Yamada, Takayuki; Himeno, Tetsuto; Tillander, Annika; Pavlenko, Tatjana Test for mean matrix in GMANOVA model under heteroscedasticity and non-normality for high-dimensional data. (English) Zbl 07748863 Theory Probab. Math. Stat. 109, 129-158 (2023). MSC: 62H15 62E20 62H10 PDFBibTeX XMLCite \textit{T. Yamada} et al., Theory Probab. Math. Stat. 109, 129--158 (2023; Zbl 07748863) Full Text: DOI arXiv
Pavlenko, Tatjana; Rios, Felix L. Graphical posterior predictive classification: Bayesian model averaging with particle Gibbs. (English) Zbl 07748861 Theory Probab. Math. Stat. 109, 81-99 (2023). MSC: 62-XX 68Txx 68Qxx 60J20 PDFBibTeX XMLCite \textit{T. Pavlenko} and \textit{F. L. Rios}, Theory Probab. Math. Stat. 109, 81--99 (2023; Zbl 07748861) Full Text: DOI arXiv
Hyodo, Masashi; Nishiyama, Takahiro; Pavlenko, Tatjana A Behrens-Fisher problem for general factor models in high dimensions. (English) Zbl 1520.62065 J. Multivariate Anal. 195, Article ID 105162, 11 p. (2023). MSC: 62H15 62F03 62F05 62H25 62-08 PDFBibTeX XMLCite \textit{M. Hyodo} et al., J. Multivariate Anal. 195, Article ID 105162, 11 p. (2023; Zbl 1520.62065) Full Text: DOI
Olsson, Jimmy; Pavlenko, Tatjana; Rios, Felix L. Sequential sampling of junction trees for decomposable graphs. (English) Zbl 1496.62019 Stat. Comput. 32, No. 5, Paper No. 80, 18 p. (2022). MSC: 62-08 05C80 65C05 PDFBibTeX XMLCite \textit{J. Olsson} et al., Stat. Comput. 32, No. 5, Paper No. 80, 18 p. (2022; Zbl 1496.62019) Full Text: DOI arXiv OA License
Pavlenko, Tatjana; Stepanova, Natalia; Thompson, Lee Adaptive threshold-based classification of sparse high-dimensional data. (English) Zbl 1493.62395 Electron. J. Stat. 16, No. 1, 1952-1996 (2022). MSC: 62H30 62H12 62E20 PDFBibTeX XMLCite \textit{T. Pavlenko} et al., Electron. J. Stat. 16, No. 1, 1952--1996 (2022; Zbl 1493.62395) Full Text: DOI Link
Hyodo, Masashi; Nishiyama, Takahiro; Pavlenko, Tatjana Testing for independence of high-dimensional variables: \(\rho V\)-coefficient based approach. (English) Zbl 1442.62128 J. Multivariate Anal. 178, Article ID 104627, 14 p. (2020). Reviewer: Kurt Marti (München) MSC: 62H15 62H20 PDFBibTeX XMLCite \textit{M. Hyodo} et al., J. Multivariate Anal. 178, Article ID 104627, 14 p. (2020; Zbl 1442.62128) Full Text: DOI
Hyodo, Masashi; Nishiyama, Takahiro; Pavlenko, Tatjana On error bounds for high-dimensional asymptotic distribution of \(L_2\)-type test statistic for equality of means. (English) Zbl 1459.62026 Stat. Probab. Lett. 157, Article ID 108637, 6 p. (2020). MSC: 62E20 62H10 62H15 PDFBibTeX XMLCite \textit{M. Hyodo} et al., Stat. Probab. Lett. 157, Article ID 108637, 6 p. (2020; Zbl 1459.62026) Full Text: DOI
Olsson, Jimmy; Pavlenko, Tatjana; Rios, Felix L. Bayesian learning of weakly structural Markov graph laws using sequential Monte Carlo methods. (English) Zbl 1431.62339 Electron. J. Stat. 13, No. 2, 2865-2897 (2019). Reviewer: Alessandro Selvitella (Fort Wayne) MSC: 62L20 62A09 65C05 PDFBibTeX XMLCite \textit{J. Olsson} et al., Electron. J. Stat. 13, No. 2, 2865--2897 (2019; Zbl 1431.62339) Full Text: DOI arXiv Euclid
Stepanova, N.; Pavlenko, T. Goodness-of-fit tests based on sup-functionals of weighted empirical processes. (English) Zbl 1404.62046 Theory Probab. Appl. 63, No. 2, 292-317 (2018) and Teor. Veroyatn. Primen. 63, No. 2, 358-388 (2018). MSC: 62G10 62J15 62G15 PDFBibTeX XMLCite \textit{N. Stepanova} and \textit{T. Pavlenko}, Theory Probab. Appl. 63, No. 2, 292--317 (2018; Zbl 1404.62046) Full Text: DOI arXiv
Ahmad, M. Rauf; Pavlenko, Tatjana A \(U\)-classifier for high-dimensional data under non-normality. (English) Zbl 1395.62146 J. Multivariate Anal. 167, 269-283 (2018). MSC: 62H30 PDFBibTeX XMLCite \textit{M. R. Ahmad} and \textit{T. Pavlenko}, J. Multivariate Anal. 167, 269--283 (2018; Zbl 1395.62146) Full Text: DOI arXiv
Pavlenko, Tatiana; Reustle, Christoph; Dobrev, Yassen; Gottinger, Michael; Jassoume, Laila; Vossiek, Martin Design and optimization of sparse planar antenna arrays for wireless 3-D local positioning systems. (English) Zbl 1391.78225 IEEE Trans. Antennas Propag. 65, No. 12, Part 2, 7288-7297 (2017). MSC: 78A50 PDFBibTeX XMLCite \textit{T. Pavlenko} et al., IEEE Trans. Antennas Propag. 65, No. 12, Part 2, 7288--7297 (2017; Zbl 1391.78225)
Pavlenko, Tatjana; Roy, Anuradha Supervised classifiers for high-dimensional higher-order data with locally doubly exchangeable covariance structure. (English) Zbl 1384.62202 Commun. Stat., Theory Methods 46, No. 23, 11612-11634 (2017). MSC: 62H30 62J07 62H12 PDFBibTeX XMLCite \textit{T. Pavlenko} and \textit{A. Roy}, Commun. Stat., Theory Methods 46, No. 23, 11612--11634 (2017; Zbl 1384.62202) Full Text: DOI
Hyodo, Masashi; Shutoh, Nobumichi; Seo, Takashi; Pavlenko, Tatjana Estimation of the covariance matrix with two-step monotone missing data. (English) Zbl 1341.62120 Commun. Stat., Theory Methods 45, No. 7, 1910-1922 (2016). MSC: 62H12 62F12 PDFBibTeX XMLCite \textit{M. Hyodo} et al., Commun. Stat., Theory Methods 45, No. 7, 1910--1922 (2016; Zbl 1341.62120) Full Text: DOI
Hyodo, Masashi; Shutoh, Nobumichi; Nishiyama, Takahiro; Pavlenko, Tatjana Testing block-diagonal covariance structure for high-dimensional data. (English) Zbl 07776157 Stat. Neerl. 69, No. 4, 460-482 (2015). MSC: 62H15 62E20 PDFBibTeX XMLCite \textit{M. Hyodo} et al., Stat. Neerl. 69, No. 4, 460--482 (2015; Zbl 07776157) Full Text: DOI
Watanabe, Hiroki; Hyodo, Masashi; Seo, Takashi; Pavlenko, Tatjana Asymptotic properties of the misclassification rates for Euclidean distance discriminant rule in high-dimensional data. (English) Zbl 1327.62383 J. Multivariate Anal. 140, 234-244 (2015). MSC: 62H30 62E20 62H10 62H12 PDFBibTeX XMLCite \textit{H. Watanabe} et al., J. Multivariate Anal. 140, 234--244 (2015; Zbl 1327.62383) Full Text: DOI arXiv
Koizumi, Kazuyuki; Hyodo, Masashi; Pavlenko, Tatjana Modified Jarque-Bera type tests for multivariate normality in a high-dimensional framework. (English) Zbl 1423.62074 J. Stat. Theory Pract. 8, No. 2, 382-399 (2014). MSC: 62J15 62H15 PDFBibTeX XMLCite \textit{K. Koizumi} et al., J. Stat. Theory Pract. 8, No. 2, 382--399 (2014; Zbl 1423.62074) Full Text: DOI
Koizumi, Kazuyuki; Sumikawa, Takuma; Pavlenko, Tatjana Measures of multivariate skewness and kurtosis in high-dimensional framework. (English) Zbl 1321.62058 SUT J. Math. 50, No. 2, 483-511 (2014). MSC: 62H10 62D05 PDFBibTeX XMLCite \textit{K. Koizumi} et al., SUT J. Math. 50, No. 2, 483--511 (2014; Zbl 1321.62058)
Corander, Jukka; Koski, Timo; Pavlenko, Tatjana; Tillander, Annika Bayesian block-diagonal predictive classifier for Gaussian data. (English) Zbl 1336.62176 Kruse, Rudolf (ed.) et al., Synergies of soft computing and statistics for intelligent data analysis. Papers based on the presentations at the 6th international conference on soft methods and probability and statistics, SMPS, Konstanz, Germany, October 4–6, 2012. Berlin: Springer (ISBN 978-3-642-33041-4/pbk; 978-3-642-33042-1/ebook). Advances in Intelligent Systems and Computing 190, 543-551 (2013). MSC: 62H30 PDFBibTeX XMLCite \textit{J. Corander} et al., Adv. Intell. Syst. Comput. 190, 543--551 (2013; Zbl 1336.62176) Full Text: DOI
Takahashi, Sho; Hyodo, Masashi; Nishiyama, Takahiro; Pavlenko, Tatjana Multiple comparison procedures for high-dimensional data and their robustness under non-normality. (English) Zbl 1326.62165 J. Jpn. Soc. Comput. Stat. 26, No. 1, 71-82 (2013). MSC: 62J15 62F35 62H10 PDFBibTeX XMLCite \textit{S. Takahashi} et al., J. Jpn. Soc. Comput. Stat. 26, No. 1, 71--82 (2013; Zbl 1326.62165) Full Text: DOI
Nishiyama, Takahiro; Hyodo, Masashi; Seo, Takashi; Pavlenko, Tatjana Testing linear hypotheses of mean vectors for high-dimension data with unequal covariance matrices. (English) Zbl 1279.62120 J. Stat. Plann. Inference 143, No. 11, 1898-1911 (2013). MSC: 62H15 62E20 65C05 PDFBibTeX XMLCite \textit{T. Nishiyama} et al., J. Stat. Plann. Inference 143, No. 11, 1898--1911 (2013; Zbl 1279.62120) Full Text: DOI
Shutoh, Nobumichi; Hyodo, Masashi; Pavlenko, Tatjana; Seo, Takashi Constrained linear discriminant rule via the Studentized classification statistic based on monotone missing data. (English) Zbl 1351.62127 SUT J. Math. 48, No. 1, 55-69 (2012). MSC: 62H30 62H10 62E17 PDFBibTeX XMLCite \textit{N. Shutoh} et al., SUT J. Math. 48, No. 1, 55--69 (2012; Zbl 1351.62127)
Pavlenko, Tatjana; Björkström, Anders; Tillander, Annika Covariance structure approximation via gLasso in high-dimensional supervised classification. (English) Zbl 1473.62227 J. Appl. Stat. 39, No. 8, 1643-1666 (2012). MSC: 62H30 PDFBibTeX XMLCite \textit{T. Pavlenko} et al., J. Appl. Stat. 39, No. 8, 1643--1666 (2012; Zbl 1473.62227) Full Text: DOI
Pavlenko, Anatoliy V.; Kagadiy, Tatiana S. Stress-strain state of a composite with a crack. (English) Zbl 1387.74036 Bolshakov, Vladimir I. (ed.) et al., Advanced problems in mechanics of heterogeneous media and thin-walled structures. Dnipropetrovs’k: ENEM (ISBN 978-966-8911-24-8/pbk). 326-333 (2010). MSC: 74E30 74R99 PDFBibTeX XMLCite \textit{A. V. Pavlenko} and \textit{T. S. Kagadiy}, in: Advanced problems in mechanics of heterogeneous media and thin-walled structures. Dnipropetrovs'k: ENEM. 326--333 (2010; Zbl 1387.74036)
Pavlenko, Tatjana; Chernyak, Oleksandr Credit risk modeling using Bayesian networks. (English) Zbl 1231.91466 Int. J. Intell. Syst. 25, No. 4, 326-344 (2010). MSC: 91G40 91G70 62C12 PDFBibTeX XMLCite \textit{T. Pavlenko} and \textit{O. Chernyak}, Int. J. Intell. Syst. 25, No. 4, 326--344 (2010; Zbl 1231.91466) Full Text: DOI
Pavlenko, Natalia; Kopp, Thilo Electronic charge and orbital reconstruction at cuprate-titanate interfaces. (English) Zbl 1156.82341 Wagner, Siegfried (ed.) et al., High performance computing in science and engineering, Garching/Munich 2007. Transactions of the third joint HLRB and KONWIHR status and result workshop, December 3–4, 2007, Leibniz Supercomputing Centre, Garching/Munich, Germany. Berlin: Springer (ISBN 978-3-540-69181-5/hbk). 697-707 (2008). MSC: 82B21 81V45 PDFBibTeX XMLCite \textit{N. Pavlenko} and \textit{T. Kopp}, in: High performance computing in science and engineering, Garching/Munich 2007. Transactions of the third joint HLRB and KONWIHR status and result workshop, December 3--4, 2007, Leibniz Supercomputing Centre, Garching/Munich, Germany. Berlin: Springer. 697--707 (2008; Zbl 1156.82341) Full Text: arXiv
Pavlenko, Tatjana; Fridén, Hakan Scoring feature subsets for separation power in supervised Bayes classification. (English) Zbl 1103.62059 Lawry, Jonathan (ed.) et al., Soft methods for integrated uncertainty modelling. Proceedings of the 2006 international workshop on soft methods in probability and statistics (SMPS 2006), Bristol, UK, September 5–7, 2006. Berlin: Springer (ISBN 3-540-34776-3/pbk). Advances in Soft Computing, 383-391 (2006). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{T. Pavlenko} and \textit{H. Fridén}, in: Soft methods for integrated uncertainty modelling. Proceedings of the 2006 international workshop on soft methods in probability and statistics (SMPS 2006), Bristol, UK, September 5--7, 2006. Berlin: Springer. 383--391 (2006; Zbl 1103.62059)
Pavlenko, Tatjana; von Rosen, Dietrich On the optimal weighting of high-dimensional Bayesian networks. (English) Zbl 1096.62067 Adv. Appl. Stat. 4, No. 3, 357-377 (2005). MSC: 62H30 62F15 62E20 PDFBibTeX XMLCite \textit{T. Pavlenko} and \textit{D. von Rosen}, Adv. Appl. Stat. 4, No. 3, 357--377 (2005; Zbl 1096.62067)
Pavlenko, Tatjana; Hall, Mikael; von Rosen, Dietrich; Andrushchenko, Zhanna Towards the optimal feature selection in high-dimensional Bayesian network classifiers. (English) Zbl 1115.62335 López-Díaz, Miguel (ed.) et al., Soft methodology and random information systems. Collection of papers presented at the 2nd international conference on soft methods in probability and statistics (SMPS’2004), Oviedo, Spain, September 2–4, 2004. Berlin: Springer (ISBN 3-540-22264-2/pbk). Advances in Soft Computing, 613-620 (2004). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{T. Pavlenko} et al., in: Soft methodology and random information systems. Collection of papers presented at the 2nd international conference on soft methods in probability and statistics (SMPS'2004), Oviedo, Spain, September 2--4, 2004. Berlin: Springer. 613--620 (2004; Zbl 1115.62335)
Kagadij, T. S.; Pavlenko, A. V. Contact problem for an elastic orthotropic half-strip. (Russian, English) Zbl 1130.74445 Prikl. Mekh., Kiev 39, No. 10, 75-84 (2003); translation in Int. Appl. Mech. 39, No. 10, 1179-1187 (2003). Reviewer: V. A. Zarutskij (Kyïv) MSC: 74M15 74A10 74S99 PDFBibTeX XMLCite \textit{T. S. Kagadij} and \textit{A. V. Pavlenko}, Prikl. Mekh., Kiev 39, No. 10, 75--84 (2003; Zbl 1130.74445); translation in Int. Appl. Mech. 39, No. 10, 1179--1187 (2003) Full Text: DOI
Kagadij, T.; Pavlenko, A. Perturbation method for the solution of linear and nonlinear equations. (Ukrainian. English summary) Zbl 1122.74336 Visn. L’viv. Univ., Ser. Prykl. Mat. Inform. 2003, No. 6, 57-63 (2003). MSC: 74B10 74S30 35B20 PDFBibTeX XMLCite \textit{T. Kagadij} and \textit{A. Pavlenko}, Visn. L'viv. Univ., Ser. Prykl. Mat. Inform. 2003, No. 6, 57--63 (2003; Zbl 1122.74336)
Pavlenko, Tatjana On feature selection, curse-of-dimensionality and error probability in discriminant analysis. (English) Zbl 1015.62066 J. Stat. Plann. Inference 115, No. 2, 565-584 (2003). MSC: 62H30 62F12 PDFBibTeX XMLCite \textit{T. Pavlenko}, J. Stat. Plann. Inference 115, No. 2, 565--584 (2003; Zbl 1015.62066) Full Text: DOI
Pavlenko, Tatjana Feature informativeness in high-dimensional discriminant analysis. (English) Zbl 1024.62028 Commun. Stat., Theory Methods 32, No. 2, 459-474 (2003). MSC: 62H30 62E20 PDFBibTeX XMLCite \textit{T. Pavlenko}, Commun. Stat., Theory Methods 32, No. 2, 459--474 (2003; Zbl 1024.62028) Full Text: DOI
Pavlenko, Tatjana; von Rosen, Dietrich Effect of dimensionality on discrimination. (English) Zbl 0980.62050 Statistics 35, No. 3, 191-213 (2001). MSC: 62H30 62F12 PDFBibTeX XMLCite \textit{T. Pavlenko} and \textit{D. von Rosen}, Statistics 35, No. 3, 191--213 (2001; Zbl 0980.62050) Full Text: DOI
Pavlenko, Tatjana Feature informativeness, curse-of-dimensionality and error probability in discriminant analysis. (English) Zbl 1044.62068 Doctoral Thesis in Mathematical Sciences 2001, No. 2. Lund: Lund Univ., Centre for Mathematical Sciences, Mathematical Statistics (ISBN 91-628-4775-9). not consec. pag. (2001). Reviewer: Edward M. Psyadlo (Odessa) MSC: 62H30 62-02 PDFBibTeX XMLCite \textit{T. Pavlenko}, Feature informativeness, curse-of-dimensionality and error probability in discriminant analysis. Lund: Lund Univ., Centre for Mathematical Sciences, Mathematical Statistics (2001; Zbl 1044.62068)
Girko, V. L.; Pavlenko, T. V. An asymptotically normal \(G\)-estimate for the Anderson-Fisher discriminant function. (English. Russian original) Zbl 0875.62267 J. Math. Sci., New York 70, No. 1, 1593-1595 (1994); translation from Vychisl. Prikl. Mat. 70, 128-132 (1990). MSC: 62H30 62G20 PDFBibTeX XMLCite \textit{V. L. Girko} and \textit{T. V. Pavlenko}, J. Math. Sci., New York 70, No. 1, 1593--1595 (1994; Zbl 0875.62267); translation from Vychisl. Prikl. Mat. 70, 128--132 (1990) Full Text: DOI
Kagadij, T. S.; Massakovskaya, L. V.; Pavlenko, A. V. The perturbation method in a spatial problem of the linear viscoelasticity of anisotropic bodies. (English. Russian original) Zbl 0786.73014 J. Appl. Math. Mech. 56, No. 1, 147-151 (1992); translation from Prikl. Mat. Mekh. 56, No. 1, 167-171 (1992). MSC: 74E10 74D99 PDFBibTeX XMLCite \textit{T. S. Kagadij} et al., J. Appl. Math. Mech. 56, No. 1, 1 (1992; Zbl 0786.73014); translation from Prikl. Mat. Mekh. 56, No. 1, 167--171 (1992) Full Text: DOI
Girko, V. L.; Pavlenko, T. V. Asymptotic normality of a new estimator of the Mahalanobis distance. (English. Russian original) Zbl 0721.62030 Theory Probab. Math. Stat. 41, 33-36 (1990); translation from Teor. Veroyatn. Mat. Stat., Kiev 41, 29-33 (1989). MSC: 62F12 62F10 62E20 PDFBibTeX XMLCite \textit{V. L. Girko} and \textit{T. V. Pavlenko}, Theory Probab. Math. Stat. 41, 33--36 (1990; Zbl 0721.62030); translation from Teor. Veroyatn. Mat. Stat., Kiev 41, 29--33 (1989)
Kagadij, T. S.; Pavlenko, A. V. The axisymmetric problem of transferring a load to a viscoelastic orthotropic body by means of an elastic rod. (English. Russian original) Zbl 0729.73043 J. Appl. Math. Mech. 53, No. 5, 619-622 (1989); translation from Prikl. Mat. Mekh. 53, No. 5, 787-790 (1989). MSC: 74Hxx 74E30 74E10 74K10 74D05 74D10 PDFBibTeX XMLCite \textit{T. S. Kagadij} and \textit{A. V. Pavlenko}, J. Appl. Math. Mech. 53, No. 5, 619--622 (1989; Zbl 0729.73043); translation from Prikl. Mat. Mekh. 53, No. 5, 787--790 (1989) Full Text: DOI
Girko, V. L.; Pavlenko, T. V. G-estimates of the quadratic discriminant function. (English. Russian original) Zbl 0702.62052 Ukr. Math. J. 41, No. 12, 1469-1473 (1989); translation from Ukr. Mat. Zh. 41, No. 12, 1700-1705 (1989). MSC: 62H30 62E20 60F05 PDFBibTeX XMLCite \textit{V. L. Girko} and \textit{T. V. Pavlenko}, Ukr. Math. J. 41, No. 12, 1469--1473 (1989; Zbl 0702.62052); translation from Ukr. Mat. Zh. 41, No. 12, 1700--1705 (1989) Full Text: DOI
Girko, V. L.; Pavlenko, T. V. Asymptotic normality of a new estimate for the Mahalanobis distance. (Russian) Zbl 0702.62019 Teor. Veroyatn. Mat. Stat., Kiev 41, 29-33 (1989). MSC: 62E20 62H12 PDFBibTeX XMLCite \textit{V. L. Girko} and \textit{T. V. Pavlenko}, Teor. Veroyatn. Mat. Stat., Kiev 41, 29--33 (1989; Zbl 0702.62019)
Girko, V. L.; Pavlenko, T. V. The G-estimate of the regularized Mahalanobis distance in the case where the distribution of observations is different from the normal one. (Russian. English summary) Zbl 0698.62044 Dokl. Akad. Nauk Ukr. SSR, Ser. A 1989, No. 11, 61-64 (1989). MSC: 62G05 62E20 PDFBibTeX XMLCite \textit{V. L. Girko} and \textit{T. V. Pavlenko}, Dokl. Akad. Nauk Ukr. SSR, Ser. A 1989, No. 11, 61--64 (1989; Zbl 0698.62044)
Girko, V. L.; Pavlenko, T. V. G-estimate of a square discriminant function. (Russian) Zbl 0691.62054 Ukr. Mat. Zh. 41, No. 12, 1700-1705 (1989). Reviewer: L.Podkaminer MSC: 62H30 62E20 60F05 PDFBibTeX XMLCite \textit{V. L. Girko} and \textit{T. V. Pavlenko}, Ukr. Mat. Zh. 41, No. 12, 1700--1705 (1989; Zbl 0691.62054) Full Text: DOI
Pavlenko, T. G-estimation of the Mahalanobis distance for the case of an arbitrary continuous distribution of observed vectors. (Russian. English summary) Zbl 0699.62063 Tr. Vychisl. Tsentra, Tartu 56, 50-58 (1988). MSC: 62H99 62H12 PDFBibTeX XMLCite \textit{T. Pavlenko}, Tr. Vychisl. Tsentra, Tartu 56, 50--58 (1988; Zbl 0699.62063)