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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…