Keywords: اولیه، 62H12; primary, 62H12; secondary, 62H10
مقالات ISI اولیه، 62H12 (ترجمه نشده)
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Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F12Adaptive thresholding; Covariance matrix; Differential co-expression analysis; Differential correlation matrix; Optimal rate of convergence; Sparse correlation matrix; Thresholding
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F12, 62F15Graphical lasso; Graphical models; Laplace approximation; Posterior convergence; Precision matrix
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62A10Within-subject correlation; Efficiency; Local polynomial regression; Modified Cholesky decomposition; Longitudinal data; Varying-coefficient
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F12, 62H10Estimation; Extended growth curve model; Outer product least squares for covariance (COPLS); COPLS estimator; Two-stage generalized least squares (GLS)
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F12High-dimensional data; Penalized normal likelihood; Sign recovery; Mean squared error; Consistency
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62A10Panel data; Partially linear model; Fixed effect; Spatial correlation; Temporal correlation; Generalized method of moments
Keywords: اولیه، 62H12; primary, 62H12; secondary, 47B06, 62M15, 62M99Functional data analysis; Sobolev spaces; Linear models; Repeated measurements; Gauss–Markov theorem; Riesz representation theorem; Best linear unbiased estimator
SCAD penalized rank regression with a diverging number of parameters
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62E20High dimensionality; Model selection; Oracle property; Rank regression; Robust estimation; SCAD
MDR method for nonbinary response variable
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62H25, 60F05Nonbinary response variable; Factors; Error function; Penalty function; i.i.d. observations; Prediction algorithm; KK-fold cross-validation; Error estimation; Criterion of a.s. estimators convergence; Dimensionality
SCAD-penalized regression for varying-coefficient models with autoregressive errors
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62A01Varying-coefficient; Local linear regression; Autoregressive error; SCAD penalty; Pre-whitening transformation
Consistency of high-dimensional AIC-type and CpCp-type criteria in multivariate linear regression
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62H30AIC; Cp; Consistency property; High-dimensional criteria; Modified criteria; Multivariate linear regression
Modified estimators of the contribution rates of population eigenvalues
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62H25Contribution rates; Elliptically contoured distribution; Principal component analysis; Factor analysis
Estimation of parameters in the growth curve model via an outer product least squares approach for covariance
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F12, 62H10Estimation; Growth curve model; Outer product; Outer product least squares for covariance; COPLS estimator; Two-stage generalized least squares
Analysis of NMAR missing data without specifying missing-data mechanisms in a linear latent variate model
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62D05Asymptotic robustness; Complete-case analysis; Conditional independence; Multi-sample analysis in SEM; Selection and pattern-mixture models; Shared-parameter model
Statistical inference using a weighted difference-based series approach for partially linear regression models
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62A10Partially linear model; Fixed effects; Difference-based method; Series approximation; Weighted estimation; Covariate selection
An identity for multivariate elliptically contoured matrix distribution
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F11
Improved estimation of the covariance matrix under Stein’s loss
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62J10
Empirical likelihood for semiparametric varying-coefficient partially linear errors-in-variables models
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62A10
Estimation of the precision matrix of multivariate Kotz type model
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62C15Multivariate Kotz type model; Estimation of the precision matrix; Quadratic loss; Decision theoretic estimation
On weighting of bivariate margins in pairwise likelihood
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F12Composite likelihood; Binary probit; Clustered data; Longitudinal data
Shrinkage estimators for large covariance matrices in multivariate real and complex normal distributions under an invariant quadratic loss
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62F10Unbiased estimate of risk; Integration by parts formula; Singular Wishart distributions; Stein–Haff identity; Calculus on eigenstructures
Asymptotic expansions and higher order properties of semi-parametric estimators in a system of simultaneous equations
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62P20Asymptotic expansions; Empirical likelihood; Estimating equation; Generalized method of moments; Limited information maximum likelihood; Two-stage least squares; Linear simultaneous equations; Reduced rank regression
A two-stage approach to semilinear in-slide models
Keywords: اولیه، 62H12; primary, 62H12; secondary, 62A10Semilinear regression; In-slide model; Two-stage estimation; Asymptotic normality; Aggregated information
Statistical inference for a semiparametric measurement error regression model with heteroscedastic errors
Keywords: اولیه، 62H12; Primary, 62H12; secondary, 62A10Semiparametric regression; Measurement errors; Heteroscedasticity; Auxiliary variable; Asymptotic normality