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A projection-based model checking for heterogeneous treatment effect
In this paper, we investigate the hypothesis testing problem that checks...
09/23/2020 ∙ by Niwen Zhou, et al. ∙
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On IPW-based estimation of conditional average treatment effect
The research in this paper gives a systematic investigation on the asymp...
09/23/2020 ∙ by Niwen Zhou, et al. ∙
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Outcome regression-based estimation of conditional average treatment effect
The research is about a systematic investigation on the following issues...
09/22/2020 ∙ by Lu Li, et al. ∙
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The Role of Propensity Score Structure in Asymptotic Efficiency of Estimated Conditional Quantile Treatment Effect
When a strict subset of covariates are given, we propose conditional qua...
09/22/2020 ∙ by Niwen Zhou, et al. ∙
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Limiting laws for extreme eigenvalues of large-dimensional spiked Fisher matrices with a divergent number of spikes
Consider the p× p matrix that is the product of a population covariance ...
09/22/2020 ∙ by Junshan Xie, et al. ∙
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Doubly robust estimation for conditional treatment effect: a study on asymptotics
In this paper, we apply doubly robust approach to estimate, when some co...
09/12/2020 ∙ by Chuyun Ye, et al. ∙
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A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings
We propose a novel generative model to explore both local and global con...
08/11/2020 ∙ by Lixing Zhu, et al. ∙
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Doubly robust estimation of average treatment effect revisited
The research described herewith is to re-visit the classical doubly robu...
05/29/2020 ∙ by Keli Guo, et al. ∙
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Neural Temporal Opinion Modelling for Opinion Prediction on Twitter
Opinion prediction on Twitter is challenging due to the transient nature...
05/27/2020 ∙ by Lixing Zhu, et al. ∙
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Model Checking for Parametric Ordinary Differential Equations System
Ordinary differential equations have been used to model dynamical system...
03/24/2020 ∙ by Ran Liu, et al. ∙
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Detecting multiple change points: a PULSE criterion
The research described herewith investigates detecting change points of ...
03/03/2020 ∙ by Wenbiao Zhao, et al. ∙
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Order Determination for Spiked Models
Motivated by dimension reduction in regression analysis and signal detec...
10/31/2019 ∙ by Yicheng Zeng, et al. ∙
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Integrated conditional moment test and beyond: when the number of covariates is divergent
The classic integrated conditional moment test is a promising method for...
05/20/2019 ∙ by Falong Tan, et al. ∙
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Adaptive-to-model hybrid of tests for regressions
In model checking for regressions, nonparametric estimation-based tests ...
03/09/2019 ∙ by Lingzhu Li, et al. ∙
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Testing heteroscedasticity for regression models based on projections
In this paper we propose a new test of heteroscedasticity for parametric...
08/08/2018 ∙ by Falong Tan, et al. ∙
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