Recent advances in functional data analysis and high-dimensional statistics

Subset Selection in Regression

Technometrics · 2003 · 1.5K citations

Computing, Biostatistics, Machine Learning +8

Functional Data Analysis

Jane-Ling Wang, Jeng‐Min Chiou, Hans‐Georg Müller · Annual Review of Statistics and Its Application · 2016 · 937 citations · Full text

Computing, Data Science, Data Analytics +16

General notions of statistical depth function

Robert Serfling, Yijun Zuo · The Annals of Statistics · 2000 · 840 citations · Full text

Natural Sciences, Computer Science, Computational Geometry +8

Nonparametric Functional Data Analysis: Theory and Practice

Mark Greenwood · Journal of the American Statistical Association · 2007 · 631 citations

Natural Sciences, Biostatistics, Econometrics +9

Methodology and convergence rates for functional linear regression

2007 · 582 citations

Computing, Computational Engineering, Computational Mechanics +15