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Aggregation of Nonparametric Estimators for Volatility Matrix.
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- Journal of Financial Econometrics, 2007, v. 5, n. 3, p. 321, doi. 10.1093/jjfinec/nbm008
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- Article
Robust estimation of high-dimensional covariance and precision matrices.
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- Biometrika, 2018, v. 105, n. 2, p. 271, doi. 10.1093/biomet/asy011
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- Publication type:
- Article
Variable selection for multivariate failure time data.
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- Biometrika, 2005, v. 92, n. 2, p. 303, doi. 10.1093/biomet/92.2.303
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- Article
A crossvalidation method for estimating conditional densities.
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- Biometrika, 2004, v. 91, n. 4, p. 819, doi. 10.1093/biomet/91.4.819
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- Publication type:
- Article
Generalised likelihood ratio tests for spectral density.
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- Biometrika, 2004, v. 91, n. 1, p. 195, doi. 10.1093/biomet/91.1.195
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- Publication type:
- Article
Efficient estimation of conditional variance functions in stochastic regression.
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- Biometrika, 1998, v. 85, n. 3, p. 645, doi. 10.1093/biomet/85.3.645
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- Publication type:
- Article
Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems.
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- Biometrika, 1996, v. 83, n. 1, p. 189, doi. 10.1093/biomet/83.1.189
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- Publication type:
- Article
Power Enhancement in High-Dimensional Cross-Sectional Tests.
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- Econometrica, 2015, v. 83, n. 4, p. 1497, doi. 10.3982/ECTA12749
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- Article
Macrophages in spinal cord injury: Phenotypic and functional change from exposure to myelin debris.
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- Glia, 2015, v. 63, n. 4, p. 635, doi. 10.1002/glia.22774
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- Publication type:
- Article
A Computational Approach to the Functional Clusteting of Periodic Gene-Expression Profiles.
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- Genetics, 2008, v. 180, n. 2, p. 821, doi. 10.1534/genetics.108.093690
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- Publication type:
- Article
Massive data clustering by multi-scale psychological observations.
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- National Science Review, 2022, v. 9, n. 2, p. 1, doi. 10.1093/nsr/nwab183
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- Publication type:
- Article
Challenges of Big Data analysis.
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- National Science Review, 2014, v. 1, n. 2, p. 293, doi. 10.1093/nsr/nwt032
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- Publication type:
- Article
Semi-parametric tensor factor analysis by iteratively projected singular value decomposition.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2024, v. 86, n. 3, p. 793, doi. 10.1093/jrsssb/qkae001
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- Article
SIMPLE: Statistical inference on membership profiles in large networks.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2022, v. 84, n. 2, p. 630, doi. 10.1111/rssb.12505
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- Publication type:
- Article
Estimation of the false discovery proportion with unknown dependence.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2017, v. 79, n. 4, p. 1143, doi. 10.1111/rssb.12204
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- Publication type:
- Article
High dimensional semiparametric latent graphical model for mixed data.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2017, v. 79, n. 2, p. 405, doi. 10.1111/rssb.12168
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- Publication type:
- Article
Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2017, v. 79, n. 1, p. 247, doi. 10.1111/rssb.12166
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- Publication type:
- Article
Sparsifying the Fisher linear discriminant by rotation.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2015, v. 77, n. 4, p. 827, doi. 10.1111/rssb.12092
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- Publication type:
- Article
Large covariance estimation by thresholding principal orthogonal complements.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2013, v. 75, n. 4, p. 603, doi. 10.1111/rssb.12016
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- Publication type:
- Article
A road to classification in high dimensional space: the regularized optimal affine discriminant.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2012, v. 74, n. 4, p. 745, doi. 10.1111/j.1467-9868.2012.01029.x
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- Publication type:
- Article
Variance estimation using refitted cross-validation in ultrahigh dimensional regression.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2012, v. 74, n. 1, p. 37, doi. 10.1111/j.1467-9868.2011.01005.x
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- Publication type:
- Article
Penalized composite quasi-likelihood for ultrahigh dimensional variable selection.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2011, v. 73, n. 3, p. 325, doi. 10.1111/j.1467-9868.2010.00764.x
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- Article
Sure independence screening for ultrahigh dimensional feature space.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2008, v. 70, n. 5, p. 849, doi. 10.1111/j.1467-9868.2008.00674.x
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- Publication type:
- Article
Modelling multivariate volatilities via conditionally uncorrelated components.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2008, v. 70, n. 4, p. 679, doi. 10.1111/j.1467-9868.2008.00654.x
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- Publication type:
- Article
Partially linear hazard regression with varying coefficients for multivariate survival data.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2008, v. 70, n. 1, p. 141, doi. 10.1111/j.1467-9868.2007.00630.x
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- Publication type:
- Article
Myelin Activates FAK/Akt/NF-κB Pathways and Provokes CR3-Dependent Inflammatory Response in Murine System.
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- PLoS ONE, 2010, v. 5, n. 2, p. 1, doi. 10.1371/journal.pone.0009380
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- Article
Nonparametric Modeling of Longitudinal Covariance Structure in Functional Mapping of Quantitative Trait Loci.
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- Biometrics, 2009, v. 65, n. 4, p. 1068, doi. 10.1111/j.1541-0420.2009.01222.x
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- Publication type:
- Article
The use of proteomics in the discovery of serum biomarkers from patients with severe acute respiratory syndrome.
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- Proteomics, 2004, v. 4, n. 11, p. 3477, doi. 10.1002/pmic.200400897
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- Publication type:
- Article
Simultaneous Confidence Bands and Hypotheses Testing in Varying-coefficient Models.
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- Scandinavian Journal of Statistics, 2000, v. 27, n. 4, p. 715, doi. 10.1111/1467-9469.00218
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- Publication type:
- Article
Automatic Local Smoothing for Spectral Density Estimation.
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- Scandinavian Journal of Statistics, 1998, v. 25, n. 2, p. 359, doi. 10.1111/1467-9469.00109
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- Article
Discussion.
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- International Statistical Review, 2015, v. 83, n. 1, p. 65, doi. 10.1111/insr.12078
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- Article
Discussion of 'Post selection shrinkage estimation for high-dimensional data analysis'.
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- Applied Stochastic Models in Business & Industry, 2017, v. 33, n. 2, p. 121, doi. 10.1002/asmb.2224
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- Article
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval.
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- Mathematical Programming, 2019, v. 176, n. 1/2, p. 5, doi. 10.1007/s10107-019-01363-6
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- Article
A wavelet method for unfolding sphere size distributions.
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- Canadian Journal of Statistics, 2001, v. 29, n. 2, p. 251, doi. 10.2307/3316076
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- Article
Deconvolution with supersmooth distributions.
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- Canadian Journal of Statistics, 1992, v. 20, n. 2, p. 155, doi. 10.2307/3315465
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- Article
Involvement of visinin-like protein-1 (VSNL-1) in regulating proliferative and invasive properties of neuroblastoma.
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- Carcinogenesis, 2007, v. 28, n. 10, p. 2122, doi. 10.1093/carcin/bgm147
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- Article
DISTRIBUTED SUFFICIENT DIMENSION REDUCTION FOR HETEROGENEOUS MASSIVE DATA.
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- Statistica Sinica, 2022, v. 32, p. 2455, doi. 10.5705/ss.202021.0031
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- Publication type:
- Article
STRUCTURED CORRELATION DETECTION WITH APPLICATION TO COLOCALIZATION ANALYSIS IN DUAL-CHANNEL FLUORESCENCE MICROSCOPIC IMAGING.
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- Statistica Sinica, 2021, v. 31, n. 1, p. 333, doi. 10.5705/ss.202018.0230
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- Article
PARTIAL CONSISTENCY WITH SPARSE INCIDENTAL PARAMETERS.
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- Statistica Sinica, 2018, v. 28, n. 4, p. 2633, doi. 10.5705/ss.202017.0027
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- Article
Rescuing macrophage normal function in spinal cord injury with embryonic stem cell conditioned media.
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- Molecular Brain, 2016, v. 9, p. 1, doi. 10.1186/s13041-016-0233-3
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- Article
Selection and validation of normalization methods for c-DNA microarrays using within-array replications.
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- Bioinformatics, 2007, v. 23, n. 18, p. 2391, doi. 10.1093/bioinformatics/btm361
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- Article
An overview of the estimation of large covariance and precision matrices.
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- Econometrics Journal, 2016, v. 19, n. 1, p. C1, doi. 10.1111/ectj.12061
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- Publication type:
- Article
Royal Economic Society Annual Conference 2008 Special Issue on Financial Econometrics.
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- 2009
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- Publication type:
- Editorial
Semiparametric estimation of Value at Risk.
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- Econometrics Journal, 2003, v. 6, n. 2, p. 261, doi. 10.1111/1368-423X.t01-1-00109
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- Publication type:
- Article
FarmTest: An R Package for Factor-Adjusted Robust Multiple Testing.
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- R Journal, 2020, v. 12, n. 2, p. 388, doi. 10.32614/rj-2021-023
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- Article
A Statistical Investigation of the Dependence of Tropical Cyclone Intensity Change on the Surrounding Environment.
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- Monthly Weather Review, 2017, v. 145, n. 7, p. 2813, doi. 10.1175/MWR-D-16-0368.1
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- Publication type:
- Article
Hoeffding's Inequality for General Markov Chains and Its Applications to Statistical Learning.
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- Journal of Machine Learning Research, 2021, v. 22, p. 1
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- Article
An ℓ<sub>∞</sub> Eigenvector Perturbation Bound and Its Application to Robust Covariance Estimation.
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- Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1
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- Article
Distributions of Angles in Random Packing on Spheres.
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- Journal of Machine Learning Research, 2013, v. 14, n. 7, p. 1837
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- Publication type:
- Article
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model.
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- Journal of Machine Learning Research, 2009, v. 10, n. 9, p. 2013
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- Publication type:
- Article