2 citations · 4 across the 9 of their papers we have counts for
10 papers
Limit Theory for U-Statistics under Clustered and Weakly Dependent Data
Emmanuel Selorm Tsyawo
This paper develops asymptotic theory and feasible inference for unbounded-kernel order-k U-statistics under clustered sampling and weakly dependent time-series. The analysis first…
A Grid-Rate Condition for Valid Uniform Inference
Emmanuel Selorm Tsyawo
Conducting uniform inference on a continuous functional F defined on a compact subset X of R^d involves specifying L_n^d nodes for estimation and the construction of confidence ban…
Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data
Brantly Callaway, Derek Dyal, Pedro H. C. Sant'Anna +1
In this paper, we propose a new approach to causal inference with panel data. Instead of using panel data to adjust for differences in the distribution of unobserved heterogeneity…
Difference-in-differences with as few as two cross-sectional units -- A new perspective to the democracy-growth debate
Gilles Koumou, Emmanuel Selorm Tsyawo
Pooled panel analyses often mask heterogeneity in unit-specific treatment effects. This challenge, for example, crops up in studies of the impact of democracy on economic growth, w…
Quantile and Distribution Treatment Effects on the Treated with Possibly Non-Continuous Outcomes
Nelly K. Djuazon, Emmanuel Selorm Tsyawo
Applied Difference-in-Differences studies often involve outcomes that are discrete, mixed, censored, or otherwise non-continuously distributed, while policy questions frequently co…
Treatment Effects in Staggered Adoption Designs with Non-Parallel Trends
Brantly Callaway, Emmanuel Selorm Tsyawo
This paper considers identifying and estimating causal effect parameters in a staggered treatment adoption setting -- that is, where a researcher has access to panel data and treat…
A Consistent ICM-based Specification Test
Feiyu Jiang, Emmanuel Selorm Tsyawo
In spite of the omnibus property of Integrated Conditional Moment (ICM) specification tests, they are not commonly used in empirical practice owing to features such as the non-pivo…
Distributional Effects with Two-Sided Measurement Error: An Application to Intergenerational Income Mobility
Brantly Callaway, Tong Li, Irina Murtazashvili +1
This paper considers identification and estimation of distributional effect parameters that depend on the joint distribution of an outcome and another variable of interest ("treatm…
Feasible IV Regression without Excluded Instruments
Emmanuel Selorm Tsyawo
The relevance condition of Integrated Conditional Moment (ICM) estimators is significantly weaker than the conventional IV's in at least two respects: (1) consistent estimation wit…
A Distance Covariance-based Estimator
Emmanuel Selorm Tsyawo, Abdul-Nasah Soale
This paper proposes an estimator that relaxes the conventional relevance condition in instrumental variable (IV) analyses. The method allows endogenous covariates to be weakly corr…