Keywords: اولیه، 62G08; primary, 62G08; secondary, 62J07Linear restrictions; Difference-based estimator; Liu estimator; Restricted difference-based Liu estimator
مقالات ISI اولیه، 62G08 (ترجمه نشده)
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Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G20Jump point; Nonparametric regression; Strong consistency
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G35Variable selection; Spline approximation; Modal regression; SCAD; Oracle property
Keywords: اولیه، 62G08; primary, 62G08; secondary, 65F30Least squares; Measurement error; Mixture distribution; Penalization; Sieve method
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62J05, 62J07Generalized restricted ridge estimator; Kernel smoothing; Linear restriction; Multicollinearity; Semiparametric regression model
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62J05, 62J07Generalized restricted ridge estimator; Kernel smoothing; Linear restriction; Multicollinearity; Positive-rule shrinkage; Semiparametric regression model; Stein-type shrinkage
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62H05Large pp small nn; Multivariate regression; Seed matrix; Sufficient dimension reduction
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G05L1L1-error; Minimax rate of convergence; Noiseless regression; Scattered data approximation
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10Tobit regression model; Zheng’s test; Consistency and local power
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10, 62G20, 62J02, 62F12Consistency; Model selection; Oracle estimator; Polynomial spline; Profile principle; Quadratic inference function; SCAD
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62J99Interval-valued data; Nonparametric additive model; Symbolic data; Penalized regression spline; Generalized cross validation
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G05, 62G20Varying coefficient models; Autoregressive errors; Local linear smoothing; Profile least squares; SCAD
Separation of linear and index covariates in partially linear single-index models
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10, 62G20, 62J02, 62F12Estimating equation; Identifiability constraint; Single-index model; Structure identification
Robust model selection for a semimartingale continuous time regression from discrete data
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G05Semimartingale regression; Estimation from discrete data; Robust risk estimation; Model selection; Sharp oracle inequalities
A theoretical view of the envelope model for multivariate linear regression as response dimension reduction
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62H05Envelope model; Multivariate linear regression; Reducing subspaces; Response dimension reduction
Exploring central subspace via contour regression
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62H05Dimension reduction; Central subspace; Contour regression; Local regression
Optimal global rates of convergence for interpolation problems with random design
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G05Interpolation; L1L1-error; Minimax rate of convergence; Random design
Empirical L2L2-distance lack-of-fit tests for Tobit regression models
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10Tobit regression model; Empirical L2L2-distance; Consistency and local power
Statistical inference and visualization in scale-space for spatially dependent images
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62H11Goodness-of-fit test; Image data analysis; Kernel smoothing; Scale-space; Spatial correlation; Statistical significance
Empirical likelihood for a varying coefficient partially linear model with diverging number of parameters
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G15, 62G20Varying coefficient partially linear model; Empirical likelihood; Bias correction; Asymptotic normality; Curse of dimensionality
A lack-of-fit test in Tobit errors-in-variables regression models
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10Tobit regression model; Errors-in-variables; Khmaladze transformation; Brownian motion; Consistency and local power
Minimum distance conditional variance function checking in heteroscedastic regression models
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10Kernel estimator; Lack-of-fit test; Heteroscedasticity; Variance function; L2L2 distance
Strong consistency of kernel estimates of regression function under dependence
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G07Kernel regression estimate; Strong LrLr-consistency; Mixing; Tauberian theorem; Density estimate
Distribution-free lack-of-fit tests in balanced mixed models
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10Mixed model; Lack-of-fit test; Khmaladze transformation; Brownian motion
Testing the equality of linear single-index models
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G20
Finding environmental factors for respiratory diseases by nonparametric variable selection
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10, 62F40Air pollution; Respiratory diseases; Additive models; Bootstrap test; Local linear method; Variable selection
Efficient estimation of adaptive varying-coefficient partially linear regression model
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62E20
Nonparametric estimation of conditional expectation
Keywords: اولیه، 62G08; primary, 62G08; 62E20; secondary, 62M10Random field; Conditional expectation; Nearest neighbor estimator; Asymptotic normality
Asymptotic normality and confidence intervals for inverse regression models with convolution-type operators
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G15, 62G20Bootstrap; Inverse problems; Model selection; Testing
Flexible modeling based on copulas in nonparametric median regression
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G05, 62G20, 62F12, 62E20Conditional distribution; Copulas; Empirical processes; Median regression; Nonparametric regression; Quantiles; Weak convergence
Kernel methods for estimating derivatives of conditional quantiles
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G20Quantile regression; Local polynomial regression; Quasi-likelihood; Limiting distribution
Conditionally specified models and dimension reduction in the exponential families
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G09, 62H05Conditional density ratios; Dimension reduction; Regression graphics; Sufficient summary
Varying-coefficient single-index model
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G20Asymptotic theory; Average method; Back-fitting technique; Partially linear single-index model; Local linear method; Semivarying-coefficient model
Model checking in errors-in-variables regression
Keywords: اولیه، 62G08; primary, 62G08; secondary, 62G10Errors-in-variables model; Deconvolution kernel estimator; Minimum distance; Lack-of-fit test
Regression models for functional data by reproducing kernel Hilbert spaces methods
Keywords: اولیه، 62G08; Primary, 62G08; secondary, 62H30Functional data; Stochastic process; RKHS; Statistical learning