1 citations · 1 across the 6 of their papers we have counts for
7 papers
Almost Dominance: Inference and Application
Xiaojun Song, Zhenting Sun
This paper proposes a general framework for inference on three types of almost dominances: almost Lorenz dominance, almost inverse stochastic dominance, and almost stochastic domin…
Bootstrap Inference on Partially Linear Binary Choice Model
Wenzheng Gao, Zhenting Sun
The partially linear binary choice model can be used for estimating structural equations where nonlinearity may appear due to diminishing marginal returns, different life cycle reg…
Testing Partial Instrument Monotonicity
Hongyi Jiang, Zhenting Sun
When multi-dimensional instruments are used to identify and estimate causal effects, the monotonicity condition may not hold due to heterogeneity in the population. Under a partial…
A Nonparametric Test of th-degree Inverse Stochastic Dominance
Hongyi Jiang, Zhenting Sun, Shiyun Hu
This paper proposes a nonparametric test for th-degree inverse stochastic dominance which is a powerful tool for ranking distribution functions according to social welfare. We c…
Pairwise Valid Instruments
Zhenting Sun, Kaspar Wüthrich
Finding valid instruments is difficult. We propose Validity Set Instrumental Variable (VSIV) estimation, a method for estimating local average treatment effects (LATEs) in heteroge…
Unified Inference on Moment Restrictions with Nuisance Parameters
Xingyu Li, Xiaojun Song, Zhenting Sun
This paper proposes a simple unified inference approach on moment restrictions in the presence of nuisance parameters. The proposed test is constructed based on a new characterizat…
Instrument Validity for Heterogeneous Causal Effects
Zhenting Sun
This paper provides a general framework for testing instrument validity in heterogeneous causal effect models. The generalization includes the cases where the treatment can be mult…