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Papers authored by Weixin Yao

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2023 Bo Kai, Mian Huang, Weixin Yao

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Nonparametric and Semiparametric Quantile Regression via a New MM Algorithm

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2022 Sijia Xiang

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, Weixin Yao

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Nonparametric statistical learning based on modal regression

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2021 Jiacheng Xue

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, Weixin Yao

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Machine Learning Embedded Semiparametric Mixtures of Regressions with Covariate-Varying Mixing Proportions

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Yan Li

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, Chun Yu, Yize Zhao, Weixin Yao

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, Robert H. Aseltine, Kun Chen

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Pursuing sources of heterogeneity in modeling clustered population

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Lin Cong

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, Weixin Yao

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A Likelihood Ratio Test of a Homoscedastic Multivariate Normal Mixture Against a Heteroscedastic Multivariate Normal Mixture

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2020 Supawadee Wichitchan, Weixin Yao

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, Chun Yu

A new class of multivariate goodness of fit tests for multivariate normal mixtures

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Yanyuan Ma, Shaoli Wang, Lin Xu, Weixin Yao

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Semiparametric mixture regression with unspecified error distributions

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Guangren Yang, Sijia Xiang, Weixin Yao

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, Lin Xu

Robust estimation and outlier detection for varying-coefficient models via penalized regression

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Lai Jiang

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, Celia M. T. Greenwood, Weixin Yao

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Bayesian Hyper-LASSO Classification for Feature Selection with Application to Endometrial Cancer RNA-seq Data

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Mian Huang, Shangbing Yu, Weixin Yao

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Regularized Factor Portfolio for Cross-sectional Multifactor Models

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Sijia Xiang

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, Weixin Yao

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Semiparametric mixtures of regressions with single-index for model based clustering

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Chun Yu, Weixin Yao

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, Guangren Yang

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A Selective Overview and Comparison of Robust Mixture Regression Estimators

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Daniel R. Jeske

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, Weixin Yao

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Sample size calculations for mixture alternatives in a control group vs. treatment group design

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Farzana Kabir, Nanpeng Yu

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, Weixin Yao

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, Rui Yang

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, Yingchen Zhang

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Joint Estimation of Behind-the-Meter Solar Generation in a Community

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2019 Sijia Xiang, Weixin Yao

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, Guangren Yang

An Overview of Semiparametric Extensions of Finite Mixture Models

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Lin Xu, Sijia Xiang

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, Weixin Yao

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Robust maximum Lq-likelihood estimation of joint mean–covariance models for longitudinal data

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Mian Huang, Kang He, Weixin Yao

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Regression estimation via information-weighted composite models with different dimensions

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2018 Supawadee Wichitchan, Weixin Yao

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, Guangren Yang

A simple root selection method for univariate finite normal mixture models

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Weixin Yao

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, Debmalya Nandy, Bruce G. Lindsay, Francesca Chiaromonte

Covariate Information Matrix for Sufficient Dimension Reduction

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Farzana Kabir

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, Nanpeng Yu, Weixin Yao

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, Longtao Wu, Jonathan H. Jiang, Yu Gu, Hui Su

Impact of Aerosols on Reservoir Inflow: A Case Study for Big Creek Hydroelectric System in California

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