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DTSTART;TZID=Europe/Brussels:20211216T130000
DTEND;TZID=Europe/Brussels:20211216T140000
DTSTAMP:20260428T164530
CREATED:20210906T095150Z
LAST-MODIFIED:20211203T221526Z
UID:1149-1639659600-1639663200@www.naxys.be
SUMMARY:Jeong Min Jeon (KU Leuven & Université de Namur)
DESCRIPTION:Title: Deconvolution estimation on hypersphere \nThis paper considers nonparametric estimation with contaminated data observed on the unit hypersphere $S^d$. For such data\, we consider deconvolution density estimation and regression analysis. Our methodology and theory are based on harmonic analysis on $S^d$ which is not well considered in statistics. We establish novel deconvolution density and regression estimators\, and study their asymptotic properties including the rates of convergence and asymptotic distributions. We also provide asymptotic confidence intervals. We present practical details on implementation as well as the results of simulation studies and real data analysis. \n\nThe seminar will be online at the following link
URL:https://www.naxys.be/event/jeong-min-jeon-ku-leuven-universite-de-namur/
CATEGORIES:NAXYS Seminar
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