Keywords: 62H12; 62C10; 62F15Decomposable graphical models; Multivariate closed skew normal distribution; Conditional independence; Noninformative prior
مقالات ISI (ترجمه نشده)
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Keywords: 62H12; 62J05; 62J10Partitioned linear model; Partial parameters; Dispersion matrix; OLSE; BLUE
Keywords: 62G20; 62G05; 62H12; Consistency; Data depth; Functional data; Functional moments; Weak convergence;
Keywords: 60F05; 62F35; 62H12; Weak convergence; Central Limit Theorem; Blurring process; Robust estimation;
Keywords: 62H12; 62F10; 62C99; Elliptically symmetric distributions; High-dimensional statistics; Moore-Penrose inverse; Inverse scatter matrix; Quadratic loss; Singular sample covariance matrix; Sample eigenvalues; Stein-Haff identity;
Keywords: primary; 62H12; secondary; 62C12; Empirical Bayes method; Inadmissibility; Moore-Penrose pseudo-inverse; Portfolio selection; Pseudo Wishart distribution; Singular multivariate normal distribution; Singular Wishart distribution; Statistical decision the
Keywords: 62H12; 62H25; ECM algorithm; Lasso; SCAD; Structural equation models; Variable selection;
Keywords: 62G15; 62H12; 62N01; Empirical likelihood; Empirical process; Semiparametric model;
Keywords: 62H12; 62H25; Generalized linear latent variable model; Hidden Markov model; Linear coregionalization mold; MCECM algorithm;
Keywords: Uniform distribution; Matrix variate normal distribution; EM algorithm; Scale mixture distribution60E05; 62H05; 62H12
Keywords: 62J05; 62H12; Linear model; Misspecified model; Parametric functions; New regressors; BLUE;
Keywords: 62K05; 62H12; Multivariate linear model; Seemingly unrelated regression; Optimal design; Product type design;
Keywords: 62H12; 62F10; Covariance matrix; Efron-Morris type estimator; James-Stein estimator; Partial Iwasawa coordinates; Weighted quadratic loss; Stein's loss;
Keywords: 62H12; 62F12Adaptivity; Coordinate descent; Cross validation; Gaussian graphical models; Lasso; Convergence rates
Keywords: 62H10; 62H12; 62H15Blocked compound symmetric covariance structure; Block T2T2 statistic; Paired doubly multivariate data; Hotelling’s T2T2 statistic
Keywords: 62H12; 62J99; 62N05; Estimating equation; Informative censoring; Informative observation process; Multivariate panel count data;
Keywords: 62H12; 62H30; 62F35; 62G35Central space; Ellipticity; Multivariate median; Sliced inverse regression
Keywords: 62H12; 97K30; Gaussian graphical models; Maximum likelihood estimation; Tree-width; Connectivity number; Degeneracy number; Random graphs; Symmetric graphs;
Keywords: 62H12; 62J07; 62H99Extended growth curve model; Grouped data; Krylov space; PLS; Two-step method
Keywords: 62H12; 62F35Multivariate coefficient of variation; Influence functions; Minimum Covariance Determinant estimator; S estimator
Keywords: 62B05; 62F12; 62H12; 62H30; 62H35Sufficient dimension reduction; Sliced inverse regression; Central subspace; Central dimension folding subspace; Tensor data; Tensor decomposition
Keywords: 62H12; 62F12; 62J20Corrected score estimators; Local influence; Elliptical distributions; Linear functional mixed models
Keywords: 62G08; 62G09; 62G20; 62H12; 62P20Nonparametric regression; Bootstrap; Quantile regression; Confidence bands; Additive model; Robust statistics
Keywords: 62H12; 62G05; 62G35Elliptical distribution; Gaussian rank correlation; Gnanadesikan–Kettenring estimator; Kendall’s tau; Spatial median; Spatial sign covariance matrix; Spearman’s rho
Keywords: 62G08; 62H12; 62P10; 62G20BLUE, best linear unbiased estimator; UPDRS, Unified Parkinson’s Disease Rating ScaleDerivative; Parkinson’s disease; Random effects; Regression; Repeated measures; Telemonitoring
Keywords: 94A20; 94A12; 62H12; Algorithms; Approximation; Compressed Sensing; Restricted Isometry Property; Sparse modeling; CoSaMP; Sparse approximation; Signal space methods; Coherent dictionaries;
Keywords: 62G32; 62H12; 62G07; 62F15; 62N01; 62N02; 62P12Multivariate extremes; Censored data; Data augmentation; Semi-parametric Bayesian inference; MCMC algorithms
Keywords: 62H12; 62F10Gaussian graphical models; Jordan algebra models; Score matching; Scoring rules; Symmetry
Keywords: 62J05; 62H12; 62G32; 62H20; 62G08Intermediate tail dependence; Quantile regression; Copula; Linear conditional quantiles; Systemic risk
Keywords: 60E15; 62N05; 90B25; 60E05; 62H12; Multivariate risks; Value at risk; Directional approach; Multivariate quantile; Copula;
Keywords: 62H12; 62F30; 15B35; 90C25ℓ1ℓ1-regularization; Log-determinant divergence minimization; Gaussian Markov random fields; Graphical model selection; High-dimensional statistical inference; M-matrices; Partial correlations; Precision matrix estimation; Sign c
Keywords: 62H12; 62G20Multivariate partially linear models; Estimation; Covariance matrix
Keywords: primary; 62C10; 62F30; secondary; 62C12; 62H12; Hierarchical prior; Inadmissibility; Orthogonal invariance; Random effect model; Restricted parameter space; Statistical decision theory; Uniform prior; Wishart distribution;
Keywords: 60B20; 62H12; 62G20; 62G30Large-dimensional asymptotics; Random matrix theory; Covariance matrix estimation
Keywords: 62H15; 62H10; 62E15; 62H12; 62F03Covariance matrix; Wishart distribution; Inference procedure
Keywords: 62H10; 62H12; 62M10; 60G10Asymptotic normality; Autocovariance; Blind source separation; MA(∞) processes; Minimum distance index; SOBI
Keywords: 62H12; 62C12; 62J07Covariance matrix estimation; Empirical Bayes; Shrinkage estimation
Keywords: 62F15; 62J02; 62H12; Functional constraints; Hierarchical priors; Posterior distribution; Predictive distribution; Rectangle screened multivariate normal distribution;
Keywords: 62H30; 62H12; 62E20Asymptotic optimality; High dimension and large sample; Linear discriminant analysis; Misclassification error; Multivariate normal; Second-order approximation; Variable selection
Keywords: 62J05; 62H12; Measurement error; Linear regression; Coefficient of determination (R2); Ultrastructural model; Non-normal distribution;
Keywords: 62H12; 62G08Regression estimation; Dimension reduction; Minimax rates of convergence; Empirical risk minimization; Metric entropy
Keywords: 62H10; 62H12; 62E20; 62F12; Elliptical truncation; Forward Search; Generalized Mahalanobis distances; High-breakdown estimation; Multivariate trimming; Robust diagnostics;
Keywords: 62H12; 62G20Covariates missing at random; Inverse selection probability; Multi-index model; Single-index model
Keywords: 62H12; 62J15; 62L12; 62L05Fine-tuning; First-order efficiency; Real data illustrations; Second-order efficiency; Simulation; Truncation
Keywords: 62H12; 60D05; 62G20Uniform consistency; Zonoid depth
Keywords: 62M10; 62G05; 62H12; 62H20; 62H35Independent component analysis; Complex valued variables; Performance indices; AMUSE; Time series
Keywords: 62H12; 62J05Partitioned linear model; Partial parameter vector; OLSE; BLUE
Keywords: 60E05; 62E15; 62H12; 62-07; 62F10; 62F30; 62F03Bivariate distribution; Dispersion; Dependence; Conway–Maxwell–Poisson (COM–Poisson)
Keywords: 62F12; 62H12; 62J07Covariance matrix; Factor model; High dimension; Large sample; Non-normal distribution; Normal distribution; Portfolio management; Ridge-type estimator; Risk function
Semiparametric Bayesian analysis of transformation linear mixed models
Keywords: 62F15; 62H12; 62J20; Bayesian local influence analysis; Dirichlet Process prior; Linear mixed model; P-spline; Transformation;