiology and functional imaging 30 (4), 301-307, 2010
52010
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
42018
Bayesian network classifiers in a high dimensional framework
T Pavlenko, D von Rosen
arXiv preprint arXiv:1301.0593, 2012
42012
Clinical patterns and renal survival of nephrotic syndrome in childhood: a single-center study (1980-2006)
S Fomina, T Pavlenko, E Englund, I Bagdasarova
The Open Urology & Nephrology Journal 3 (1), 2010
42010
On the optimal weighting of high-dimensional Bayesian networks
T Pavlenko, D Von Rosen
Centre of Biostochastics, Swedish University of Agricultural Sciences, 2003
42003
Bayesian inference in decomposable graphical models using sequential Monte Carlo methods
J Olsson, T Pavlenko, FL Rios
32017
Multiple comparison procedures for high-dimensional data and their robustness under non-normality
S Takahashi, M Hyodo, T Nishiyama, T Pavlenko
Journal of the Japanese Society of Computational Statistics 26 (1), 71-82, 2013
32013
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Статьи 1–20