Keywords: سازگار با LASSO; Adaptive lasso; Bayesian inference; Gibbs sampler; Hierarchical model; Linear regression; 62J05; 68Q17; 62H12;
مقالات ISI سازگار با LASSO (ترجمه نشده)
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Keywords: سازگار با LASSO; Seasonal vector autoregressive (SVAR) model; Periodic vector autoregressive (PVAR) model; Sparsity; Partial spectral coherence (PSC); Adaptive lasso; Variable selection;
Keywords: سازگار با LASSO; Adaptive LASSO; Central subspace; Linear surrogate variable; Sufficient dimension reduction; Variable selection
Keywords: سازگار با LASSO; primary; 60G08; secondary; 62G20; Single-index model; Weighted composite quantile regression; Adaptive LASSO;
Keywords: سازگار با LASSO; High dimensionality; Unknown factors; Principal components; Conditional sparse; Thresholding; Cross-sectional correlation; Penalized maximum likelihood; Adaptive LASSO; SCAD; Heteroskedasticity;
Keywords: سازگار با LASSO; C13; C23; C33; C51; Adaptive Lasso; Change point; Group fused Lasso; Panel data; Penalized least squares; Penalized GMM; Structural change;
Keywords: سازگار با LASSO; C13; C23; C51; Adaptive Lasso; Dynamic panel; Factor selection; Group Lasso; Interactive fixed effects; Oracle property; Selection consistency;
Keywords: سازگار با LASSO; 62G05; 62E20; 62J02Linearity condition; Composite quantile regression; Adaptive LASSO; Oracle property; Single-index structure
Keywords: سازگار با LASSO; Penalty and shrinkage estimators; Multiple regression model; Random coefficient autoregressive error; Asymptotic bias and risk; Lasso; Adaptive lasso;
Keywords: سازگار با LASSO; Adaptive Lasso; Generalized linear models; High dimensionality; Variable selection
Keywords: سازگار با LASSO; Variable selection; Nonlinear identification; Kernel; Adaptive LASSO; Forward and backward stepwise selections;
Keywords: سازگار با LASSO; Adaptive Lasso; Partially linear model; Semiparametric estimation;
Keywords: سازگار با LASSO; Adaptive LASSO; Additive rate model; SCAD; Recurrent event data; Variable selection;
Keywords: سازگار با LASSO; Adaptive LASSO; Basis spline; Longitudinal data; Penalized estimation;
Keywords: سازگار با LASSO; Adaptive lasso; Logistic regression; Low rank recovery; Matrix completion
Keywords: سازگار با LASSO; Adaptive lasso; ADMM algorithm; Diverging number; Oracle property; Relative error
Keywords: سازگار با LASSO; primary, 62G05; secondary, 62E20Single index coefficient model; Composite quantile regression; Asymptotic normality; Asymptotic relative efficiency; Variable selection; Adaptive LASSO
Keywords: سازگار با LASSO; Equity premium predictability; Factor models; Macroeconomic variables; Adaptive Lasso; Sign restrictions; Forecast combination; Asset allocation; G12; G17; C53; E44;
A Forward and Backward Stagewise algorithm for nonconvex loss functions with adaptive Lasso
Keywords: سازگار با LASSO; Forward and Backward Stagewise; Penalization; Nonconvex loss; Adaptive Lasso;
Generalized information criterion for the AR model
Keywords: سازگار با LASSO; 62M10; 62J07; Adaptive LASSO; Autoregressive model; Generalized information criterion; Subset selection; Sunspot numbers;
Quantile regression for single-index-coefficient regression models
Keywords: سازگار با LASSO; Single-index-coefficient regression model; Quantile regression; Adaptive LASSO;
Penalized logistic regression with the adaptive LASSO for gene selection in high-dimensional cancer classification
Keywords: سازگار با LASSO; Adaptive LASSO; Penalized logistic regression; Cancer classification; Gene selection;
Multi-objective monitoring of closed-loop controlled systems using adaptive LASSO
Keywords: سازگار با LASSO; Monitoring; Feedback controlled systems; Adaptive LASSO;
Oracle inequalities for high dimensional vector autoregressions
Keywords: سازگار با LASSO; C01; C02; C13; C32; VAR; LASSO; Adaptive LASSO; Oracle inequality; High-dimensional data;
Variable selection for spatial Poisson point processes via a regularization method
Keywords: سازگار با LASSO; Adaptive Lasso; Intensity function; Maximum likelihood estimation; Model selection; Spatial statistics
Bayesian two-step Lasso strategy for biomarker selection in personalized medicine development for time-to-event endpoints
Keywords: سازگار با LASSO; Adaptive Lasso; Clinical trials; Group Lasso; Proportional hazards model; Targeted therapy design; Variable selection;
Variable selection in high-dimensional partially linear additive models for composite quantile regression
Keywords: سازگار با LASSO; Adaptive Lasso; Composite quantile regression; High-dimension; Semiparametric additive partial linear model; Spline approximation; Variable selection
Adaptive LASSO for varying-coefficient partially linear measurement error models
Keywords: سازگار با LASSO; Adaptive LASSO; LARS; Measurement errors; Model selection; Oracle property; SCAD; Semi-parametric model
Multivariate regression shrinkage and selection by canonical correlation analysis
Keywords: سازگار با LASSO; Adaptive lasso; Canonical correlation analysis; Multivariate regression; Selection consistency; Tuning parameter selection
Regularization and variable selection for infinite variance autoregressive models
Keywords: سازگار با LASSO; Adaptive lasso; Autoregressive model; Infinite variance; Least absolute deviation
Parametric component detection and variable selection in varying-coefficient partially linear models
Keywords: سازگار با LASSO; 62G08Parametric component detection; Variable selection; Adaptive LASSO; Oracle property; Varying-coefficient partially linear model
Sparse estimation in functional linear regression
Keywords: سازگار با LASSO; primary, 62J07; secondary, 62H25Functional data analysis; Functional principal component analysis; Karhunen–Loève expansion; Sparsity; Adaptive LASSO; SCAD; MCP; Oracle properties; Penalized least squares regression
Absolute penalty and shrinkage estimation in partially linear models
Keywords: سازگار با LASSO; Partially linear model; James–Stein estimator; Absolute penalty estimation; Lasso; Adaptive lasso; B-spline approximation; Semiparametric model; Monte Carlo simulation
Shrinkage tuning parameter selection in precision matrices estimation
Keywords: سازگار با LASSO; Adaptive lasso; BIC; Generalized approximate cross-validation; Precision matrix; SCAD penalty
Subset selection for vector autoregressive processes via adaptive Lasso
Keywords: سازگار با LASSO; Adaptive Lasso; Bayesian information criterion; HQ criterion; Oracle property; Vector autoregressive precesses
On the distribution of the adaptive LASSO estimator
Keywords: سازگار با LASSO; primary 62F11; 62F12; 62E15; 62J05; 62J07Penalized maximum likelihood; LASSO; Adaptive LASSO; Nonnegative garotte; Finite-sample distribution; Asymptotic distribution; Oracle property; Estimation of distribution; Uniform consistency