Liyang Sun

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All published works

Action	Title	Year	Authors
+ PDF Chat	Temporal Aggregation for the Synthetic Control Method	2024	Liyang Sun Eli Ben‐Michael Avi Feller
+ PDF Chat	Weak identification with many instruments	2024	Anna Mikusheva Liyang Sun
+	Temporal Aggregation for the Synthetic Control Method	2024	Liyang Sun Eli Ben‐Michael Avi Feller
+	Using multiple outcomes to improve the synthetic control method	2023	Liyang Sun Eli Ben‐Michael Avi Feller Alberto Abadie Anish Agarwal David Bruns-Smith Juanjo Dolado Bruno Ferman Jesse Rothstein Kaspar Wüthrich
+ PDF Chat	Double robustness for complier parameters and a semi-parametric test for complier characteristics	2023	Rahul Singh Liyang Sun
+	Adapting to Misspecification	2023	Timothy B. Armstrong Patrick Kline Liyang Sun
+	Weak Identification with Many Instruments	2023	Anna Mikusheva Liyang Sun
+	Using Multiple Outcomes to Improve the Synthetic Control Method	2023	Liyang Sun Eli Ben‐Michael Avi Feller
+ PDF Chat	A Linear Panel Model with Heterogeneous Coefficients and Variation in Exposure	2022	Liyang Sun Jesse M. Shapiro
+ PDF Chat	Inference with Many Weak Instruments	2021	Anna Mikusheva Liyang Sun
+	EVENTSTUDYINTERACT: Stata module to implement the interaction weighted estimator for an event study	2021	Liyang Sun
+	Empirical Welfare Maximization with Constraints	2021	Liyang Sun
+	EVENTSTUDYINTERACT: Stata module to implement the interaction weighted estimator for an event study	2021	Liyang Sun
+ PDF Chat	Estimating dynamic treatment effects in event studies with heterogeneous treatment effects	2020	Liyang Sun Sarah Abraham
+	EVENTSTUDYWEIGHTS: Stata module to estimate the implied weights on the cohort-specific average treatment effects on the treated (CATTs) (event study specifications)	2020	Liyang Sun
+	Inference with Many Weak Instruments	2020	Anna Mikusheva Liyang Sun
+	EVENTSTUDYWEIGHTS: Stata module to estimate the implied weights on the cohort-specific average treatment effects on the treated (CATTs) (event study specifications)	2020	Liyang Sun
+	De-biased Machine Learning for Compliers	2019	Rahul Singh Liyang Sun
+	De-biased Machine Learning in Instrumental Variable Models for Treatment Effects	2019	Rahul Singh Liyang Sun
+	Automatic Debiased Machine Learning for Instrumental Variable Models of Complier Treatment Effects	2019	Rahul Singh Liyang Sun
+ PDF Chat	Weak Instruments in Instrumental Variables Regression: Theory and Practice	2019	Isaiah Andrews James H. Stock Liyang Sun
+	De-biased Machine Learning in Instrumental Variable Models for Treatment Effects	2019	Rahul Singh Liyang Sun
+	Double Robustness for Complier Parameters and a Semiparametric Test for Complier Characteristics	2019	Rahul Singh Liyang Sun
+	Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects	2018	Liyang Sun Sarah Abraham
+	Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects	2018	Sarah Abraham Liyang Sun
+ PDF Chat	Estimating Dynamic Treatment Effects in Event Studies With Heterogeneous Treatment Effects	2018	Liyang Sun Sarah Abraham

Common Coauthors

Coauthor	Papers Together
Rahul Singh	5
Avi Feller	4
Eli Ben‐Michael	4
Sarah Abraham	4
Anna Mikusheva	4
Kaspar Wüthrich	1
Alberto Abadie	1
Timothy B. Armstrong	1
Rahul Singh	1
Juanjo Dolado	1
Jesse M. Shapiro	1
James H. Stock	1
David Bruns-Smith	1
Isaiah Andrews	1
Jesse Rothstein	1
Bruno Ferman	1
Patrick Kline	1
Anish Agarwal	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Testing for Weak Instruments in Linear IV Regression	2005	James H. Stock Motohiro Yogo	4
+ PDF Chat	Evaluating the Employment Impact of a Mandatory Job Search Program	2004	Richard Blundell Mónica Costa Dias Costas Meghir John Van Reenen	3
+	Leave‐Out Estimation of Variance Components	2020	Patrick Kline Raffaele Saggio Mikkel Sølvsten	3
+	Difference‐in‐differences when the treatment status is observed in only one period	2017	Irene Botosaru Federico Gutiérrez	3
+	Stable Weights that Balance Covariates for Estimation With Incomplete Outcome Data	2015	José R. Zubizarreta	3
+ PDF Chat	Incarceration, Recidivism, and Employment	2019	Manudeep Bhuller Gordon B. Dahl Katrine Vellesen Løken Magne Mogstad	3
+	Semiparametric instrumental variable estimation of treatment response models	2003	Alberto Abadie	3
+	Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption	2018	Susan Athey Guido W. Imbens	3
+ PDF Chat	Valid Two-Step Identification-Robust Confidence Sets for GMM	2017	Isaiah Andrews	3
+	Regression and Weighting Methods for Causal Inference Using Instrumental Variables	2006	Zhiqiang Tan	3
+ PDF Chat	SPECIFICATION TESTING IN MODELS WITH MANY INSTRUMENTS	2010	Stanislav Anatolyev Nikolay Gospodinov	2
+	Difference-in-Differences with Variation in Treatment Timing	2018	Andrew Goodman-Bacon	2
+	Estimation of Limited-Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice	2000	Joshua D. Angrist	2
+ PDF Chat	Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings	2002	Alberto Abadie Joshua D. Angrist Guido W. Imbens	2
+ PDF Chat	Difference-in-Differences With Multiple Time Periods and an Application on the Minimum Wage and Employment	2018	Brantly Callaway Pedro H. C. Sant’Anna	2
+ PDF Chat	Characterizing Selection Bias Using Experimental Data	1998	James J. Heckman Hidehiko Ichimura Jeffrey A. Smith Petra Todd	2
+ PDF Chat	Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program	2010	Alberto Abadie Alexis Diamond Jens Hainmueller	2
+ PDF Chat	Generalized random forests	2019	Susan Athey Julie Tibshirani Stefan Wager	2
+	Locally robust semiparametric estimation	2016	Hidehiko Ichimura Juan Carlos Escanciano Whitney K. Newey Victor Chernozhukov	2
+	Program evaluation and causal inference with high-dimensional data	2016	Alexandre Belloni Victor Chernozhukov Iván Fernández‐Val Christian Hansen	2
+ PDF Chat	On Adaptive Estimation	1982	Peter J. Bickel	2
+	Cross-fitting and fast remainder rates for semiparametric estimation	2017	Whitney K. Newey James M. Robins	2
+ PDF Chat	INFERENCE IN INSTRUMENTAL VARIABLE MODELS WITH HETEROSKEDASTICITY AND MANY INSTRUMENTS	2020	Federico Crudu Giovanni Mellace Zsolt Sándor	2
+ PDF Chat	Average and Quantile Effects in Nonseparable Panel Models	2013	Victor Chernozhukov Iván Fernández‐Val Jinyong Hahn Whitney K. Newey	2
+ PDF Chat	Efficient Tests Under a Weak Convergence Assumption	2011		2
+ PDF Chat	On Asymptotically Efficient Estimation in Semiparametric Models	1986	Anton Schίck	2
+	Revisiting Event Study Designs	2016	Kirill Borusyak Xavier Jaravel Jann Spiess	2
+ PDF Chat	Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions	2018	Susan Athey Guido W. Imbens Stefan Wager	2
+ PDF Chat	Doubly Robust Estimation of the Local Average Treatment Effect Curve	2014	Elizabeth L. Ogburn Andrea Rotnitzky James M. Robins	2
+	Instrumental Variable Estimation of Nonparametric Models	2003	Whitney K. Newey James L. Powell	2
+ PDF Chat	Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors	2013	Victor Chernozhukov Denis Chetverikov Kengo Kato	2
+	Testing with many weak instruments	2006	Donald W. K. Andrews James H. Stock	2
+ PDF Chat	Nonparametric IV estimation of local average treatment effects with covariates	2006	Markus Frölich	2
+ PDF Chat	Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain	2012		2
+ PDF Chat	Pivotal Statistics for Testing Structural Parameters in Instrumental Variables Regression	2002	Frank Kleibergen	2
+	On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects	1998	Jinyong Hahn	2
+ PDF Chat	Semiparametric Difference-in-Differences Estimators	2004	Alberto Abadie	2
+ PDF Chat	Inference on Treatment Effects after Selection among High-Dimensional Controls	2013	Alexandre Belloni Victor Chernozhukov Christian Hansen	2
+	An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s	2004	Barbara Sianesi	2
+ PDF Chat	Optimal Two-Sided Invariant Similar Tests for Instrumental Variables Regression	2006	Donald W. K. Andrews Marcelo J. Moreira James H. Stock	2
+ PDF Chat	The Effects of 401(K) Participation on the Wealth Distribution: An Instrumental Quantile Regression Analysis	2004	Victor Chernozhukov Christian Hansen	2
+ PDF Chat	Robust inference on average treatment effects with possibly more covariates than observations	2015	Max H. Farrell	2
+ PDF Chat	Simultaneous analysis of Lasso and Dantzig selector	2009	Peter J. Bickel Ya’acov Ritov Alexandre B. Tsybakov	2
+ PDF Chat	Identification and Estimation of Local Average Treatment Effects	1994	Guido W. Imbens Joshua D. Angrist	2
+ PDF Chat	A Conditional Likelihood Ratio Test for Structural Models	2003	Marcelo J. Moreira	2
+	Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment	2018	Brantly Callaway Pedro H. C. Sant’Anna	2
+	Semiparametric Efficiency in Multivariate Regression Models with Missing Data	1995	James M. Robins Andrea Rotnitzky	2
+ PDF Chat	Conditional Linear Combination Tests for Weakly Identified Models	2016	Isaiah Andrews	2
+	Broken or Fixed Effects?	2018	Charles Gibbons Juan Carlos Suárez Serrato Michael B. Urbancic	2
+	A general theory of hypothesis tests and confidence regions for sparse high dimensional models	2017	Yang Ning Han Liu	2