scientific article; zbMATH DE number 6982293

zbMath1444.62078arXiv1511.00370MaRDI QIDQ4558138

Dabao Zhang, Min Zhang, Min Ren, Chen Chen

Publication date: 21 November 2018

Full work available at URL: https://arxiv.org/abs/1511.00370

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

ridge regressionhigh-dimensional datagraphical modelstructural equation modelsimultaneous equation modelreciprocal graphical model

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Applications of statistics to biology and medical sciences; meta analysis (62P10) Protein sequences, DNA sequences (92D20) Probabilistic graphical models (62H22) Statistical aspects of big data and data science (62R07)

Related Items

Double penalized regularization estimation for partially linear instrumental variable models with ultrahigh dimensional instrumental variables ⋮ Estimating causal effects with hidden confounding using instrumental variables and environments

Uses Software

• TETRAD

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Nearly unbiased variable selection under minimax concave penalty
• The Adaptive Lasso and Its Oracle Properties
• The sparse Laplacian shrinkage estimator for high-dimensional regression
• An alternative two stage least squares \((2SLS)\) estimator for latent variable equations
• Hanson-Wright inequality and sub-Gaussian concentration
• Estimating the dimension of a model
• Asymptotics for Lasso-type estimators.
• On the asymptotics of constrained \(M\)-estimation
• Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain
• A Generalized Classical Method of Linear Estimation of Coefficients in a Structural Equation
• Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• A Model Selection Approach for the Identification of Quantitative Trait Loci in Experimental Crosses
• A Statistical View of Some Chemometrics Regression Tools
• Regularization and Variable Selection Via the Elastic Net
• Regularization Methods for High-Dimensional Instrumental Variables Regression With an Application to Genetical Genomics
• Proximity Model for Expression Quantitative Trait Loci (eQTL) Detection
• Statistical Methods for Expression Quantitative Trait Loci (eQTL) Mapping
• Estimation of the Parameters of a Single Equation in a Complete System of Stochastic Equations
• The Statistical Implications of a System of Simultaneous Equations
• The Probability Approach in Econometrics
• Confluence Analysis by Means of Lag Moments and Other Methods of Confluence Analysis
• A new look at the statistical model identification