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A NEW STUDY ON ASYMPTOTIC OPTIMALITY OF LEAST SQUARES MODEL AVERAGING

期刊: ECONOMETRIC THEORY, 2021; 37 (2)

In this article, we present a comprehensive study of asymptotic optimality of least squares model averaging methods. The concept of asymptotic optimal......

LARGE SAMPLE PROPERTIES OF BAYESIAN ESTIMATION OF SPATIAL ECONOMETRIC MODELS

期刊: ECONOMETRIC THEORY, 2021; 37 (4)

This paper studies asymptotic properties of a posterior probability density and Bayesian estimators of spatial econometric models in the classical sta......

FACTORISABLE MULTITASK QUANTILE REGRESSION

期刊: ECONOMETRIC THEORY, 2021; 37 (4)

A multivariate quantile regression model with a factor structure is proposed to study data with multivariate responses with covariates. The factor str......

LARGE SYSTEM OF SEEMINGLY UNRELATED REGRESSIONS: A PENALIZED QUASI-MAXIMUM LIKELIHOOD ESTIMATION PERSPECTIVE

期刊: ECONOMETRIC THEORY, 2020; 36 (3)

In this article, using a shrinkage estimator, we propose a penalized quasi-maximum likelihood estimator (PQMLE) to estimate a large system of equation......

IDENTIFYING LATENT GROUPED PATTERNS IN COINTEGRATED PANELS

期刊: ECONOMETRIC THEORY, 2020; 36 (3)

We consider a panel cointegration model with latent group structures that allows for heterogeneous long-run relationships across groups. We extend Su,......

TESTING FOR STRUCTURAL CHANGES IN FACTOR MODELS VIA A NONPARAMETRIC REGRESSION

期刊: ECONOMETRIC THEORY, 2020; 36 (6)

We propose a model-free test for structural changes in factor models. The basic idea is to regress the data on commonly estimated factors by local smo......

A NEW MULTILEVEL MODELING APPROACH FOR CLUSTERED SURVIVAL DATA

期刊: ECONOMETRIC THEORY, 2020; 36 (4)

In multilevel modeling of clustered survival data, to account for the differences among different clusters, a commonly used approach is to introduce c......

ASYMPTOTIC THEORY FOR ESTIMATING DRIFT PARAMETERS IN THE FRACTIONAL VASICEK MODEL

期刊: ECONOMETRIC THEORY, 2019; 35 (1)

This article develops an asymptotic theory for estimators of two parameters in the drift function in the fractional Vasicek model when a continuous re......

JIF:1.24

UNIFORM INFERENCE IN HIGH-DIMENSIONAL DYNAMIC PANEL DATA MODELS WITH APPROXIMATELY SPARSE FIXED EFFECTS

期刊: ECONOMETRIC THEORY, 2019; 35 (2)

We establish oracle inequalities for a version of the Lasso in high-dimensional fixed effects dynamic panel data models. The inequalities are valid fo......

JIF:1.24

INFERENCE AFTER MODEL AVERAGING IN LINEAR REGRESSION MODELS

期刊: ECONOMETRIC THEORY, 2019; 35 (4)

This article considers the problem of inference for nested least squares averaging estimators. We study the asymptotic behavior of the Mallows model a......

JIF:1.24

DETECTING FINANCIAL DATA DEPENDENCE STRUCTURE BY AVERAGING MIXTURE COPULAS

期刊: ECONOMETRIC THEORY, 2019; 35 (4)

A mixture copula is a linear combination of several individual copulas that can be used to generate dependence structures not belonging to existing co......

JIF:1.24

STATISTICAL INFERENCE FOR MEASUREMENT EQUATION SELECTION IN THE LOG-REALGARCH MODEL

期刊: ECONOMETRIC THEORY, 2019; 35 (5)

This article investigates the statistical inference problem of whether a measurement equation is self-consistent in the logarithmic realized GARCH mod......

JIF:1.24

NONPARAMETRIC ESTIMATION OF CONDITIONAL VALUE-AT-RISK AND EXPECTED SHORTFALL BASED ON EXTREME VALUE THEORY

期刊: ECONOMETRIC THEORY, 2018; 34 (1)

We propose nonparametric estimators for conditional value-at-risk (CVaR) and conditional expected shortfall (CES) associated with conditional distribu......

JIF:1.24

RENORMING VOLATILITIES IN A FAMILY OF GARCH MODELS

期刊: ECONOMETRIC THEORY, 2018; 34 (6)

This paper studies the weak convergence of renorming volatilities in a family of GARCH(1,1) models from a functional point of view. After suitable ren......

JIF:1.24

JIVE FOR PANEL DYNAMIC SIMULTANEOUS EQUATIONS MODELS

期刊: ECONOMETRIC THEORY, 2018; 34 (6)

We consider the method of moments estimation of a structural equation in a panel dynamic simultaneous equations model under different sample size comb......

JIF:1.24

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