Keywords: 62G05; 62G08; 62G15Multivariate nonparametric regression; Variable selection; Multivariate bandwidth selection; Multivariate confidence bands
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Keywords: 62G05; 62G20; 62G30; 62G32; 62N01; 62N02Extreme-value index; Random covariate; Random right-censoring; Consistency; Asymptotic normality
Keywords: 62G05; 62G20; Quadratic functional; Projection estimator; Rate of convergence; U-statistic;
Keywords: 35A05; 35B40; 45C05; 45K05; 82D60; 92D25; 62G05; 62G20Growth-fragmentation; Cell division; Nonparametric estimation; Bias selection; Minimax rates of convergence; Bellman–Harris processes
Keywords: 62G05; 62E20; 62J02; Partial linear varying coefficient models; Three kinds of selections; Selection consistency; Oracle property; Robustness and efficiency;
Keywords: 62G05; 62G20Functional data; Functional response; Minimax convergence rate; Regularization
Keywords: 62G05; 62G20L2L2-norm consistency; Knots; Monotone function estimation; Nonparametric function; Norwegian farm data; Polynomial spline
Keywords: 62G05; 62G20Compound; Fourier transform; Kernel; Asymptotic normality; Consistency
Keywords: 62G05; 62G20; 62G30; 62G32Extremal dependence; Tail copula; Covariate
Keywords: 62H12; 62G05; 62G35Elliptical distribution; Gaussian rank correlation; Gnanadesikan–Kettenring estimator; Kendall’s tau; Spatial median; Spatial sign covariance matrix; Spearman’s rho
Keywords: 62G05; 62G20; 62G35Inverse probability weighting; Local linear approximation; Missing at random; Robust estimation
Keywords: 62G05; 62G08; 62G20Distortion measurement errors; Partial linear additive model; Local linear smoothing; Profile least squares estimators; Restricted estimator
Keywords: 62G05; 62E20; 62J02Linearity condition; Composite quantile regression; Adaptive LASSO; Oracle property; Single-index structure
Keywords: 62G05; 62G07Functional autoregressive process with random coefficients; Covariance operator; Eigenvalues and eigenvectors; Hilbert–Schmidt norm
Keywords: 62L12; 62L20; 62G05; 62G07Quantile estimation; Stochastic approximation; Nonparametric estimation; Almost-sure convergence; Asymptotic normality
Keywords: 62N01; 62N02; 62G05; 62G20; 62C05; Bivariate survival function; Right censoring; Survival analysis;
Keywords: 62G05; 62G08; 62G20; Empirical cumulant generating function; Exponential dispersion model; Generalized linear model; Single index model;
Keywords: 62F12; 62G05; Empirical likelihood; Measurement error; Confidence regions; Coverage probability; Maximum empirical likelihood estimate;
Keywords: 62G05; 62G20Exponential tilting; Generalized method of moments; Nonparametric maximum likelihood method; Profile likelihood ratio test
Keywords: 62G05; 62G20Image analysis; Set estimation; rr-convexity; Skeleton; Devroye–Wise estimator
Keywords: 62G08; 62G05; 62G20Partially linear single-index models; Local modal regression; Robust estimation; Variable selection; Oracle property
Keywords: primary; 62G05; 62G08; secondary; 62G20; Varying coefficients model; Errors-in-variables; Longitudinal data; Empirical likelihood; Maximum empirical likelihood estimator;
Keywords: 60G57; 62G05; 62F15; Bayesian nonparametric inference; Asymptotic credible intervals; Exchangeable random partition; Gibbs-type random probability measure; Index of diversity; Sampling formula; Species sampling problem; Rare variant; Two parameter Poisson
Keywords: 62G05; 62G99; 65J20; 65J22; Blind deconvolution; Blockwise SVD; Spherical deconvolution; Second generation wavelets; Nonparametric adaptive estimation; Linear inverse problems;
Keywords: 62G05; 62N05; 65C60Power function; Dirichlet multivariate process; Parallel system; Masked data; Step-stress accelerated life test
Keywords: Distribution function; Quartile ranked set sampling; Simple random sampling; Ranked set sampling; Relative efficiency62G30; 62D05; 62G05; 62G07
Keywords: 62M10; 62G05; 62H12; 62H20; 62H35Independent component analysis; Complex valued variables; Performance indices; AMUSE; Time series
Keywords: 62G05; 62G08; 62G20; 62G35; 62G07; 62G32; 62G30; Secondary 62E20Mean square relative error; Nonparametric estimation; Functional data; Regression operator; Positive responses; Asymptotic normality; Small ball property; Stock price; Economic data
Keywords: 62G05; 62G07Bandwidth; Multiplicative bias correction; Generalized Birnbaum–Saunders kernel; Heavy tailed data
Keywords: 62G05; 62G08; 62G20; 62G35Dimension reduction; Index model; Nadaraya–Watson estimator; Quantile regression
Keywords: 62G05; 62G20; Dimension reduction; Functional data; Functional response; Reproducing kernel Hilbert space;
Bootstrapping LASSO-type estimators in regression models
Keywords: primary; 62G05; secondary; 62G20; Regression models; Random predictors; Oracle property; LASSO-type estimators; Bootstrap methods;
Connecting pairwise geodesic spheres by depth: DCOPS
Keywords: 60G55; 62G05; 62G08; Depth measures; Geodesic distance; Riemannian manifolds; Spherical depth;
Non-parametric Poisson regression from independent and weakly dependent observations by model selection
Keywords: 62G05; 62G08; Poisson regression; Non-parametric estimation; Projection estimator; Adaptive estimation; Model selection;
Convergence of an iterative algorithm to the nonparametric MLE of a mixing distribution
Keywords: 62G05; 62G20; Bayesian update; Deconvolution; Mixture model; Predictive recursion; Smoothing;
Minimax lower bounds for the simultaneous wavelet deconvolution with fractional Gaussian noise and unknown kernels
Keywords: 62G05; 62G20; 62G08; Simultaneous wavelet deconvolution; Blind deconvolution; Besov space; Long-range dependence; Minimax convergence rate;
Efficiency for heteroscedastic regression with responses missing at random
Keywords: 62G05; 62G08; 62G20; 62J02; Efficiency transfer; Partially linear; Random coefficient; Semiparametric regression; Single index; Transfer principle;
Quantile regression for additive coefficient models in high dimensions
Keywords: 62G05; 62G20; Additive coefficient models; B-splines; High-dimensional model; Quantile regression; SCAD; Variable selection;
Laguerre and Hermite bases for inverse problems
Keywords: 62G05; 62G07; Adaptive estimation; Additive noise; Inverse problem; Model selection; Multiplicative censoring; Projection estimator;
Deconvolution of P(X<Y) with compactly supported error densities
Keywords: 62G05; 62G99; Deconvolution; Estimator; Convergence rate; Compactly supported;
A note on the unbiased estimator of Σ2
Keywords: 62H12; 62G05; Unbiased estimators; U-statistics; Covariance matrix; High-dimensional data;
On minimax convergence rates under Lp-risk for the anisotropic functional deconvolution model
Keywords: 62G05; 62G20; 62G08; Anisotropic functional deconvolution; Besov space; Minimax convergence rate;
Asymptotic distributions of some robust scale estimators in explosive AR(1) model
Keywords: primary; 62G05; secondary; 62G35; Median; Absolute residuals; Pairwise absolute differences;
QR decomposition based orthogonality estimation for partially linear models with longitudinal data
Keywords: 62G05; 62G20; 62G30; Partially linear model; Longitudinal data; Orthogonality estimation; QR decomposition;
Complete moment convergence for weighted sums of weakly dependent random variables and its application in nonparametric regression model
Keywords: 60F15; 62G05; Weakly dependent random variables; Complete moment convergence; Complete convergence; Nonparametric regression model; Complete consistency;
Data-driven kNN estimation in nonparametric functional data analysis
Keywords: primary; 62G05; 62G08; 62G20; 62G35; 62G07; 62G32; 62G30; secondary; 62H12; Functional data analysis; UINN consistency; Functional nonparametric statistics; kNN estimator; Data-driven estimator;
On the Kozachenko-Leonenko entropy estimator
Keywords: 62G05; Non-parametric estimation; Entropy; Nearest neighbors;
One-step M-estimates of scatter and the independence property
Keywords: 62G05; 62H05; Covariance matrix; Independent component analysis; Scatter functional; Weight function;
Empirical likelihood inference for INAR(1) model with explanatory variables
Keywords: primary; 62M10; secondary; 62G05; Empirical likelihood; INAR process; Explanatory variables; Asymptotic distribution;
COBRA: A combined regression strategy
Keywords: 62G05; 62G20Combining estimators; Consistency; Nonlinearity; Nonparametric regression; Prediction