Alternative Approximations to the Distributions of Instrumental Variable Estimators

From MaRDI portal
Publication:4301030

DOI10.2307/2951662zbMath0795.62102MaRDI QIDQ4301030

Paul A. Bekker

Publication date: 18 September 1994

Published in: Econometrica (Search for Journal in Brave)




Related Items (90)

Alternative approximations of the bias and MSE of the IV estimator under weak identification with an application to bias correctionTesting with many weak instrumentsApproximating the distribution of the two-stage least squares estimator when the concentration parameter is smallSymmetry-based inference in an instrumental variable settingA semi-parametric Bayesian approach to the instrumental variable problemSPECIFICATION TESTING IN MODELS WITH MANY INSTRUMENTSThe optimal choice of moments in dynamic panel data modelsTests of risk premia in linear factor modelsOPTIMAL INVARIANT INFERENCE WHEN THE NUMBER OF INSTRUMENTS IS LARGEFINITE-SAMPLE INSTRUMENTAL VARIABLES INFERENCE USING AN ASYMPTOTICALLY PIVOTAL STATISTICConsistent estimation of linear panel data models with measurement errorMany IVs estimation of dynamic panel regression models with measurement errorCross-Sectional Dependence in Panel Data AnalysisTwo-Stage Least Squares Estimation of Spatial Autoregressive Models with Endogenous Regressors and Many InstrumentsSimple many-instruments robust standard errors through concentrated instrumental variablesLinear model IV estimation when instruments are many or weakInstrumental variable estimation of factor models with possibly many variablesAn optimal modification of the LIML estimation for many instruments and persistent hetero\-sce\-dasticityAn incidental parameters free inference approach for panels with common shocksASYMPTOTIC DISTRIBUTION OF JIVE IN A HETEROSKEDASTIC IV REGRESSION WITH MANY INSTRUMENTSASYMPTOTICS OF DIAGONAL ELEMENTS OF PROJECTION MATRICES UNDER MANY INSTRUMENTS/REGRESSORSJackknife estimation of a cluster-sample IV regression model with many weak instrumentsSecond-order refinements for \(t\)-ratios with many instrumentsYet another look at the omitted variable biasA conditional linear combination test with many weak instrumentsA comparison of bias approximations for the two-stage least squares (2SLS) estimatorMulti-Threshold Structural Equation ModelCulling the Herd of Moments with Penalized Empirical LikelihoodOne instrument to rule them all: the bias and coverage of just-ID IVInstrumental variable estimation with first-stage heterogeneity(Consistently) testing strict exogeneity against the alternative of predeterminedness in linear time-series modelsLong difference instrumental variables estimation for dynamic panel models with fixed effectsFactor-GMM estimation with large sets of possibly weak instrumentsInstrument endogeneity and identification-robust tests: some analytical resultsEfficient GMM estimation of spatial dynamic panel data models with fixed effectsConditional moment models under semi-strong identificationInstrumental variable analysis with censored data in the presence of many weak instruments: application to the effect of being sentenced to prison on time to employmentAUTOMATIC INFERENCE FOR INFINITE ORDER VECTOR AUTOREGRESSIONSINSTRUMENTAL VARIABLE ESTIMATION IN A DATA RICH ENVIRONMENTTESTING UNDER WEAK IDENTIFICATION WITH CONDITIONAL MOMENT RESTRICTIONSALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORSTesting the adequacy of conventional asymptotics in GMMRegularized LIML for many instrumentsMANY INSTRUMENTS ASYMPTOTIC APPROXIMATIONS UNDER NONNORMAL ERROR DISTRIBUTIONSMinimum distance approach to inference with many instrumentsAsymptotics of the principal components estimator of large factor models with weakly influential factorsInference in regression models with many regressorsA regularization approach to the many instruments problemSimultaneous selection and weighting of moments in GMM using a trapezoidal kernelTHE ASYMPTOTIC DISTRIBUTION OF THE LIML ESTIMATOR IN A PARTIALLY IDENTIFIED STRUCTURAL EQUATIONOn the consistency of the LIML estimator of a spatial autoregressive model with many instrumentsApproximate least squares estimation for spatial autoregressive models with covariatesA Fast Iterated Bootstrap Procedure for Approximating the Small-Sample BiasTesting Endogeneity with High Dimensional CovariatesA doubly corrected robust variance estimator for linear GMMParameter orthogonalization and Bayesian inference with many instrumentsBounding the difference between true and nominal rejection probabilities in tests of hypotheses about instrumental variables modelsOn bootstrap validity for specification testing with many weak instrumentsGMM estimation in panel data models with measurement errorCross-sectional averaging and instrumental variable estimation with many weak instrumentsOn bootstrap inconsistency and Bonferroni-based size-correction for the subset Anderson-Rubin test under conditional homoskedasticityInstrumental variables estimation with many weak instruments using regularized JIVETesting overidentifying restrictions with many instruments and heteroskedasticityBootstrap inference for instrumental variable models with many weak instrumentsOn the asymptotic optimality of the LIML estimator with possibly many instrumentsGMM estimation of social interaction models with centralityThe Hausman test and weak instrumentsProperties of the CUE estimator and a modification with momentsOn finite sample properties of alternative estimators of coefficients in a structural equation with many instrumentsInstrumental variable estimation in the presence of many moment conditionsHypothesis testing in linear regression when \(k/n\) is largeHahn-Hausman test as a specification testRobust estimation with many instrumentsStatistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile scoreA MONTE CARLO COMPARISON OF VARIOUS ASYMPTOTIC APPROXIMATIONS TO THE DISTRIBUTION OF INSTRUMENTAL VARIABLES ESTIMATORSON THE BIMODALITY OF THE EXACT DISTRIBUTION OF THE TSLS ESTIMATORINFERENCE IN INSTRUMENTAL VARIABLE MODELS WITH HETEROSKEDASTICITY AND MANY INSTRUMENTSOn the Use of the Lasso for Instrumental Variables Estimation with Some Invalid InstrumentsA maximum likelihood method for the incidental parameter problemThe asymptotic distribution of Nagar's bias-adjusted TSLS estimator under partial identifica\-tionTHE ASYMPTOTIC PROPERTIES OF THE SYSTEM GMM ESTIMATOR IN DYNAMIC PANEL DATA MODELS WHEN BOTH N AND T ARE LARGEDouble filter instrumental variable estimation of panel data models with weakly exogenous variablesML and GMM with concentrated instruments in the static panel data modelJackknife instrumental variable estimation with heteroskedasticitySequential and efficient GMM estimation of dynamic short panel data modelsLIML in the static linear panel data modelEfficient Estimation with Many Weak Instruments Using Regularization TechniquesAn augmented Anderson–Hsiao estimator for dynamic short-T panelsInstrumental variables: an econometrician's perspectiveSubsampling tests of parameter hypotheses and overidentifying restrictions with possible failure of identification




This page was built for publication: Alternative Approximations to the Distributions of Instrumental Variable Estimators