GMM with Weak Identification
From MaRDI portal
Publication:4530981
DOI10.1111/1468-0262.00151zbMath1015.62105OpenAlexW2158179451MaRDI QIDQ4530981
James H. Stock, Jonathan H. Wright
Publication date: 28 May 2002
Published in: Econometrica (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/1468-0262.00151
Applications of statistics to economics (62P20) Asymptotic distribution theory in statistics (62E20) Applications of statistics to actuarial sciences and financial mathematics (62P05)
Related Items
Combining estimators to improve structural model estimation and inference under quadratic loss ⋮ The zero-information-limit condition and spurious inference in weakly identified models ⋮ A comparison of testing and estimation of firm conduct ⋮ Boundedly pivotal structural change tests in continuous updating GMM with strong, weak identification and completely unidentified cases ⋮ Further results on projection-based inference in IV regressions with weak, collinear or missing instruments ⋮ Generalizing weak instrument robust IV statistics towards multiple parameters, unrestricted covariance matrices and identification statistics ⋮ Linear instrumental variables model averaging estimation ⋮ Blockwise generalized empirical likelihood inference for non-linear dynamic moment conditions models ⋮ NONLINEAR COINTEGRATING REGRESSION UNDER WEAK IDENTIFICATION ⋮ Generalized empirical likelihood tests in time series models with potential identification failure ⋮ Instrumental variable quantile regression: a robust inference approach ⋮ Examining bias in estimators of linear rational expectations models under misspecification ⋮ Weak identification robust tests in an instrumental quantile model ⋮ Nearly-singular design in GMM and generalized empirical likelihood estimators ⋮ Confidence sets for partially identified parameters that satisfy a finite number of moment inequalities ⋮ Efficient forecast tests for conditional policy forecasts ⋮ Semiparametric tests of conditional moment restrictions under weak or partial identification ⋮ Choosing instrumental variables in conditional moment restriction models ⋮ Bootstrap validity for the score test when instruments may be weak ⋮ Finite sample inference for quantile regression models ⋮ Tests with correct size when instruments can be arbitrarily weak ⋮ Improving confidence set estimation when parameters are weakly identified ⋮ SUBSET HYPOTHESES TESTING AND INSTRUMENT EXCLUSION IN THE LINEAR IV REGRESSION ⋮ Some properties of tests for parameters that can be arbitrarily close to being unidentified ⋮ The empirical saddlepoint estimator ⋮ Impulse response matching estimators for DSGE models ⋮ Identification and inference in two-pass asset pricing models ⋮ A dynamic network model of the unsecured interbank lending market ⋮ Identification in a generalization of bivariate probit models with dummy endogenous regressors ⋮ Almost sure uniqueness of a global minimum without convexity ⋮ Inference when a nuisance parameter is weakly identified under the null hypothesis ⋮ Asymptotic F tests under possibly weak identification ⋮ A video interview of James Stock ⋮ Historical simulation approach to the estimation of stochastic discount factor models ⋮ Entropy-Based Moment Selection in the Presence of Weak Identification ⋮ Finite-sample corrected inference for two-step GMM in time series ⋮ Long difference instrumental variables estimation for dynamic panel models with fixed effects ⋮ Estimation uncertainty in structural inflation models with real wage rigidities ⋮ Reducing asymptotic bias of weak instrumental estimation using independently repeated cross-sectional information ⋮ Statistical inference in dynamic panel data models ⋮ Testing over-identifying restrictions without consistent estimation of the asymptotic covariance matrix ⋮ Conditional moment models under semi-strong identification ⋮ Score tests in GMM: why use implied probabilities? ⋮ Dynamic panels with MIDAS covariates: nonlinearity, estimation and fit ⋮ A NEW PROJECTION-TYPE SPLIT-SAMPLE SCORE TEST IN LINEAR INSTRUMENTAL VARIABLES REGRESSION ⋮ Testing identification strength ⋮ Inference in second-order identified models ⋮ Monte Carlo two-stage indirect inference (2SIF) for autoregressive panels ⋮ Generic results for establishing the asymptotic size of confidence sets and tests ⋮ Inference of local regression in the presence of nuisance parameters ⋮ LASSO-TYPE GMM ESTIMATOR ⋮ Testing the adequacy of conventional asymptotics in GMM ⋮ Robust inference in nonlinear models with mixed identification strength ⋮ On the estimation of total factor productivity: a novel Bayesian non-parametric approach ⋮ Inference in structural vector autoregressions identified with an external instrument ⋮ The weak instrument problem of the system GMM estimator in dynamic panel data models ⋮ Testing, Estimation in GMM and CUE with Nearly-Weak Identification ⋮ Projection-based inference with particle swarm optimization ⋮ Exact tests of the stability of the Phillips curve: the Canadian case ⋮ Penalized indirect inference ⋮ The asymptotic properties of GMM and indirect inference under second-order identification ⋮ Inflation dynamics and the New Keynesian Phillips curve: an identification robust econometric analysis ⋮ Underidentification? ⋮ GEL statistics under weak identification ⋮ Efficient minimum distance estimation with multiple rates of convergence ⋮ Maximum likelihood estimation and uniform inference with sporadic identification failure ⋮ Semi-parametric estimation of American option prices ⋮ Chi-squared tests for evaluation and comparison of asset pricing models ⋮ Quasi ML estimation of the panel AR(1) model with arbitrary initial conditions ⋮ Testing for weak identification in possibly nonlinear models ⋮ On the structure of IV estimands ⋮ THE ASYMPTOTIC DISTRIBUTION OF THE LIML ESTIMATOR IN A PARTIALLY IDENTIFIED STRUCTURAL EQUATION ⋮ Testing Endogeneity with High Dimensional Covariates ⋮ AVERAGING OF AN INCREASING NUMBER OF MOMENT CONDITION ESTIMATORS ⋮ Empirical asset pricing with multi-period disaster risk: a simulation-based approach ⋮ Simple and trustworthy cluster-robust GMM inference ⋮ Bounding the difference between true and nominal rejection probabilities in tests of hypotheses about instrumental variables models ⋮ Optimal two-sided tests for instrumental variables regression with heteroskedastic and autocorrelated errors ⋮ On bootstrap inconsistency and Bonferroni-based size-correction for the subset Anderson-Rubin test under conditional homoskedasticity ⋮ Near exogeneity and weak identification in generalized empirical likelihood estimators: many moment asymptotics ⋮ Consistent estimation with many moment inequalities ⋮ A new method of projection-based inference in GMM with weakly identified nuisance parameters ⋮ Properties of the CUE estimator and a modification with moments ⋮ The validity of instruments revisited ⋮ Hahn-Hausman test as a specification test ⋮ GENERALIZED EMPIRICAL LIKELIHOOD ESTIMATORS AND TESTS UNDER PARTIAL, WEAK, AND STRONG IDENTIFICATION ⋮ GMM and misspecification correction for misspecified models with diverging number of parameters ⋮ Identification-robust simulation-based inference in joint discrete/continuous models for energy markets ⋮ Efficient GMM with nearly-weak instruments ⋮ The GENIUS approach to robust Mendelian randomization inference ⋮ GENERALIZED EMPIRICAL LIKELIHOOD INFERENCE FOR NONLINEAR AND TIME SERIES MODELS UNDER WEAK IDENTIFICATION ⋮ SECOND-ORDER REFINEMENT OF EMPIRICAL LIKELIHOOD FOR TESTING OVERIDENTIFYING RESTRICTIONS ⋮ Testing overidentifying restrictions with a restricted parameter space ⋮ Information-theoretic estimation of preference parameters: macroeconomic applications and simulation evidence ⋮ Empirical likelihood for regression discontinuity design ⋮ Subsampling tests of parameter hypotheses and overidentifying restrictions with possible failure of identification ⋮ GMM estimation of the new Phillips curve. ⋮ Robust standard errors in transformed likelihood estimation of dynamic panel data models with cross-sectional heteroskedasticity ⋮ GMM ESTIMATION AND UNIFORM SUBVECTOR INFERENCE WITH POSSIBLE IDENTIFICATION FAILURE ⋮ PANEL STRUCTURAL MODELING WITH WEAK INSTRUMENTATION AND COVARIANCE RESTRICTIONS ⋮ DETECTING LACK OF IDENTIFICATION IN GMM ⋮ Weak Instrumental Variables Models for Longitudinal Data ⋮ ON STANDARD INFERENCE FOR GMM WITH LOCAL IDENTIFICATION FAILURE OF KNOWN FORMS ⋮ Effects of weak identification on the MD estimator in dynamic stochastic general equilibrium models ⋮ Maximum likelihood inference in weakly identified dynamic stochastic general equilibrium models ⋮ IDENTIFICATION ROBUST INFERENCE FOR MOMENTS-BASED ANALYSIS OF LINEAR DYNAMIC PANEL DATA MODELS ⋮ Refining set-identification in VARs through independence ⋮ Locally robust inference for non-Gaussian linear simultaneous equations models ⋮ Finite sample inference in multivariate instrumental regressions with an application to Catastrophe bonds* ⋮ Estimation and inference in adaptive learning models with slowly decreasing gains ⋮ Phoebus J. Dhrymes (1932–2016) ⋮ ASYMPTOTIC SIZE OF KLEIBERGEN’S LM AND CONDITIONAL LR TESTS FOR MOMENT CONDITION MODELS ⋮ A conditional linear combination test with many weak instruments ⋮ Identification-robust nonparametric inference in a linear IV model ⋮ Culling the Herd of Moments with Penalized Empirical Likelihood ⋮ Detecting identification failure in moment condition models ⋮ Quasi-Bayesian model selection ⋮ ON THE ASYMPTOTIC SIZE DISTORTION OF TESTS WHEN INSTRUMENTS LOCALLY VIOLATE THE EXOGENEITY ASSUMPTION ⋮ STRUCTURAL CHANGE TESTS BASED ON IMPLIED PROBABILITIES FOR GEL CRITERIA ⋮ TESTING UNDER WEAK IDENTIFICATION WITH CONDITIONAL MOMENT RESTRICTIONS ⋮ GMM ESTIMATION FOR DYNAMIC PANELS WITH FIXED EFFECTS AND STRONG INSTRUMENTS AT UNITY ⋮ Editors' introduction ⋮ A statistical procedure for testing financial contagion ⋮ Proportional Hazards Model With Covariate Measurement Error and Instrumental Variables ⋮ ADAPTIVE GMM SHRINKAGE ESTIMATION WITH CONSISTENT MOMENT SELECTION ⋮ Structural change tests for GEL criteria ⋮ OLS and IV estimation of regression models including endogenous interaction terms ⋮ Identification strength with a large number of moments ⋮ Finite sample properties of the GMM Anderson–Rubin test ⋮ Exact and asymptotic identification-robust inference for dynamic structural equations with an application to New Keynesian Phillips Curves ⋮ Location Properties of Point Estimators in Linear Instrumental Variables and Related Models ⋮ Using Implied Probabilities to Improve the Estimation of Unconditional Moment Restrictions for Weakly Dependent Data ⋮ Inference in the presence of redundant moment conditions and the impact of government health expenditure on health outcomes in England ⋮ On the relevance of weaker instruments ⋮ An augmented Anderson–Hsiao estimator for dynamic short-T panels†