Keywords: 62G08; 62G20; Bi-dimensional density estimation; Copula density; Mean integrated squared error; Wavelet methods;
مقالات ISI (ترجمه نشده)
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Keywords: primary; 62G10; secondary; 62G08; B-spline; Modal regression; Robustness; Semivarying coefficient model; Shrinkage estimation;
Keywords: 62G08; 62G20Varying coefficient partially linear models; Variable selection; Longitudinal data; Generalized estimating equations
Keywords: 62G08; 62G15Conditional heteroscedasticity; Functional central limit theorem; Nonparametric regression; Self-normalization; Time series
Keywords: 62G08; 62G05Adaptive estimation; EM algorithm; Kernel smoothing; Local maximum likelihood; Varying coefficient models
Keywords: 41A10; 41A25; 41A50; 41A63; 62G08; 65M70Approximation theory; Discrete least squares; Noisy evaluations; Error analysis; Convergence rates; Large deviations; Learning theory; Multivariate polynomial approximation
Keywords: 62G08; 62G09; 62G20; 62H12; 62P20Nonparametric regression; Bootstrap; Quantile regression; Confidence bands; Additive model; Robust statistics
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: 62G05; 62G08; 62G20Distortion measurement errors; Partial linear additive model; Local linear smoothing; Profile least squares estimators; Restricted estimator
Keywords: 62G08; 62G05Additive model; Oracle rate; Penalized least squares; Smoothness
Keywords: 62B05; 62G07; 62G08; 62G35; 62G99; 62J99Robust conditional density estimation; Robust nonparametric regression; Robust sufficient dimension reduction; Semiparametric inference; Outliers
Keywords: 62G08; 62G20Partially linear additive models; Tangent cone; Efficiency bound; Isotonic regression
Keywords: 62G08; 62G20Varying coefficient models; Smooth backfitting; Semiparametric efficiency; Profile likelihood
Keywords: 62G10; 62G08; 62G30Partially linear regression; Additive regression; Local polynomial smoother; Marginal integration estimator; Uniform stochastic expansion; Responses missing at random
Keywords: 62G08; 62G20; Partially linear varying coefficient models; Smooth backfitting; Semiparametric information bound; Profile likelihood;
Keywords: 62G08; 62G20; 62F12Correlation coefficient; Distorting function; Measurement error models; Kernel smoothing
Keywords: 62G05; 62G08; 62G20; Empirical cumulant generating function; Exponential dispersion model; Generalized linear model; Single index model;
Keywords: 62G08; 62G05; 62G20Partially linear single-index models; Local modal regression; Robust estimation; Variable selection; Oracle property
Keywords: 62G08; 62G20Semiparametric varying coefficient partially linear models; Variable selection; Longitudinal data; Quadratic inference functions
Keywords: primary; 62G05; 62G08; secondary; 62G20; Varying coefficients model; Errors-in-variables; Longitudinal data; Empirical likelihood; Maximum empirical likelihood estimator;
Keywords: 62G08; 62H99Multiple nonparametric regression; Local linear estimation; Local additive estimation; Local linear–additive estimation; Double nonadditivity penalty
Keywords: 60E15; 62G07; 62G08; Concentration inequality; Itô integral; Nonparametric function estimation;
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: 62G08; 62G20; 62H25Continuously dynamic additive models; Penalized least squares; Tensor spline; Stochastic process; Volatility prediction
Keywords: 62J10; 62G08; 62H30Covariance estimation; Regularization; Sparsity; Thresholding; Semiparametrics; Variable clustering
Keywords: 62G05; 62G08; 62G20; 62G35Dimension reduction; Index model; Nadaraya–Watson estimator; Quantile regression
Keywords: 62G08; 62F15Functional regression; Minimax rate; Posterior contraction rate; Prediction risk; Reproducing kernel Hilbert space
Keywords: 62G08; 62G20; 65T60Global thresholding; Needlets; Spherical data; Nonparametric regression; U-statistics; Besov spaces; Adaptivity
Keywords: 62G08; 62G20; 62H35Semiparametric estimation; Illumination problem; Denoising; Statistical image processing; Local polynomial regression
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;
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;
A weighted M-estimator for linear regression models with randomly truncated data
Keywords: 62G08; 62G10; M-estimator; Asymptotic normality; Truncated data; Quantile regression;
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;
An RKHS-based approach to double-penalized regression in high-dimensional partially linear models
Keywords: 62G08; 62G20; 62F12; 62J07; Eigen-analysis; High-dimensional data; Oracle property; Partially linear model; Representer theorem; Reproducing kernel Hilbert space; Sacks-Ylvisaker conditions; SCAD (smoothly clipped absolute deviation) penalty;
PCA-based estimation for functional linear regression with functional responses
Keywords: 62G08; 62G20; Functional data; Functional principal component analysis; Ill-posed inverse problem; Minimax rate;
Mixed Hölder matrix discovery via wavelet shrinkage and Calderón-Zygmund decompositions
Keywords: 62G08; 42C40; 26B35; 05C05; Hölder; Mixed Hölder; Tensor product; Tree metric; Wavelet; Haar system; Wavelet shrinkage; Besov space; Calderón-Zygmund decomposition;
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;
Bayesian sieve method for piece-wise smooth regression
Keywords: 62G08; 62G10; 62G20; Change-point; Piece-wise smooth; Sieve; Posterior contraction rate; Posterior consistency;
Nonparametric multiplicative heteroscedasticity in multi-dimensional regression
Keywords: primary; 62G08; secondary; 62G20; Multiplicative variance function; Smooth backfitting; Curse of dimensionality;
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;
Regularized partially functional quantile regression
Keywords: 62G08; 62H25; 62J07; Functional data; Penalization; Principal components; Quantile regression;
Variable selection and structure identification for varying coefficient Cox models
Keywords: 62G08; 62N01; B-spline basis; Censored survival data; Group Lasso; High-dimensional data; Semi-varying coefficient model; Structured nonparametric regression model;
A Bayesian approach for determining the optimal semi-metric and bandwidth in scalar-on-function quantile regression with unknown error density and dependent functional data
Keywords: 62F15; 62G08; Extreme value prediction; Functional kernel regression; Kernel-form error density; Markov chain Monte Carlo;
Adaptive jump-preserving estimates in varying-coefficient models
Keywords: 62G08; 62G20Adaptive jump-preserving estimation; Asymptotic properties; Local linear smoothing; Varying-coefficient models
Estimation of eigenvalues, eigenvectors and scores in FDA models with dependent errors
Keywords: 62G08; 62G20; 62H99; 62M09; 62M10; 62M99Functional data analysis (FDA); Long-range dependence; Eigenfunctions; Eigenvalues; Scores
Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates
Keywords: 62G05; 62G08; 62N01; 62N02; 62P10; 62H12; Conditional hazard rate function; Semi-parametric model; Counting process; Kernel estimation; Goldenshluger and Lepski method; Non-asymptotic oracle inequality; Survival analysis;
Estimation of a regression function corresponding to latent variables
Keywords: 62G08; 62G20Common factor analysis; Latent variables; Least squares; Nonparametric regression; Consistency
Multichannel deconvolution with long range dependence: Upper bounds on the Lp-risk (1â¤p<â)
Keywords: 62G08; 62G05; 62G20; Besov spaces; Brownian motion; Deconvolution; Fourier analysis; Fractional Brownian motion; Meyer wavelets; Multichannel deconvolution; Thresholding; Wavelet analysis;
Estimation and inference of semi-varying coefficient models with heteroscedastic errors
Keywords: 62G08; 62G20Semi-varying coefficient model; Heteroscedasticity; Local linear smoothing; Re-weighting estimation