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Journal of the American Statistical Association Volume 107, 2012 - Issue 500
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Applications and Case Studies

A Nonparametric Regression Model With Tree-Structured Response

Yuan Wang Department of Statistics, College of Natural Sciences, Colorado State University, Fort Collins, CO, 80523
,
J. S. Marron Department of Statistics and Operations Research, University of North Carolina, Chapel Hill, NC, 27599
,
Burcu Aydin HP Labs, Palo Alto, CA, 94304
,
Alim Ladha University of North Carolina, Chapel Hill, NC, 27599
,
Elizabeth Bullitt Department Surgery, University of North Carolina, Chapel Hill, NC, 27599
&
Haonan Wang Department of Statistics, College of Natural Sciences, Colorado State University, Fort Collins, CO, 80523
Pages 1272-1285 | Received 01 Feb 2011, Published online: 21 Dec 2012

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Read on this site (2)

Karthik Bharath, Prabhanjan Kambadur, Dipak. K. Dey, Arvind Rao & Veerabhadran Baladandayuthapani. (2017) Statistical Tests for Large Tree-Structured Data. Journal of the American Statistical Association 112:520, pages 1733-1743.
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Xiaosun Lu, J. S. Marron & Perry Haaland. (2014) Object-Oriented Data Analysis of Cell Images. Journal of the American Statistical Association 109:506, pages 548-559.
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Articles from other publishers (8)

Ela Sienkiewicz & Haonan Wang. (2018) Pareto quantiles of unlabeled tree objects. The Annals of Statistics 46:4.
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Kingshuk Roy Choudhury & Sean Skwerer. (2018) Branch order regression for modeling brain vasculature. Medical Physics 45:3, pages 1123-1134.
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Na Lu & Hongyu Miao. (2016) Clustering Tree-Structured Data on Manifold. IEEE Transactions on Pattern Analysis and Machine Intelligence 38:10, pages 1956-1968.
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Paul Bendich, J. S. Marron, Ezra Miller, Alex Pieloch & Sean Skwerer. (2016) Persistent homology analysis of brain artery trees. The Annals of Applied Statistics 10:1.
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Na Lu & Yidan Wu. (2015) Clustering of tree-structured data. Clustering of tree-structured data.
Ela Sienkiewicz & Haonan Wang. (2014) OODA of graph and tree-structured data. Biometrical Journal 56:5, pages 778-780.
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María Isabel Sánchez-Rodríguez & José M. Caridad. (2014) Modeling and partial least squares approaches in OODA. Biometrical Journal 56:5, pages 771-773.
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Burcu Aydın, Gábor Pataki, Haonan Wang, Alim Ladha, Elizabeth Bullitt & J. S. Marron. (2012) New Approaches to Principal Component Analysis for Trees. Statistics in Biosciences 4:1, pages 132-156.
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