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Journal of the American Statistical Association Volume 117, 2022 - Issue 539
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Theory and Methods

High-Dimensional Spatial Quantile Function-on-Scalar Regression

Zhengwu Zhanga Department of Statistics and Operations Research, University of North Carolina, Chapel Hill, NCView further author information
,
Xiao Wangb Department of Statistics, Purdue University, West Lafayette, INCorrespondence[email protected]
View further author information
,
Linglong Kongc Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB, CanadaView further author information
&
Hongtu Zhud Department of Biostatistics, University of North Carolina, Chapel Hill, NCView further author information
Pages 1563-1578 | Received 30 Aug 2018, Accepted 18 Dec 2020, Published online: 07 Mar 2021

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Zi Miao & Lihong Wang. (2024) Robust estimation for function-on-scalar regression models. Journal of Statistical Computation and Simulation 94:5, pages 1035-1055.
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Ting Li, Chengchun Shi, Zhaohua Lu, Yi Li & Hongtu Zhu. (2024) Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing. Journal of the American Statistical Association 0:0, pages 1-15.
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Articles from other publishers (6)

Chuchu Wang & Xinyuan Song. (2024) Nonparametric quantile scalar-on-image regression. Computational Statistics & Data Analysis 191, pages 107873.
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Haihan Xie & Linglong Kong. (2023) Gaussian copula function-on-scalar regression in reproducing kernel Hilbert space. Journal of Multivariate Analysis 198, pages 105226.
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Hongtu Zhu, Tengfei Li & Bingxin Zhao. (2023) Statistical Learning Methods for Neuroimaging Data Analysis with Applications. Annual Review of Biomedical Data Science 6:1, pages 73-104.
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Julian A. A. Collazos, Ronaldo Dias & Marcelo C. Medeiros. (2023) Modeling the evolution of deaths from infectious diseases with functional data models: The case of COVID‐19 in Brazil. Statistics in Medicine 42:7, pages 993-1012.
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Haolun Shi, Da Ma, Mirza Faisal Beg & Jiguo Cao. (2021) A functional proportional hazard cure rate model for interval-censored data. Statistical Methods in Medical Research 31:1, pages 154-168.
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Xiong Cai, Liugen Xue & Jiguo Cao. (2021) Robust penalized M‐estimation for function‐on‐function linear regression. Stat 10:1.
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