Keywords: 62G35; 62G20; Jackknife empirical likelihood; Gini correlation; U-statistics; Wilks' theorem; Test;
مقالات ISI (ترجمه نشده)
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Keywords: Machine learning; Stability; Robustness; Kernel; Regularization; 68Q32; 62G35; 68T05; 68T10; 62M20;
Keywords: primary; 62G35; secondary; 62H99; Breakdown points; Masking robustness; Multivariate analysis; Nonparametric methods; Outlier detection; Swamping robustness;
Keywords: 62G07; 62E20; 62G35; Bregman divergence; Kernel; Power divergence; Risk; Robustness;
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;
Optimal designs for spline wavelet regression models
Keywords: primary; 62K05; 62G35; secondary; 62G07; Haar wavelets; Minimax; Model robustness; Optimal designs; Spline wavelets; Trigonometric regression; Wavelet regression;
Domains of weak continuity of statistical functionals with a view toward robust statistics
Keywords: 62F10; 62F35; 62G05; 62G35; 62P05; (Ïk)-weak topology; w-set; Qualitative robustness; Hampel's theorem; Maximum likelihood estimator; Law-invariant convex risk measure; Aggregation robustness; Orlicz space;
Keywords: 62G20; 62G35; 62H12; Varying coefficient partially nonlinear model; ESL function; Robustness; Predictive ability;
Robust estimators in semi-functional partial linear regression models
Keywords: 62G35; 62G08; 62G05; Functional data; Kernel smoothers; Partial linear models; Robust estimation;
Keywords: primary; 62G35; secondary; 62H30; Cluster analysis; Invariant coordinate selection; Projection pursuit; Robust scatter matrices; Location measures; Multivariate mixture model;
Keywords: 62G35; 62–07Interval-valued data; Random intervals; Spatial median; Consistency
Keywords: 62G35; 62F12Functional data; Kernel weights; MM-location functionals; Robust estimation
Keywords: 62G35; 62F12; 62F03; Kernel weights; Hypothesis testing; M-location functionals; Missing at random; Partly linear models; Robust estimation;
Keywords: 62G35; 62N01; 62N03; Censored quantile regression; Fused adaptive lasso; Model selection; Non-crossing; Sup-norm;
Keywords: 62B05; 62G07; 62G08; 62G35; 62G99; 62J99Robust conditional density estimation; Robust nonparametric regression; Robust sufficient dimension reduction; Semiparametric inference; Outliers
Keywords: 62G35; 62H25Elliptical distribution; Fisher-consistency; Functional principal component; Influence function; Robust estimation; Smoothing
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
Asymptotic distributions of some robust scale estimators in explosive AR(1) model
Keywords: primary; 62G05; secondary; 62G35; Median; Absolute residuals; Pairwise absolute differences;
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;
The random matrix regime of Maronna's estimator for observations corrupted by elliptical noise
Keywords: 15B52; 62G35; 62J10; Random matrix theory; Robust scatter estimation; Robust statistics; Signal plus noise model;
On qualitative robustness of the Lotka-Nagaev estimator for the offspring mean of a supercritical Galton-Watson process
Keywords: 60J80; 62G05; 62G35; Galton-Watson process; Offspring mean; Lotka-Nagaev estimator; Qualitative robustness; Uniform conditional weak consistency;
Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals
Keywords: 62H12; 60F05; 62G35; Random matrix theory; Robust estimation; Central limit theorem; GLRT;
Variable selection for additive partial linear quantile regression with missing covariates
Keywords: 62G20; 62G35; Quantile regression; Partial linear; Missing data; Inverse probability weighting; Variable selection; SCAD; MCP;
The random matrix regime of Maronna’s M-estimator with elliptically distributed samples
Keywords: 15A52; 62G35; 62J10Random matrix theory; Robust estimation; Elliptical distribution
Robust spiked random matrices and a robust G-MUSIC estimator
Keywords: 15A52; 62G35; 62J10Random matrix theory; Robust estimation; Spiked models; MUSIC
Penalized weighted composite quantile regression in the linear regression model with heavy-tailed autocorrelated errors
Keywords: primary; 62G35; secondary; 62H12; Composite quantile regression; Heavy-tailed autoregressive error models; Oracle properties;
Robust estimation of location and scatter by pruning the minimum spanning tree
Keywords: 62F35; 62G35; Minimum covariance determinant; Minimum spanning tree; Outlier identification; Robust estimation;
Nonparametric LAD cointegrating regression
Keywords: 62G08; 62G35; 62M10Nonlinear cointegration; Integrated process; Local time; Least absolute deviation; Local polynomial regression; Bias
Robust multivariate association and dimension reduction using density divergences
Keywords: 62G07; 62G20; 62G35; 62H12; 62H20Multivariate association measures; Density power divergence; Density alpha divergence; Dimension reduction; Permutation test; Robustness
Regression quantiles and their two-step modifications
Keywords: 62J05; 62G35; 90C05Regression quantile; Regression rank scores; Two-step regression quantile; Autoregression quantile; R-estimator
Asymptotically minimax bias estimation of the correlation coefficient for bivariate independent component distributions
Keywords: 62G35; Correlation; Robustness; Bias; Independent component distributions; Contaminated normal distributions;
A class of weighted multivariate elliptical models useful for robust analysis of nonnormal and bimodal data
Keywords: primary; 62G35; secondary; 62H05; Weighted distribution; Centrally truncated multivariate elliptical distribution; Robust analysis; Bimodal data; Gibbs sampler;
Asymptotic normality of a robust estimator of the regression function for functional time series data
Keywords: primary; 62G35; secondary; 62E20; Asymptotic normality; Functional-dependent data; Kernel estimate; Nonparametric model; Robust estimation; Small balls probability;
Distribution-free tests for no effect of treatment in heteroscedastic functional data under both weak and long range dependence
Keywords: Primary; 62G10; 62G35;
Robustness of reweighted Least Squares Kernel Based Regression
Keywords: 62G35; 62G08Robust statistics; Kernel methods; Kernel based regression; Reweighting; Influence function
Asymptotic expansion of the minimum covariance determinant estimators
Keywords: 62G35; 62E20; 62H12Minimum covariance determinant; Asymptotic normality; Influence function
Optimal robust influence functions in semiparametric regression
Keywords: 62F12; 62F35; 62G35; 62N02Robust statistics; Semiparametric model; Influence function; Neighborhoods; Mean square error; Cox regression
Projection-pursuit approach to robust linear discriminant analysis
Keywords: 62H30; 62G35; 62P10Projection-pursuit; Robustness; Linear discriminant analysis; Influence function; Asymptotic variance; High-dimensional data; Microarray data
Optimal detection of Fechner-asymmetry
Keywords: 62M15; 62G35; Skewed densities; Signed-rank tests; Local asymptotic normality; Tests for symmetry;
Conditionally least-informative distributions: the case of the location parameter
Keywords: 62G35; Robustness; Confidence interval; Conditional information; Minimax;
Robust slippage rank tests for k location parameters in the presence of gross errors
Keywords: 62G10; 62G20; 62G35; Robust slippage test problem of location; Slippage rank test; Gross error; Huber's robust test theory; Asymptotic maximum size; Asymptotic minimum power; Shrinking neighborhood; Majorization; Weak majorization; Schur-convex set; Schur
High breakdown estimators for principal components: the projection-pursuit approach revisited
Keywords: 62F35; 62G35; Breakdown point; Dispersion matrix; Influence function; Principal components analysis; Projection-pursuit; Robustness;
Robust nonparametric estimators of monotone boundaries
Keywords: 62G07; 62G35; 62G20; Estimation of a monotone boundary; Robust nonparametric estimators; Isotonization procedure; Complete uniform convergence; Exponential probability inequalities;
Optimal signed-rank tests based on hyperplanes
Keywords: 62G10; 62G35; Multivariate analysis; Nonparametric inference; Hypothesis testing; Interdirections; Lift-interdirections;
Simple consistent cluster methods based on redescending M-estimators with an application to edge identification in images
Keywords: 62H30; 62G35; 62G07; 62J05; 62P99; Kernel density estimation; M-estimation; Consistency; Multivariate cluster; Regression cluster; Orthogonal regression; Edge identification in noisy images;
Affine-invariant aligned rank tests for the multivariate general linear model with VARMA errors
Keywords: 62M10; 62G10; 62H15; 62G35; Multivariate ranks and signs; Affine-invariant inference; VARMA models;