Keyphrases
Semi-parametric
66%
Simulation Study
47%
Regression Model
45%
Nonparametric
42%
Penalized Least Squares
42%
Model Selection
42%
Partially Linear Model
38%
Longitudinal Data
38%
Penalty Function
33%
Nonparametric Function
28%
Covariate-adjusted Regression
28%
Profile Type
28%
Akaike Information Criterion
28%
D-optimal Design
28%
Canonical Polynomials
28%
Time-varying Coefficients
28%
Simultaneous Confidence Band
28%
Fixed Effects Panel Regression
28%
Component Selection
28%
Spline Basis
28%
Bridge Type
28%
Maximum Rank Correlation
28%
Weighted Power
28%
Additive Regression
28%
Group Bridge
28%
Spline Methods
28%
Score Function
28%
Empirical Likelihood
28%
Empirical Log-likelihood
28%
Errors-in-variables Model
28%
Varying Coefficient
28%
Random Effects
28%
Linear Mixed Model
28%
Log-likelihood Ratio
28%
Linear Transformation
28%
Rank Correlation
28%
Transformation Regression Model
28%
Partially Linear Varying Coefficient Model
28%
Splines
28%
Single-index Model
28%
Finite Sample Performance
23%
Asymptotic Normality
21%
Correlation Approach
19%
Maximum Likelihood Estimator
19%
Undersmoothing
19%
Response Variable
19%
Fixed Effects
19%
Profile Least-square Methods
16%
Nonconcave
16%
Sandwich-type Theorems
16%
Confidence Region
16%
Chi-square
16%
Oracle Property
16%
Real-time Data Analysis
16%
Parametric Model
14%
Model Choice
14%
Asymptotic Equivalence
14%
Royal
14%
Group Variable Selection
14%
Penalized Regression Spline
14%
Spline Approximation
14%
Oracle Estimator
14%
Function Parameters
14%
Partial Linear Regression Model
14%
Correlated Variables
14%
Function Components
14%
Component Functions
14%
Regression Analysis Model
14%
Level of Smoothness
14%
Selection Problem
14%
Additive Function
14%
Least Square Procedure
14%
Parametric Component
14%
Real Data Applications
14%
Additive Model
14%
Tuning Parameter
14%
Monte Carlo Simulation Study
14%
Convergence Rate
14%
Regularity Conditions
14%
Effect Coefficient
9%
Consistent Variable Selection
9%
Asymptotic Results
9%
Polynomial Function
9%
Global Variance
9%
Variance Structure
9%
Time-varying Coefficient Function
9%
Asymptotic Distribution Theory
9%
Experiments with Mixtures
9%
Body Fat Prediction
9%
Semiparametric Linear Transformation Model
9%
Rank Correlation Method
9%
Correlation Technique
9%
Social Sciences
9%
Medical Sciences
9%
Computational Cost
9%
Penalization Method
9%
Optimal Bandwidth
9%
Smoothly Clipped Absolute Deviation Penalty
9%
Mixed-effects Model
9%
Consistency Properties
9%
Asymptotic Properties
9%
Parameter Estimation
9%
Prediction Studies
9%
Empirical Likelihood Inference
9%
Partial Consistency
9%
Biological Sciences
9%
Wilks Phenomenon
9%
Exhaustive Search
9%
Variance Estimate
9%
Local Variance
9%
Challenging Problems
9%
Regression Coefficient
9%
Smoothing Methods
9%
Selection Strategy
9%
Data-oriented
9%
Pointwise Confidence Interval
9%
Iterative Procedure
9%
Asymptotically Normal
9%
Function-based
9%
Real Examples
9%
Asymptotic Distribution
9%
Higher-order Kernels
7%
Quasi-likelihood
7%
Penalized Least Squares Method
7%
Estimation Method
7%
Slow Convergence
7%
Link Function
7%
Coefficient Function
7%
Variable Selection Methods
7%
Nonparametric Estimation
7%
Plug-in Estimator
7%
Mathematics
Regression Model
100%
Least Square
59%
Spline
57%
Simulation Study
50%
Linear Models
43%
Real Data
41%
Model Selection
38%
Longitudinal Data
38%
Akaike Information Criterion
28%
Covariate
28%
score function ψ
28%
Cross-Validation
28%
Confidence Band
28%
Spearman's Coefficient
28%
Linear Transformation
28%
Errors-in-Variables Model
28%
Model Index
28%
Optimal Design
28%
Empirical Likelihood
28%
Random Effect
28%
Polynomial
28%
Select Variable
26%
Square Method
23%
Asymptotic Normality
21%
Log Likelihood Ratio
21%
Parametric
20%
Monte Carlo
14%
Regularization
14%
Confidence Region
14%
Likelihood Estimator
14%
Coefficient Function
14%
Response Variable
14%
Regularity Condition
14%
Residuals
14%
Variance
11%
Parameter Estimate
11%
Cross-Sectional Data
9%
Parametric Model
9%
Asymptotic Equivalence
9%
Asymptotics
9%
Parameter Estimation
9%
Linear Mixed Model
9%
Type Statistic
7%
Quasi-Likelihood
7%
Draw Inference
7%
Polynomial Function
7%
Asymptotic Distribution Theory
7%
Asymptotic Property
7%
Confidence Interval
7%
Standard Deviation
7%
Estimation Method
7%
Pointwise
7%
Submodels
7%
Asymptotic Distribution
7%
Convergence Rate
7%
Total Amount
7%
Nonparametric Estimation
7%
Component Function
5%
Additive Model
5%
Additive Function
5%
Partial Linear Regression Model
5%