Estimation with many instrumental variables

C Hansen, J Hausman, W Newey - Journal of Business & Economic …, 2008 - Taylor & Francis
Using many valid instrumental variables has the potential to improve efficiency but makes
the usual inference procedures inaccurate. We give corrected standard errors, an extension …

Generalized method of moments with many weak moment conditions

WK Newey, F Windmeijer - Econometrica, 2009 - Wiley Online Library
Using many moment conditions can improve efficiency but makes the usual generalized
method of moments (GMM) inferences inaccurate. Two‐step GMM is biased. Generalized …

Instrumental variable estimation with heteroskedasticity and many instruments

JA Hausman, WK Newey, T Woutersen… - Quantitative …, 2012 - Wiley Online Library
This paper gives a relatively simple, well behaved solution to the problem of many
instruments in heteroskedastic data. Such settings are common in microeconometric …

Asymptotic distribution of JIVE in a heteroskedastic IV regression with many instruments

JC Chao, NR Swanson, JA Hausman… - Econometric …, 2012 - cambridge.org
This paper derives the limiting distributions of alternative jackknife instrumental variables
(JIV) estimators and gives formulas for accompanying consistent standard errors in the …

Improved JIVE estimators for overidentified linear models with and without heteroskedasticity

DA Ackerberg, PJ Devereux - The Review of Economics and …, 2009 - direct.mit.edu
We introduce two simple new variants of the jackknife instrumental variables (JIVE)
estimator for overidentified linear models and show that they are superior to the existing …

Linear model IV estimation when instruments are many or weak

MP Murray - Journal of Econometric Methods, 2017 - degruyter.com
Economists rely frequently on instrumental variables estimation to overcome biases that
endogenous explanatory variables cause in ordinary least squares estimation. However …

Jackknife estimation of a cluster-sample IV regression model with many weak instruments

JC Chao, NR Swanson, T Woutersen - Journal of Econometrics, 2023 - Elsevier
This paper proposes new jackknife IV estimators that are robust to the effects of many weak
instruments and error heteroskedasticity in a cluster sample setting with cluster-specific …

Identification and estimation of marginal effects in nonlinear panel models

This paper gives identification and estimation results for marginal effects in nonlinear panel
models. We find that linear fixed effects estimators are not consistent, due in part to marginal …

[PDF][PDF] Crime and (Monetary) Punishment

FD Klaassen - 2021 - diazkla.github.io
This paper examines the causal effect of fines and court fees on criminal reoffending for low-
level misdemeanants by leveraging the quasi-random assignment of judges in North …

[PDF][PDF] FDI and economic growth: revisiting the role of financial market development

CC Hsu, JY Wu - Far East and South Asia Meeting of the Econometric …, 2009 - Citeseer
This paper revisits the role of financial intermediations and the effects of foreign direct
investment (FDI) on economic growth using cross-country data between 1975 and 2005. To …