Xu, Ganggang; Zhang, Jingfei; Li, Yehua; Guan, Yongtao Bias-correction and test for mark-point dependence with replicated marked point processes. (English) Zbl 07820377 J. Am. Stat. Assoc. 119, No. 545, 217-231 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Xu} et al., J. Am. Stat. Assoc. 119, No. 545, 217--231 (2024; Zbl 07820377) Full Text: DOI arXiv
Zhu, Hanbing; Zhang, Yuanyuan; Li, Yehua; Lian, Heng Semiparametric function-on-function quantile regression model with dynamic single-index interactions. (English) Zbl 07710207 Comput. Stat. Data Anal. 182, Article ID 107727, 22 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{H. Zhu} et al., Comput. Stat. Data Anal. 182, Article ID 107727, 22 p. (2023; Zbl 07710207) Full Text: DOI
Park, Yeonjoo; Li, Bo; Li, Yehua Crop yield prediction using Bayesian spatially varying coefficient models with functional predictors. (English) Zbl 1514.62180 J. Am. Stat. Assoc. 118, No. 541, 70-83 (2023). MSC: 62M30 62P12 PDFBibTeX XMLCite \textit{Y. Park} et al., J. Am. Stat. Assoc. 118, No. 541, 70--83 (2023; Zbl 1514.62180) Full Text: DOI
Zhu, Hanbing; Zhang, Riquan; Li, Yehua; Yao, Weixin Estimation for extreme conditional quantiles of functional quantile regression. (English) Zbl 07601216 Stat. Sin. 32, No. 4, 1767-1787 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Zhu} et al., Stat. Sin. 32, No. 4, 1767--1787 (2022; Zbl 07601216) Full Text: DOI
Liu, Yanghui; Li, Yehua; Carroll, Raymond J.; Wang, Naisyin Predictive functional linear models with diverging number of semiparametric single-index interactions. (English) Zbl 07585113 J. Econom. 230, No. 2, 221-239 (2022). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{Y. Liu} et al., J. Econom. 230, No. 2, 221--239 (2022; Zbl 07585113) Full Text: DOI
Li, Yehua; Qiu, Yumou; Xu, Yuhang From multivariate to functional data analysis: fundamentals, recent developments, and emerging areas. (English) Zbl 1493.62643 J. Multivariate Anal. 188, Article ID 104806, 15 p. (2022). MSC: 62R10 62H25 PDFBibTeX XMLCite \textit{Y. Li} et al., J. Multivariate Anal. 188, Article ID 104806, 15 p. (2022; Zbl 1493.62643) Full Text: DOI
Xu, Yuhang; Li, Yehua; Qiu, Yumou Growth dynamics and heritability for plant high-throughput phenotyping studies using hierarchical functional data analysis. (English) Zbl 1523.62237 Biom. J. 63, No. 6, 1325-1341 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{Y. Xu} et al., Biom. J. 63, No. 6, 1325--1341 (2021; Zbl 1523.62237) Full Text: DOI
Wong, Raymond K. W.; Li, Yehua; Zhu, Zhengyuan Partially linear functional additive models for multivariate functional data. (English) Zbl 1478.62125 J. Am. Stat. Assoc. 114, No. 525, 406-418 (2019). MSC: 62H12 62G05 62G20 62H25 62J05 62R10 PDFBibTeX XMLCite \textit{R. K. W. Wong} et al., J. Am. Stat. Assoc. 114, No. 525, 406--418 (2019; Zbl 1478.62125) Full Text: DOI Link
Xu, Yuhang; Li, Yehua; Nettleton, Dan Nested hierarchical functional data modeling and inference for the analysis of functional plant phenotypes. (English) Zbl 1398.62352 J. Am. Stat. Assoc. 113, No. 522, 593-606 (2018). MSC: 62P10 62H30 62J10 62G05 PDFBibTeX XMLCite \textit{Y. Xu} et al., J. Am. Stat. Assoc. 113, No. 522, 593--606 (2018; Zbl 1398.62352) Full Text: DOI Link
Ye, Jun; Li, Yehua; Guan, Yongtao Joint modeling of longitudinal drug using pattern and time to first relapse in cocaine dependence treatment data. (English) Zbl 1400.62298 Ann. Appl. Stat. 9, No. 3, 1621-1642 (2015). MSC: 62P10 62G05 62H25 62M10 62N01 PDFBibTeX XMLCite \textit{J. Ye} et al., Ann. Appl. Stat. 9, No. 3, 1621--1642 (2015; Zbl 1400.62298) Full Text: DOI arXiv Euclid
Li, Yehua; Guan, Yongtao Functional principal component analysis of spatiotemporal point processes with applications in disease surveillance. (English) Zbl 1368.62161 J. Am. Stat. Assoc. 109, No. 507, 1205-1215 (2014). MSC: 62H25 62M09 62M30 60G55 62G20 62P10 PDFBibTeX XMLCite \textit{Y. Li} and \textit{Y. Guan}, J. Am. Stat. Assoc. 109, No. 507, 1205--1215 (2014; Zbl 1368.62161) Full Text: DOI Link
Li, Yehua; Wang, Naisyin; Carroll, Raymond J. Selecting the number of principal components in functional data. (English) Zbl 1288.62102 J. Am. Stat. Assoc. 108, No. 504, 1284-1294 (2013). MSC: 62H25 62F15 62M10 65C60 92C50 PDFBibTeX XMLCite \textit{Y. Li} et al., J. Am. Stat. Assoc. 108, No. 504, 1284--1294 (2013; Zbl 1288.62102) Full Text: DOI Link
Li, Yehua; Hsing, Tailen Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data. (English) Zbl 1204.62067 Ann. Stat. 38, No. 6, 3321-3351 (2010). MSC: 62G08 62G20 62M09 62J05 65C60 PDFBibTeX XMLCite \textit{Y. Li} and \textit{T. Hsing}, Ann. Stat. 38, No. 6, 3321--3351 (2010; Zbl 1204.62067) Full Text: DOI arXiv
Li, Yehua; Hsing, Tailen Deciding the dimension of effective dimension reduction space for functional and high-dimensional data. (English) Zbl 1200.62115 Ann. Stat. 38, No. 5, 3028-3062 (2010). MSC: 62M20 62J05 62H25 62L10 62G20 46N30 65C60 PDFBibTeX XMLCite \textit{Y. Li} and \textit{T. Hsing}, Ann. Stat. 38, No. 5, 3028--3062 (2010; Zbl 1200.62115) Full Text: DOI arXiv
Li, Yehua; Hsing, Tailen On rates of convergence in functional linear regression. (English) Zbl 1130.62035 J. Multivariate Anal. 98, No. 9, 1782-1804 (2007). MSC: 62G08 62G20 65C60 62M10 PDFBibTeX XMLCite \textit{Y. Li} and \textit{T. Hsing}, J. Multivariate Anal. 98, No. 9, 1782--1804 (2007; Zbl 1130.62035) Full Text: DOI
Li, Yehua; Wang, Naisyin; Hong, Meeyoung; Turner, Nancy D.; Lupton, Joanne R.; Carroll, Raymond J. Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments. (English) Zbl 1147.62036 Ann. Stat. 35, No. 4, 1608-1643 (2007). MSC: 62G08 62M10 62G20 62P10 62G09 62H20 PDFBibTeX XMLCite \textit{Y. Li} et al., Ann. Stat. 35, No. 4, 1608--1643 (2007; Zbl 1147.62036) Full Text: DOI arXiv