Keywords: رگرسیون خطی محلی; C12; C13; C14; C23; First difference; Fixed effects; Hypothesis testing; Local linear regression; Nonparametric GMM; Sieve estimator; Spatial autoregressive; Varying coefficient;
مقالات ISI رگرسیون خطی محلی (ترجمه نشده)
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Keywords: رگرسیون خطی محلی; Machine learning; Structured output; Semi-supervised learning; Local linear regression; Gradient descent;
Varying coefficient functional autoregressive model with application to the U.S. treasuries
Keywords: رگرسیون خطی محلی; Functional autoregressive model; Local linear regression; Sieve estimator; Varying coefficient model; Yield curves;
Keywords: رگرسیون خطی محلی; C13; C14; Bandwidth selection; Fuzzy regression discontinuity design; Local linear regression;
Keywords: رگرسیون خطی محلی; 62G08; 62N01; 62H99Asymptotic bias; Correlated survival data; Kernel function; Local linear regression; Mean squared error; Nonparametric curve estimation; Unbiased data transformation
Keywords: رگرسیون خطی محلی; Data-driven control; Local linear regression; Statistical learning theory
Keywords: رگرسیون خطی محلی; C14; C21; O47; Conditional Solow economic growth convergence equation; Endogenous spatial covariates; Functional coefficients; Local linear regression; Nonparametric GMM estimator; Sieve estimator; Spatial autoregressive models;
Keywords: رگرسیون خطی محلی; C14; C2362G08; 62G20; 62P20Varying coefficient models; Fixed effects; Panel data; Local linear regression; Oracle efficient estimator; Within estimator; Profile least squares estimator
Keywords: رگرسیون خطی محلی; Difference-based estimation; Double smoothing; Local linear regression; Partial linear model;
Keywords: رگرسیون خطی محلی; Gaussian Markov random field; Texture feature extraction; Local feature distributions; Local linear regression; Texture segmentation; Natural image analysis;
Keywords: رگرسیون خطی محلی; Local linear regression; M-estimation; Right censoring; Semiparametric models; Synthetic data;
SCAD-penalized regression for varying-coefficient models with autoregressive errors
Keywords: رگرسیون خطی محلی; primary, 62H12; secondary, 62A01Varying-coefficient; Local linear regression; Autoregressive error; SCAD penalty; Pre-whitening transformation
Oil prices, US stock return, and the dependence between their quantiles
Keywords: رگرسیون خطی محلی; G10; C01; C14; G14; Oil prices; Stock return; Local linear regression; Quantile regression;
Learning rate free reinforcement learning for real-time motion control using a value-gradient based policy
Keywords: رگرسیون خطی محلی; Reinforcement learning; Process model; Robotics; Local linear regression; Least squares temporal difference
Asymptotic normality for a local composite quantile regression estimator of regression function with truncated data
Keywords: رگرسیون خطی محلی; 62N02; 62E20Composite quantile regression; Local linear regression; Truncated data; Asymptotic normality
Locally discriminative spectral clustering with composite manifold
Keywords: رگرسیون خطی محلی; Spectral clustering; Composite manifold; Local linear regression; Geometrical structure
A robust and efficient estimation method for single index models
Keywords: رگرسیون خطی محلی; primary; 62G05; secondary; 62E20; Single index models; Modal regression; Local linear regression; Robust estimation; Semiparametric regression;
Sparse regularized local regression
Keywords: رگرسیون خطی محلی; Bandwidth selection; Kernel smoothing; Local linear regression; Multiple regression; Non-parametric regression; Variance reduction; Sparsity; Sparse estimation
A nonparametric R2 test for the presence of relevant variables
Keywords: رگرسیون خطی محلی; Omitted variables; Nonparametric R2; Nonparametric test; Local linear regression
Non-parametric and parametric modeling of biodiesel, sunflower oil, and crude oil price relationships
Keywords: رگرسیون خطی محلی; Q11; Q42; C14; Biodiesel; Price transmission; Local linear regression; Spain;
Local Walsh-average regression for semiparametric varying-coefficient models
Keywords: رگرسیون خطی محلی; 62G05; 62G08; 62G20Asymptotic efficiency; Local linear regression; Robust nonparametric regression; Semiparametric composite quantile estimator; Walsh-average
A bias corrected nonparametric regression estimator
Keywords: رگرسیون خطی محلی; Bias reduction; Local linear regression; Nonparametric regression; Nonlinear smoother
Nonparametric additive model-assisted estimation for survey data
Keywords: رگرسیون خطی محلی; primary, 62D05; secondary, 62G08Calibration; Horvitz–Thompson estimator; Local linear regression; Model-assisted estimation; Spline; Superpopulation
An adaptive location prediction model based on fuzzy control
Keywords: رگرسیون خطی محلی; Mobile computing; Adaptive location prediction; Local linear regression; Fuzzy controller
Non-stationary structural model with time-varying demand elasticities
Keywords: رگرسیون خطی محلی; Time-varying coefficient; Local stationarity; Local linear regression; Structural economic model; Time-varying demand elasticity; Nonparametric bootstrap
Local linear regression for functional predictor and scalar response
Keywords: رگرسیون خطی محلی; 62G08; 62G30Functional data; Nonparametric smoothing; Local linear regression; Kernel regression; Fourier expansion; Cross-validation
Modelling the term structure of interest rates: An efficient nonparametric approach
Keywords: رگرسیون خطی محلی; C14; C15; E43; Term structure of interest rates; Partial differential equations; Nonparametric estimation; Local linear regression; Finite difference methods;
Relative error prediction via kernel regression smoothers
Keywords: رگرسیون خطی محلی; Local linear regression; Mean squared relative error; Nadaraya–Watson estimator; Ratio estimation
Self-organizing map visualizing conditional quantile functions with multidimensional covariates
Keywords: رگرسیون خطی محلی; Quantile regression; Local linear regression; Nonparametric; SOM; Multidimensional
Simple and efficient improvements of multivariate local linear regression
Keywords: رگرسیون خطی محلی; 62G08; 62G05; 62G20; Bandwidth selection; Kernel smoothing; Local linear regression; Multiple regression; Nonparametric regression; Variance reduction;
Outliers in functional autoregressive time series
Keywords: رگرسیون خطی محلی; Additive and innovation outliers; Local linear regression; Nonlinear models; Varying-coefficient models;