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Parsimonious Tensor Response Regression

Parsimonious Tensor Response Regression

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_citationtrail_10_1080_01621459_2016_1193022

Parsimonious Tensor Response Regression

About this item

Full title

Parsimonious Tensor Response Regression

Author / Creator

Publisher

Taylor & Francis

Journal title

Journal of the American Statistical Association, 2017-07, Vol.112 (519), p.1131-1146

Language

English

Formats

Publication information

Publisher

Taylor & Francis

More information

Scope and Contents

Contents

Aiming at abundant scientific and engineering data with not only high dimensionality but also complex structure, we study the regression problem with a multidimensional array (tensor) response and a vector predictor. Applications include, among others, comparing tensor images across groups after adjusting for additional covariates, which is of cent...

Alternative Titles

Full title

Parsimonious Tensor Response Regression

Authors, Artists and Contributors

Author / Creator

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_crossref_citationtrail_10_1080_01621459_2016_1193022

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_citationtrail_10_1080_01621459_2016_1193022

Other Identifiers

ISSN

0162-1459,1537-274X

E-ISSN

1537-274X

DOI

10.1080/01621459.2016.1193022

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