Testing block-diagonal covariance structure for high-dimensional data
Hyodo, Masashi, Shutoh, Nobumichi, Nishiyama, Takahiro, Pavlenko, Tatjana
Published in Statistica Neerlandica (01.11.2015)
Published in Statistica Neerlandica (01.11.2015)
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Journal Article
Covariance structure approximation via gLasso in high-dimensional supervised classification
Pavlenko, Tatjana, Björkström, Anders, Tillander, Annika
Published in Journal of applied statistics (01.08.2012)
Published in Journal of applied statistics (01.08.2012)
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Journal Article
Lung aeration during sleep
Appelberg, Jonas, Pavlenko, Tatjana, Bergman, Henrik, Rothen, Hans Ulrich, Hedenstierna, Göran
Published in Chest (01.01.2007)
Published in Chest (01.01.2007)
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Journal Article
Testing for independence of high-dimensional variables: ρV-coefficient based approach
Hyodo, Masashi, Nishiyama, Takahiro, Pavlenko, Tatjana
Published in Journal of multivariate analysis (01.07.2020)
Published in Journal of multivariate analysis (01.07.2020)
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Journal Article
Adaptive threshold-based classification of sparse high-dimensional data
Pavlenko, Tatjana, Stepanova, Natalia, Thompson, Lee
Published in Electronic journal of statistics (01.01.2022)
Published in Electronic journal of statistics (01.01.2022)
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Journal Article
Credit risk modeling using bayesian networks
Pavlenko, Tatjana, Chernyak, Oleksandr
Published in International journal of intelligent systems (01.04.2010)
Published in International journal of intelligent systems (01.04.2010)
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Journal Article
A Behrens–Fisher problem for general factor models in high dimensions
Hyodo, Masashi, Nishiyama, Takahiro, Pavlenko, Tatjana
Published in Journal of multivariate analysis (01.05.2023)
Published in Journal of multivariate analysis (01.05.2023)
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Journal Article
Bayesian learning of weakly structural Markov graph laws using sequential Monte Carlo methods
Olsson, Jimmy, Pavlenko, Tatjana, Rios, Felix L.
Published in Electronic journal of statistics (01.01.2019)
Published in Electronic journal of statistics (01.01.2019)
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Journal Article
Estimation of the covariance matrix with two-step monotone missing data
Hyodo, Masashi, Shutoh, Nobumichi, Seo, Takashi, Pavlenko, Tatjana
Published in Communications in statistics. Theory and methods (02.04.2016)
Published in Communications in statistics. Theory and methods (02.04.2016)
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Journal Article