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1990, Wiley series in probability and mathematical statistics. Applied probability and statistics, ISBN 9780471509165
eBook
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 03/2018, Volume 119, pp. 139 - 154
The multidimensional Gaussian kernel-density estimation (G-KDE) is a powerful tool to identify the distribution of random vectors when the maximal information... 
Data-driven sampling | Nonparametric representation | Optimal bandwidth | Kernel density estimation | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | BANDWIDTH MATRICES | STATISTICS & PROBABILITY
Journal Article
Quality and Reliability Engineering International, ISSN 0748-8017, 06/2018, Volume 34, Issue 4, pp. 609 - 630
Journal Article
Stochastic Processes and their Applications, ISSN 0304-4149, 10/2019, Volume 129, Issue 10, pp. 3638 - 3663
In this article, we consider the problem of sampling from a probability measure having a density on proportional to . The Euler discretization of the Langevin... 
Tamed unadjusted Langevin algorithm | Wasserstein distance | Markov chain Monte Carlo | Total variation distance | ERGODICITY | MCMC | DIFFERENTIAL-EQUATIONS | SDES | STATISTICS & PROBABILITY | TIME | STRONG-CONVERGENCE | Markov processes | Monte Carlo method | Algorithms | Differential equations | Methodology | Applications | Statistics | Statistics Theory | Machine Learning
Journal Article
Statistica Sinica, ISSN 1017-0405, 2020
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 06/2016, Volume 148, pp. 141 - 159
We propose a novel kernel estimator of the baseline function in a general high-dimensional Cox model, for which we derive non-asymptotic rates of convergence.... 
Goldenshluger and Lepski method | Survival analysis | Counting process | Conditional hazard rate function | Semi-parametric model | Kernel estimation | Non-asymptotic oracle inequality | LASSO | ORACLE INEQUALITIES | STATISTICS & PROBABILITY | BANDWIDTH SELECTION | Mathematics
Journal Article
Journal Article
PLoS ONE, ISSN 1932-6203, 03/2012, Volume 7, Issue 3, p. e32777
Background: Lying downstream of a myriad of cytokine receptors, the Janus kinase (JAK) - Signal transducer and activator of transcription (STAT) pathway is... 
GENOME DUPLICATION | ADAPTIVE IMMUNITY | PIAS PROTEINS | SIGNALING PATHWAYS | JAK/STAT PATHWAY | INTERLEUKIN-2 IL-2 | SOCS PROTEINS | BIOLOGY | GENE-ACTIVATION | PROTEIN-TYROSINE-PHOSPHATASE | CYTOKINE RECEPTORS | Janus Kinases - genetics | Signal Transduction | Humans | STAT Transcription Factors - metabolism | Synteny | Suppressor of Cytokine Signaling Proteins - genetics | Janus Kinases - metabolism | Protein Inhibitors of Activated STAT - metabolism | Receptors, Cytoplasmic and Nuclear - genetics | Phylogeny | Receptors, Cytoplasmic and Nuclear - classification | Janus Kinases - classification | Protein Inhibitors of Activated STAT - classification | STAT Transcription Factors - genetics | Animals | Immune System - metabolism | Models, Biological | Protein Inhibitors of Activated STAT - genetics | STAT Transcription Factors - classification | Suppressor of Cytokine Signaling Proteins - classification | Suppressor of Cytokine Signaling Proteins - metabolism | Evolution, Molecular | Receptors, Cytoplasmic and Nuclear - metabolism | Tyrosine | Proteins | Phosphatases | Cytokines | Analysis | Genomics | Immune system | Regulators | Adaptive systems | Intercellular signalling | Phosphorylation | Transcription factors | Transcription | Genes | Biological evolution | Cytokine receptors | Genomes | Cell interactions | Kinases | Phosphatase | Immunity | Receptors | Reproduction (copying) | Rodents | Emergence | Janus kinase | Evolution | Expansion | Medical research | Upstream | Adaptive immunity | Mammals | Vertebrates | Communications systems | Hypotheses | Stem cells | Mutation | Protein-tyrosine-phosphatase | Signal transduction | Bioinformatics
Journal Article
International Journal of Production Research, ISSN 0020-7543, 2016, Volume 54, Issue 19, pp. 5651 - 5670
Journal Article
Statistics Surveys, ISSN 1935-7516, 2010, Volume 4, pp. 40 - 79
Statistics Surveys 4 (2010) 40--79 Used to estimate the risk of an estimator or to perform model selection, cross-validation is a widespread strategy because... 
Leave-one-out | Model selection | Cross-validation | Other Statistics | Mathematics | Applications | Methodology | Statistics | Statistics Theory
Journal Article