Keywords: 60G15; 62H12; 62M99; High-dimensional statistics; Lasso; Ornstein-Uhlenbeck process; Sparse estimation;
مقالات ISI (ترجمه نشده)
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Keywords: 62C12; 62H12; Degrees of freedom; Reduced-rank regression; Singular value thresholding; Stein's lemma; SURE;
Keywords: primary; 62H12; secondary; 62H25; Gaussian graphical model; High dimensional data; Laplacian matrix; Lasso; Precision matrix; Tracy-Widom law;
Keywords: primary; 15A15; secondary; 62H12; Pseudo determinant; Pseudo inverse; Maximum likelihood; Degenerate Gaussian; Singular covariance;
Keywords: primary; 62G07(08); secondary; 62H12; Asymmetric kernel; Boundary bias; Correlation structure; Bandwidth matrix; Nonparametric estimation; Mode-dispersion;
Keywords: primary; 62H12; secondry; 60G10; 60G15; 91G10; Curved statistical model; Dependent data; Higher-order asymptotic theory; Maximum likelihood estimation; Portfolio estimation; Regression model; Shrinkage estimator; Stationary process;
Keywords: 62H05; 62H12; EM-algorithm; Scale mixtures of normal distributions; Scale mixtures of skew-normal distributions; Shape mixtures of skew-normal distributions; Skew-normal distribution; Skew scale mixtures of normal distributions;
Keywords: 62E10; 62F10; 62H05; 62H12; 62H99; 62-07; Dependence; Equidispersion; Multivariate Poisson distribution; Overdispersion; Relative index; Scaled generalized variance; Underdispersion;
Keywords: 62F35; 62F40; 62H12; 62H15; 62J05; Diagonality test; Fast and robust bootstrap; MM-estimator; Robust testing;
Keywords: 62H12; 62H99; Drop-out; Identifiability; Incomplete data; Not missing at random; Repeated measurement data; Transition model;
Keywords: 62H12; 62J02; Panel count data; Joint frailty model; Variable selection; Quantile regression;
Keywords: 62H11; 62H12; 62H35; Conditional autoregressive model; Gaussian Markov random fields; Lattice data; Maximum likelihood estimation; Multivariate observations; Regional data;
Keywords: 62G07; 62G20; 62H12;
Keywords: Adaptive lasso; Bayesian inference; Gibbs sampler; Hierarchical model; Linear regression; 62J05; 68Q17; 62H12;
Keywords: 62G08; 62H12; Bandwidth; Nonparametric; Smoothing; Variable screening;
Keywords: 62H12; 62J07; 62F12; High-dimensional covariance matrix estimation; Lasso; Multivariate linear model; Variable selection;
Keywords: Covariance matrix estimation; High-dimensional asymptotics; MarÄenko-Pastur equation; Random matrix theory; Spectrum estimation; Two-sample problem; 62H12; 60B20; 62J07;
On simultaneous prediction in a multivariate general linear model with future observations
Keywords: 62H12; 62H25; 62J05; Multivariate general linear model; Future observation; Predictor; Estimator; Covariance matrix;
Local linear regression modelization when all variables are curves
Keywords: primary; 62G05; 62G08; 62G20; 62G35; 62G07; 62G32; 62G30; secondary; 62H12; Functional data analysis; Regression operator; Local linear estimation; Strong consistency; Functional nonparametric statistics; Functional response;
Generalized canonical correlation variables improved estimation in high dimensional seemingly unrelated regression models
Keywords: 62J05; 62H12; Generalized canonical correlation variable; High dimensional seemingly unrelated regression model; Improved estimator; Zellner's two-stage estimator;
Keywords: 62H12; 62G20; Consistency; Functional data; Functional moments; Strong law of large numbers;
Nonparametric estimation of multivariate multiparameter conditional copulas
Keywords: primary; 62G08; secondary; 62H12; Conditional copula; Calibration function; Local linear smoothing; Newton-Raphson method;
Unbiased risk estimates for matrix estimation in the elliptical case
Keywords: 62H12; 62F10; 62C99; Elliptically symmetric distributions; Stein-Haff type identity; SURE estimators;
Density ratio model for multivariate outcomes
Keywords: 62J12; 62H10; 62H12; 62H15; Density ratio model; Empirical likelihood; Semiparametric regression;
Efficient dimension reduction for multivariate response data
Keywords: 62H12; 62H86; Dimension reduction; Index regression; Multivariate regression; Semiparametric efficiency; Sliced inverse regression;
Keywords: 62G08; 62H12; Irregularly spaced data; Multiscale method; Pseudo data; Smoothing splines; Thin-plate splines; Wavelets;
Keywords: FOBI; JADE; Multilinear algebra; SOBI; 62H12; 62M10;
Estimation of parameters under a generalized growth curve model
Keywords: 62H12; 62F10; Generalized growth curve model; Maximum likelihood estimators; Separable covariance structure;
Semi-parametric order-based generalized multivariate regression
Keywords: 62H12; 62G08; 62J12; Coefficient of agreement; Generalized multivariate regression; Kendall-type measure; Rank correlation; Semi-parametric regression;
Keywords: Matrix equation; Weighted least-squares solution; Quadratic matrix-valued function; Rank; Inertia; Optimization; 15A09; 15A24; 62J05; 62H12;
Multivariate initial sequence estimators in Markov chain Monte Carlo
Keywords: 62H12; Markov chain Monte Carlo; Covariance matrix estimation; Central limit theorem; Metropolis-Hastings algorithm; Gibbs sampler;
On the oracle property of a generalized adaptive elastic-net for multivariate linear regression with a diverging number of parameters
Keywords: primary; 62H12; secondary; 62A01; Generalized adaptive elastic-net; Group variable selection; Multivariate linear regression; Oracle property;
The empirical beta copula
Keywords: 62G20; 62G30; 62H12; Copula; Empirical copula; Bernstein polynomial; Empirical Bernstein copula; Checkerboard copula;
Keywords: 15A63; 62J10; 62H12; 62B05; Best unbiased estimator; Doubly exchangeable covariance structure; Three-level multivariate data; Coordinate free approach; Unstructured mean vector;
Robust sparse Gaussian graphical modeling
Keywords: 62H12; γ-divergence; Graphical lasso; Majorize-Minimization algorithm; Robust estimation;
Sparse representation of multivariate extremes with applications to anomaly detection
Keywords: 62H12; 62G32; Anomaly detection; Dimensionality reduction; Multivariate extremes; VC theory;
Estimation and model identification of longitudinal data time-varying nonparametric models
Keywords: primary; 62H12; secondary; 62A10; Longitudinal data; Modified Cholesky decomposition; Model identification; Nonparametric regression; Time-varying;
Independent component analysis for tensor-valued data
Keywords: 62H12; 62G20; 62H10; FOBI; Kronecker structure; Matrix-valued data; Multilinear algebra;
Keywords: 62G20; 62G35; 62H12; Varying coefficient partially nonlinear model; ESL function; Robustness; Predictive ability;
Multivariate intensity estimation via hyperbolic wavelet selection
Keywords: 62G05; 62H12; Biorthogonal wavelets; Copula; Density; Hyperbolic wavelets; Lévy process; Mixed smoothness; Model selection; Poisson process;
Keywords: General bivariate distribution; Parametric estimation of parameters and stress-strength reliability; Govindarajulu's non-par-ametric interval bounds of R; 62G05; 62H10; 62H12; 62N02;
Keywords: 62H12; 62J10; 62F10Best unbiased estimator; Blocked compound symmetric covariance structure; Doubly multivariate data; Coordinate free approach
Keywords: 62H12; 62J12; 62M05; 62P10; Bivariate zero-inflated Poisson; Generalized linear model; MCEM algorithm; Missing data;
Keywords: 62H12; 62H15Generalized estimating equation; Longitudinal data; Multiple responses; Multivariate marginal models; Quadratic inference function
Keywords: 62H20; 62H12; 62G07; 62B10Canonical Correlation Analysis; Dimension reduction; Dual Central Subspaces; Multivariate analysis; Visualization
Keywords: 62H12; 62J05; Best linear unbiased estimator (BLUE); Linear restrictions; Stepwise inclusion; Rank; Inertia;
Keywords: 62H12; 62H17Algebraic variety; Bregman divergence; Contingency table; Extended MLE; Iterative scaling; Relational model
Keywords: 62J07; 62H12; De-sparsifying; Graphical Lasso; Irrepresentable condition; Lasso; Oracle rates; Sub-direction;
Keywords: 62H12; 62G05; 62G35Scale estimator; Spatial sign correlation; Spatial sign covariance matrix
Keywords: 60B20; 62H12; 62G20; 62G30Large-dimensional asymptotics; Random matrix theory; Precision matrix estimation