{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T20:54:46Z","timestamp":1773089686066,"version":"3.50.1"},"reference-count":53,"publisher":"Informa UK Limited","issue":"4","funder":[{"name":"Intramural Research Program, National Institutes of Health Clinical Center"},{"DOI":"10.13039\/100000002","name":"the National Institutes of Health","doi-asserted-by":"crossref","award":["R01 ES027892"],"award-info":[{"award-number":["R01 ES027892"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000002","name":"the National Institutes of Health","doi-asserted-by":"crossref","award":["R01 NS085211"],"award-info":[{"award-number":["R01 NS085211"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000002","name":"the National Institutes of Health","doi-asserted-by":"crossref","award":["R01 MH086633"],"award-info":[{"award-number":["R01 MH086633"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000002","name":"the National Institutes of Health","doi-asserted-by":"crossref","award":["R21 NS093349"],"award-info":[{"award-number":["R21 NS093349"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000002","name":"the National Institutes of Health","doi-asserted-by":"crossref","award":["R01 NS085211"],"award-info":[{"award-number":["R01 NS085211"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000002","name":"the National Institutes of Health","doi-asserted-by":"crossref","award":["R01 MH112847"],"award-info":[{"award-number":["R01 MH112847"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS 1613219"],"award-info":[{"award-number":["DMS 1613219"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS 1454942"],"award-info":[{"award-number":["DMS 1454942"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["RG-1707-28586"],"award-info":[{"award-number":["RG-1707-28586"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000890","name":"National Multiple Sclerosis Society","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000890","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Computational and Graphical Statistics"],"published-print":{"date-parts":[[2021,10,2]]},"DOI":"10.1080\/10618600.2021.1923512","type":"journal-article","created":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T08:09:21Z","timestamp":1620115761000},"page":"1068-1080","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":3,"title":["Spatial Shrinkage Via the Product Independent Gaussian Process Prior"],"prefix":"10.1080","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6976-9967","authenticated-orcid":false,"given":"Arkaprava","family":"Roy","sequence":"first","affiliation":[{"name":"Department of Biostatistics, University of Florida, Gainesville, FL"}]},{"given":"Brian J.","family":"Reich","sequence":"additional","affiliation":[{"name":"Department of Statistics, North Carolina State University, Raleigh, NC"}]},{"given":"Joseph","family":"Guinness","sequence":"additional","affiliation":[{"name":"Department of Statistics and Data Science, Cornell University, Ithaca, NY"}]},{"given":"Russell T.","family":"Shinohara","sequence":"additional","affiliation":[{"name":"Department of Biostatistics, University of Pennsylvania, Philadelphia, PA"}]},{"given":"Ana-Maria","family":"Staicu","sequence":"additional","affiliation":[{"name":"Department of Statistics, North Carolina State University, Raleigh, NC"}]}],"member":"301","published-online":{"date-parts":[[2021,6,21]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.5705\/ss.2011.048"},{"key":"e_1_3_3_3_1","unstructured":"Arnold T. B. and Tibshirani R. J. (2020) genlasso: Path Algorithm for Generalized Lasso Problems R package version 1.5."},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2014.960967"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12254"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asq017"},{"key":"e_1_3_3_7_1","unstructured":"Chen Y. Wang X. Kong L. and Zhu H. (2016) \u201cLocal Region Sparse Learning for Image-on-Scalar Regression \u201d arXiv:1605.08501"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/0370-2693(87)91197-X"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1053-8119(09)70884-5"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1214\/16-BJPS349"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214503000170"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2012.743437"},{"key":"e_1_3_3_13_1","unstructured":"Goldsmith J. Scheipl F. Huang L. Wrobel J. Di C. Gellar J. Harezlak J. McLean M. W. Swihart B. Xiao L. Crainiceanu C. and Reiss P. T. (2020) Refund: Regression With Functional Data \u201d R package version 0.1-23."},{"key":"e_1_3_3_14_1","volume-title":"Matrix Computations, Chapter 10","author":"Golub G. H.","year":"2012","unstructured":"Golub, G. H., and Van Loan, C. (2012). Matrix Computations, Chapter 10. Baltimore, MD: JHU Press."},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1214\/10-BA507"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2016.1164534"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2012.05.022"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12561-017-9206-z"},{"key":"e_1_3_3_19_1","doi-asserted-by":"crossref","first-page":"761","DOI":"10.1093\/oso\/9780198504856.003.0036","volume-title":"Bayesian Statistics 6\u2014Proceedings of the Sixth Valencia Meeting","author":"Higdon D.","year":"1999","unstructured":"Higdon, D., Swall, J., and Kern, J. (1999), \u201cNon-Stationary Spatial Modeling,\u201d Bayesian Statistics 6\u2014Proceedings of the Sixth Valencia Meeting, 761\u2013768."},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.2018.1546622"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2013.2282126"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.05.002"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.08.009"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1080\/00031305.1992.10475870"},{"key":"e_1_3_3_25_1","first-page":"03192","article-title":"\u201cScalar-on-Image Regression via the Soft-Thresholded Gaussian Process,\u201d","volume":"1604","author":"Kang J.","year":"2016","unstructured":"Kang, J., Reich, B. J., and Staicu, A. M. (2016), \u201cScalar-on-Image Regression via the Soft-Thresholded Gaussian Process,\u201d arXiv: 1604:03192.","journal-title":"arXiv"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOAS818"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/57.3.519"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.12.037"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1988.10478694"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1214\/10-aoas407"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxv044"},{"key":"e_1_3_3_32_1","first-page":"1183","article-title":"\u201cSparse Varying Coefficient Models for Longitudinal Data,\u201d","volume":"20","author":"Noh H.","year":"2010","unstructured":"Noh, H., and Park, B. (2010), \u201cSparse Varying Coefficient Models for Longitudinal Data,\u201d Statistica Sinica, 20, 1183\u20131202.","journal-title":"Statistica Sinica"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2014.914946"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1214\/16-AOAS981"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12782"},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12196"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00123"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1111\/sjos.12159"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.05.038"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2014.08.008"},{"key":"e_1_3_3_41_1","first-page":"1039419","article-title":"On the Distribution of a Product of N Gaussian Random Variables","volume":"10394","author":"Stojanac Z.","year":"2017","unstructured":"Stojanac, Z., Suess, D., and Kliesch, M. (2017), \u201cOn the Distribution of a Product of N Gaussian Random Variables,\u201d Wavelets and Sparsity XVII 10394, 1039419.","journal-title":"Wavelets and Sparsity"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2016.1152970"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.3174\/ajnr.A3172"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2015.10.013"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2012.07.015"},{"key":"e_1_3_3_46_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00490.x"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA.2007.370711"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2620996"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2016.1194846"},{"key":"e_1_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.1994.10474655"},{"key":"e_1_3_3_52_1","first-page":"05264","article-title":"Smooth Image-on-Scalar Regression for Brain Mapping","volume":"1703","author":"Yan B.","year":"2017","unstructured":"Yan, B., and Liu, Y. (2017), \u201cSmooth Image-on-Scalar Regression for Brain Mapping,\u201d arXiv:1703.05264.","journal-title":"arXiv"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1214\/16-AOAS926"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1177\/0037549716666962"}],"container-title":["Journal of Computational and Graphical Statistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10618600.2021.1923512","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,11]],"date-time":"2024-07-11T11:14:55Z","timestamp":1720696495000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10618600.2021.1923512"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,21]]},"references-count":53,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021,10,2]]}},"alternative-id":["10.1080\/10618600.2021.1923512"],"URL":"https:\/\/doi.org\/10.1080\/10618600.2021.1923512","relation":{},"ISSN":["1061-8600","1537-2715"],"issn-type":[{"value":"1061-8600","type":"print"},{"value":"1537-2715","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,6,21]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucgs20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ucgs20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2018-08-31","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-04-21","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-06-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}