A bootstrap version of the Hausman test to assess the impact of cluster-level endogeneity beyond the random intercept model

Wouter Talloen, Tom Loeys, Beatrijs Moerkerke

Type: Article

Publication Date: 2019-01-02

Citations: 12

DOI: https://doi.org/10.1080/00273171.2018.1482192

View Publication

Locations

PubMed - View
Multivariate Behavioral Research - View

Similar Works

Action	Title	Year	Authors
+ PDF Chat	Handling Correlations Between Covariates and Random Slopes in Multilevel Models	2014	Michael D. Bates Katherine E. Castellano Sophia Rabe‐Hesketh Anders Skrondal
+ PDF Chat	Small-Sample Methods for Cluster-Robust Variance Estimation and Hypothesis Testing in Fixed Effects Models	2016	James E. Pustejovsky Elizabeth Tipton
+	RHAUSMAN: Stata module to perform Robust Hausman Specification Test	2014	Boris Kaiser
+	Small sample methods for cluster-robust variance estimation and hypothesis testing in fixed effects models	2016	James E. Pustejovsky Elizabeth Tipton
+	Small-Sample Methods for Cluster-Robust Variance Estimation and Hypothesis Testing in Fixed Effects Models	2017	James E. Pustejovsky Elizabeth Tipton
+ PDF Chat	ClusterBootstrap: An R package for the analysis of hierarchical data using generalized linear models with the cluster bootstrap	2019	Mathijs Deen Mark de Rooij
+ PDF Chat	A Practitioner’s Guide to Cluster-Robust Inference	2015	A. Colin Cameron Douglas L. Miller
+ PDF Chat	Cluster-robust jackknife and bootstrap inference for binary response models	2024	James G. MacKinnon Morten Ørregaard Nielsen Matthew D. Webb
+	Bootstrap-based statistical inference for linear mixed effects under misspecifications	2024	Katarzyna Reluga María José Lombardía Stefan Sperlich
+	Bootstrap‐based methods for estimating standard errors in Cox's regression analyses of clustered event times	2010	Yongling Xiao Michał Abrahamowicz
+ PDF Chat	Conditional assessment of the impact of a Hausman pretest on confidence intervals	2017	Paul Kabaila Rheanna Mainzer Davide Farchione
+	Multilevel bootstrap analysis with assumptions violated	2013	Guillermo Vallejo Manuel Ato García Paula Fernández Pablo Livacic Rojas
+ PDF Chat	On the Common but Problematic Specification of Conflated Random Slopes in Multilevel Models	2023	Jason D. Rights Sonya K. Sterba
+	Comparing Random Effects Models, Ordinary Least Squares, or Fixed Effects with Cluster Robust Standard Errors for Cross-Classified Data	2021	Young Ri Lee James E. Pustejovsky
+ PDF Chat	Evaluating two small-sample corrections for fixed-effects standard errors and inferences in multilevel models with heteroscedastic, unbalanced, clustered data	2024	Yichi Zhang Mark H. C. Lai
+ PDF Chat	Within-cluster resampling for multilevel models under informative cluster size	2019	D Lee J K Kim Chris Skinner
+	Evaluating Two Small Sample Corrections for Fixed-Effects Standard Errors and Inferences in Multilevel Models With Heteroscedastic, Unbalanced, Clustered Data	2024	Yichi Zhang Mark H. C. Lai
+	The Role of Sample Cluster Means in Multilevel Models	2011	Leonardo Grilli Carla Rampichini
+	The impact of a Hausman pretest on the coverage probability and expected length of confidence intervals	2015	Paul Kabaila Rheanna Mainzer Davide Farchione
+	The impact of a Hausman pretest on the coverage probability and expected length of confidence intervals	2015	Paul Kabaila Rheanna Mainzer Davide Farchione

Works That Cite This (3)

Action	Title	Year	Authors
+ PDF Chat	A Comparison of Limited-Information Test Statistics for a Response Style MIRT Model	2020	Joshua P. Starr Carl F. Falk Scott Monroe David D. Vachon
+ PDF Chat	Estimating Structural Equation Models Using James–Stein Type Shrinkage Estimators	2021	Elissa Burghgraeve Jan De Neve Yves Rosseel
+ PDF Chat	Bayesian hypothesis testing for Gaussian graphical models: Conditional independence and order constraints	2020	Donald R. Williams Joris Mulder

Works Cited by This (14)

Action	Title	Year	Authors
+	Chapter 36 Large sample estimation and hypothesis testing	1994	Whitney K. Newey Daniel McFadden
+	Panel Data Econometrics in<i>R</i>: The<b>plm</b>Package	2008	Yves Croissant Giovanni Millo
+ PDF Chat	Handling Correlations Between Covariates and Random Slopes in Multilevel Models	2014	Michael D. Bates Katherine E. Castellano Sophia Rabe‐Hesketh Anders Skrondal
+ PDF Chat	Random-Effects, Fixed-Effects and the within-between Specification for Clustered Data in Observational Health Studies: A Simulation Study	2014	Joseph L. Dieleman Tara Templin
+	Fixed-Effects and Related Estimators for Correlated Random-Coefficient and Treatment-Effect Panel Data Models	2005	Jeffrey M. Wooldridge
+ PDF Chat	A Random Effect Block Bootstrap for Clustered Data	2013	Raymond L. Chambers Hukum Chandra
+	Composition, Context, and Endogeneity in School and Teacher Comparisons	2014	Katherine E. Castellano Sophia Rabe‐Hesketh Anders Skrondal
+	A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity	1980	Halbert White
+ PDF Chat	Specification Tests in Econometrics	1978	Jerry A. Hausman
+	The BLUPs are not “best” when it comes to bootstrapping	2002	Jeffrey S. Morris