Keywords: ابعاد بزرگ; Asymptotic power function; High dimension; Randomization test; Symmetry assumption;
مقالات ISI ابعاد بزرگ (ترجمه نشده)
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Keywords: ابعاد بزرگ; High dimension; Complete independence; Normal distribution; Limiting distribution;
Keywords: ابعاد بزرگ; Small dataset; High dimension; Sample extending attribute; Predictive model;
Keywords: ابعاد بزرگ; EM algorithm; Inverse regression; Mixture of regressions; Nonlinear regression; High dimension; Robust regression; Student distribution;
Keywords: ابعاد بزرگ; primary; 62H15; secondary; 62F05; Confidence interval; High dimension; Non-normality; Statistical hypothesis testing;
Keywords: ابعاد بزرگ; Diameter; Polyhedra; High dimension; Computer-assisted method;
Keywords: ابعاد بزرگ; Hallmark of cancer; Text annotation; Ontology; High dimension;
Variance-corrected tests for covariance structures with high-dimensional data
Keywords: ابعاد بزرگ; 62H15; Covariance structures; Heavy tails; High dimension; Identity test; Sphericity test;
Tests for the parallelism and flatness hypotheses of multi-group profile analysis for high-dimensional elliptical populations
Keywords: ابعاد بزرگ; primary; 62H15; secondary; 62F05; Elliptical population; High dimension; Profile analysis; Statistical hypothesis testing;
Testing block-diagonal covariance structure for high-dimensional data under non-normality
Keywords: ابعاد بزرگ; primary; 62H15; secondary; 62F05; Tests of covariance structure; High dimension; Statistical hypothesis testing; Non-normality;
High-dimensional rank tests for sphericity
Keywords: ابعاد بزرگ; 62H15; Asymptotic normality; High dimension; Rank test; Spatial rank; Sphericity test;
Keywords: ابعاد بزرگ; C2; C13; Dependent data; High dimension; Model averaging; Optimality;
Keywords: ابعاد بزرگ; Forward selection; High dimension; Sparsity; Single index model; Penalization; Variable selection;
Keywords: ابعاد بزرگ; Covariance matrix; Double shrinkage; High dimension; Large sample; Non-normal distribution; Normal distribution; Linear shrinkage estimator; Risk function; Shrinkage
Keywords: ابعاد بزرگ; High dimension; Imbalance; Classification
Keywords: ابعاد بزرگ; HDLSS; High dimension; Independence test; Universal asymptotics
Keywords: ابعاد بزرگ; Forward selection; High dimension; Sparsity; Linear regression; Penalization; Prediction consistency
Keywords: ابعاد بزرگ; 60B20; 60B10Random inner-product kernel matrix; Empirical spectral distribution; High dimension; Four manifolds; Log-concave
Keywords: ابعاد بزرگ; Pattern Recognition; Machine learning; Data mining; Image analysis; Computer vision; Large scale; High dimension; Big Data; Latin America
Keywords: ابعاد بزرگ; primary, 62G05; secondary, 62E20Quantile regression; Variable selection; Oracle property; Single-index structure; High dimension
Keywords: ابعاد بزرگ; Subset Simulation; Multiple stochastic responses; Reliability analysis; High dimension; Small failure probability
Keywords: ابعاد بزرگ; Classification; Sparsity; High dimension; Stein’s estimator; Shrinkage
Keywords: ابعاد بزرگ; Deformable template; Geometric variability; Maximum likelihood estimation; Missing variable; High dimension; Stochastic EM algorithm; MCMC; Anisotropic MALA
Keywords: ابعاد بزرگ; primary, 62C10; secondary, 62F10Efron–Morris estimator; Empirical Bayes procedure; High dimension; Invariant loss; Matrix mean; Moore–Penrose inverse; Shrinkage estimator; Statistical decision theory
Keywords: ابعاد بزرگ; Binary data; Clustering; Data visualization; High dimension; Latent variables; Mixture models
Keywords: ابعاد بزرگ; High dimension; Independence test
Keywords: ابعاد بزرگ; Bernoulli; Interpoint distances; High dimension; Distribution function;
Keywords: ابعاد بزرگ; Geostatistics; High dimension; Inverse transformation; Jacobian; Metropolis-Hastings algorithm; Mixture proposal;
Keywords: ابعاد بزرگ; primary, 62H15; secondary, 62F05Asymptotic distributions; Covariance matrix; High dimension; Non-normal model; Sample size smaller than dimension; Test statistics
Keywords: ابعاد بزرگ; Asymptotic distribution; High dimension; Testing mean vector; Scalar transform invariant test;
Keywords: ابعاد بزرگ; Time series; High dimension; Factor model; Dynamic eigenvalue; Dynamic eigenvector; Dynamic principal component; Spectral density; Panel data;
Keywords: ابعاد بزرگ; High dimension; Identity test; Sphericity test
Keywords: ابعاد بزرگ; 62F12; 62H12; 62J07Covariance matrix; Factor model; High dimension; Large sample; Non-normal distribution; Normal distribution; Portfolio management; Ridge-type estimator; Risk function
Hyper-spherical extrapolation method (HEM) for general high dimensional reliability problems
Keywords: ابعاد بزرگ; Extrapolation; High dimension; Hyper-spherical formulation; Monte Carlo simulation; Reliability analysis;
Bayesian framework of parameter sensitivity, uncertainty, and identifiability analysis in complex water quality models
Keywords: ابعاد بزرگ; Water quality model; Parameter; High dimension; Sensitivity; Uncertainty; Identifiability;
An adaptive mini-batch stochastic gradient method for AUC maximization
Keywords: ابعاد بزرگ; AUC maximization; Mini-batch; Adaptive updating; High dimension; Stochastic learning;
On two-sample mean tests under spiked covariances
Keywords: ابعاد بزرگ; 62H15; High dimension; Mean test; Principal subspace; Spiked covariance model;
An M-estimator for reduced-rank system identification
Keywords: ابعاد بزرگ; High dimension; Image processing; Parameter estimation; State-space model; Time series analysis;
A hybrid method based on ensemble WELM for handling multi class imbalance in cancer microarray data
Keywords: ابعاد بزرگ; Multi class imbalance; Extreme learning machine; High dimension; Feature selection; Ensemble learning;
A dynamical adaptive tensor method for the Vlasov-Poisson system
Keywords: ابعاد بزرگ; Vlasov-Poisson; Tensor; Hamiltonian; High dimension;
Multivariate Poisson interpoint distances
Keywords: ابعاد بزرگ; Interpoint distance; Poisson; Classification; High dimension
Model selection and estimation in high dimensional regression models with group SCAD
Keywords: ابعاد بزرگ; Group selection; High dimension; Oracle property; Group SCAD; Sparsity;
Streaming and dynamic algorithms for minimum enclosing balls in high dimensions
Keywords: ابعاد بزرگ; Streaming algorithms; Dynamic algorithms; High dimension
Nonparametric additive model with grouped lasso and maximizing area under the ROC curve
Keywords: ابعاد بزرگ; ROC curve; AUC; Additive model; Variable selection; High dimension;
LOL selection in high dimension
Keywords: ابعاد بزرگ; Variable selection; Instrumental variables; Linear model; High dimension; Sparsity;
Fused variable screening for massive imbalanced data
Keywords: ابعاد بزرگ; Case-control sampling; High dimension; Imbalanced data; Model-free screening; Rank correlation;
Using thresholding difference-based estimators for variable selection in partial linear models
Keywords: ابعاد بزرگ; Semi-parametric model; Differencing method; Asymptotic; High dimension; Variable selection
Error covariance matrix estimation using ridge estimator
Keywords: ابعاد بزرگ; High dimension; Error covariance matrix; Ridge estimation; Asymptotic property
The reliability of estimated confidence intervals for classification error rates when only a single sample is available
Keywords: ابعاد بزرگ; Supervised learning; Error estimation; High dimension; Small sample setting; Confidence interval
Tests for multivariate analysis of variance in high dimension under non-normality
Keywords: ابعاد بزرگ; primary, 62H15; secondary, 62F05Asymptotic distributions; High dimension; MANOVA; Multivariate linear model; Non-normal model; Sample size smaller than dimension