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Keyword

robust inference

Description: A statistical approach for drawing conclusions from data that remain reliable when assumptions are violated or observations are contaminated.
OpenAlex ID: keywords/robust-inference
Microeconometrics
2005 · A. Colin Cameron, Pravin K. Trivedi · Cambridge University Press eBooks · 8,086
Maximum Likelihood Estimation of Misspecified Models
1983 · Halbert White · Econometrica · 3,674
Quasi-maximum likelihood estimation and inference in dynamic models with time-varying covariances
1992 · Tim Bollerslev, Jeffrey M. Wooldridge · Econometric Reviews · 3,219
Robust Inference With Multiway Clustering
2011 · A. Colin Cameron, Jonah B. Gelbach, et al. · Journal of Business and Economic Statistics · 3,178
The Robust Inference for the Cox Proportional Hazards Model
1989 · D. Y. Lin, L. J. Wei · Journal of the American Statistical Association · 2,671
A More Credible Approach to Parallel Trends
2023 · Ashesh Rambachan, Jonathan Roth · The Review of Economic Studies · 1,515
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Panel Data Econometrics in R : The plm Package
2008 · Yves Croissant, Giovanni Millo · Journal of Statistical Software · 1,241
Cluster-Sample Methods in Applied Econometrics
2003 · Jeffrey M Wooldridge · American Economic Review · 1,218
Robust Statistical Modeling Using the t Distribution
1989 · Kenneth L. Lange, Roderick J. A. Little, et al. · Journal of the American Statistical Association · 1,039
Robust performance hypothesis testing with the Sharpe ratio
2008 · Oliver Ledoit, Michael Wolf · Journal of Empirical Finance · 945
Robust State–space Modeling of Animal Movement Data
2005 · Ian D. Jonsen, Joanna Mills Flemming, et al. · Ecology · 794
Robust Data-Driven Inference in the Regression-Discontinuity Design
2014 · Sebastian Calonico, Matias D. Cattaneo, et al. · The Stata Journal Promoting communications on statistics and Stata · 706
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Instrumental variable quantile regression: A robust inference approach
2007 · Victor Chernozhukov, Christian Hansen · Journal of Econometrics · 571
Non-parametric Statistical Methods
1990 · Joseph L. Gastwirth · Palgrave Macmillan UK eBooks · 514
The two-sample trimmed t for unequal population variances
1974 · KAREN K. YUEN · Biometrika · 489
Robust Inference with Multi-way Clustering
2006 · A. Colin Cameron, Jonah Gelbach, et al. · National Bureau of Economic Research · 409
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Robust Inference for Generalized Linear Models
2001 · Eva Cantoni, Elvezio Ronchetti · Journal of the American Statistical Association · 403
Robustly detecting differential expression in RNA sequencing data using observation weights
2014 · Xiaobei Zhou, Helen Lindsay, et al. · Nucleic Acids Research · 386
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Robust Statistics, 2nd edn
2011 · Kuldeep Kumar · Journal of the Royal Statistical Society Series A (Statistics in Society) · 340
Inference in Regression Discontinuity Designs with a Discrete Running Variable
2018 · Michal Kolesár, Christoph Rothe · American Economic Review · 325
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Partial Identification in Econometrics
2010 · Elie Tamer · Annual Review of Economics · 320
Small-Sample Adjustments for Wald-Type Tests Using Sandwich Estimators
2001 · Michael P. Fay, Barry I. Graubard · Biometrics · 306
Asymptotic properties of a robust variance matrix estimator for panel data when is large
2006 · Christian B. Hansen · Journal of Econometrics · 292
Ordinal Logistic Regression
2015 · Frank E. Harrell · Springer series in statistics · 287
Time series with strong dependence
2008 · P.M. Robinson · Cambridge University Press eBooks · 279
Works count: 2,097
Citation count: 53,980
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