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For: Goldsmith J, Crainiceanu CM, Caffo BS, Reich DS. Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis. Neuroimage 2011;57:431-9. [PMID: 21554962 PMCID: PMC3114268 DOI: 10.1016/j.neuroimage.2011.04.044] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2011] [Revised: 03/23/2011] [Accepted: 04/20/2011] [Indexed: 10/18/2022]  Open
Number Cited by Other Article(s)
1
Yang Q, Jiang M, Li C, Luo S, Crowley MJ, Shaw RJ. Predicting health outcomes with intensive longitudinal data collected by mobile health devices: a functional principal component regression approach. BMC Med Res Methodol 2024;24:69. [PMID: 38494505 PMCID: PMC10944610 DOI: 10.1186/s12874-024-02193-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 03/01/2024] [Indexed: 03/19/2024]  Open
2
Deferm W, Tang T, Moerkerke M, Daniels N, Steyaert J, Alaerts K, Ortibus E, Naulaers G, Boets B. Subtle microstructural alterations in white matter tracts involved in socio-emotional processing after very preterm birth. Neuroimage Clin 2024;41:103580. [PMID: 38401459 PMCID: PMC10944182 DOI: 10.1016/j.nicl.2024.103580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/10/2024] [Accepted: 02/10/2024] [Indexed: 02/26/2024]
3
Tang B, Zhao Y, Venkataraman A, Tsapkini K, Lindquist MA, Pekar J, Caffo B. Differences in functional connectivity distribution after transcranial direct-current stimulation: A connectivity density point of view. Hum Brain Mapp 2022;44:170-185. [PMID: 36371779 PMCID: PMC9783448 DOI: 10.1002/hbm.26112] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 09/09/2022] [Accepted: 10/02/2022] [Indexed: 11/14/2022]  Open
4
Zhu H, Zhang R, Li Y, Yao W. ESTIMATION FOR EXTREME CONDITIONAL QUANTILES OF FUNCTIONAL QUANTILE REGRESSION. Stat Sin 2022;32:1767-1787. [PMID: 39077116 PMCID: PMC11286227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/31/2024]
5
ZHU H, LI Y, LIU B, YAO W, ZHANG R. Extreme quantile estimation for partial functional linear regression models with heavy-tailed distributions. CAN J STAT 2022;50:267-286. [PMID: 38239624 PMCID: PMC10795494 DOI: 10.1002/cjs.11653] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 03/15/2021] [Indexed: 11/10/2022]
6
Stallrich J, Islam MN, Staicu AM, Crouch D, Pan L, Huang H. Optimal EMG placement for a robotic prosthesis controller with sequential, adaptive functional estimation (SAFE). Ann Appl Stat 2020. [DOI: 10.1214/20-aoas1324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
7
Staicu AM, Islam MN, Dumitru R, van Heugten E. Longitudinal dynamic functional regression. J R Stat Soc Ser C Appl Stat 2020;69:25-46. [PMID: 31929657 PMCID: PMC6953745 DOI: 10.1111/rssc.12376] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
8
Dziak JJ, Coffman DL, Reimherr M, Petrovich J, Li R, Shiffman S, Shiyko MP. Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists. STATISTICS SURVEYS 2019;13:150-180. [PMID: 31745402 PMCID: PMC6863606 DOI: 10.1214/19-ss126] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
9
Chen ST, Xiao L, Staicu A. A smoothing-based goodness-of-fit test of covariance for functional data. Biometrics 2019;75:562-571. [PMID: 30450612 PMCID: PMC6526086 DOI: 10.1111/biom.13005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 11/06/2018] [Indexed: 11/28/2022]
10
Cao J, Soiaporn K, Carroll RJ, Ruppert D. Modeling and Prediction of Multiple Correlated Functional Outcomes. JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS 2019;24:112-129. [PMID: 30956522 DOI: 10.1007/s13253-018-00344-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
11
Distinct cognitive impairments in different disease courses of multiple sclerosis—A systematic review and meta-analysis. Neurosci Biobehav Rev 2017;83:568-578. [DOI: 10.1016/j.neubiorev.2017.09.005] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Revised: 09/02/2017] [Accepted: 09/04/2017] [Indexed: 12/13/2022]
12
Mousavi SN, Sørensen H. Functional logistic regression: a comparison of three methods. J STAT COMPUT SIM 2017. [DOI: 10.1080/00949655.2017.1386664] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
13
Yue C, Zipunnikov V, Bazin PL, Pham D, Reich D, Crainiceanu C, Caffo B. Parametrization of white matter manifold-like structures using principal surfaces. J Am Stat Assoc 2016;111:1050-1060. [PMID: 28090127 PMCID: PMC5224707 DOI: 10.1080/01621459.2016.1164050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2013] [Revised: 02/01/2016] [Indexed: 10/22/2022]
14
Yu D, Kong L, Mizera I. Partial functional linear quantile regression for neuroimaging data analysis. Neurocomputing 2016. [DOI: 10.1016/j.neucom.2015.08.116] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
15
Zipunnikov V, Greven S, Shou H, Caffo B, Reich DS, Crainiceanu C. Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis. Ann Appl Stat 2015;8:2175-2202. [PMID: 25663955 PMCID: PMC4316386 DOI: 10.1214/14-aoas748] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
16
Gellar JE, Colantuoni E, Needham DM, Crainiceanu CM. Variable-Domain Functional Regression for Modeling ICU Data. J Am Stat Assoc 2014;109:1425-1439. [PMID: 25663725 DOI: 10.1080/01621459.2014.940044] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
17
Estimation and inference in functional single-index models. ANN I STAT MATH 2014. [DOI: 10.1007/s10463-014-0488-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
18
Goldsmith J, Huang L, Crainiceanu CM. Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection. J Comput Graph Stat 2014;23:46-64. [PMID: 24729670 DOI: 10.1080/10618600.2012.743437] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
19
Estimator selection and combination in scalar-on-function regression. Comput Stat Data Anal 2014. [DOI: 10.1016/j.csda.2013.10.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
20
Ge T, Müller-Lenke N, Bendfeldt K, Nichols TE, Johnson TD. ANALYSIS OF MULTIPLE SCLEROSIS LESIONS VIA SPATIALLY VARYING COEFFICIENTS. Ann Appl Stat 2014;8:1095-1118. [PMID: 25431633 PMCID: PMC4243942 DOI: 10.1214/14-aoas718] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
21
Shou H, Eloyan A, Lee S, Zipunnikov V, Crainiceanu AN, Nebel NB, Caffo B, Lindquist MA, Crainiceanu CM. Quantifying the reliability of image replication studies: the image intraclass correlation coefficient (I2C2). COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2013;13:714-24. [PMID: 24022791 PMCID: PMC3869880 DOI: 10.3758/s13415-013-0196-0] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
22
Bayesian scalar-on-image regression with application to association between intracranial DTI and cognitive outcomes. Neuroimage 2013;83:210-23. [PMID: 23792220 DOI: 10.1016/j.neuroimage.2013.06.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Revised: 06/02/2013] [Accepted: 06/03/2013] [Indexed: 11/21/2022]  Open
23
Yuan Y, Zhu H, Styner M, Gilmore JH, Marron JS. VARYING COEFFICIENT MODEL FOR MODELING DIFFUSION TENSORS ALONG WHITE MATTER TRACTS. Ann Appl Stat 2013;7:102-125. [PMID: 24533040 DOI: 10.1214/12-aoas574] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
24
Gertheiss J, Maity A, Staicu AM. Variable Selection in Generalized Functional Linear Models. Stat (Int Stat Inst) 2013;2:86-103. [PMID: 25132690 PMCID: PMC4131701 DOI: 10.1002/sta4.20] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
25
Tur C, Wheeler-Kingshott CAM, Altmann DR, Miller DH, Thompson AJ, Ciccarelli O. Spatial variability and changes of metabolite concentrations in the cortico-spinal tract in multiple sclerosis using coronal CSI. Hum Brain Mapp 2012;35:993-1003. [PMID: 23281189 PMCID: PMC4238834 DOI: 10.1002/hbm.22229] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2011] [Revised: 10/03/2012] [Accepted: 11/05/2012] [Indexed: 11/07/2022]  Open
26
Goldsmith J, Greven S, Crainiceanu C. Corrected confidence bands for functional data using principal components. Biometrics 2012;69:41-51. [PMID: 23003003 DOI: 10.1111/j.1541-0420.2012.01808.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
27
Goldsmith J, Crainiceanu CM, Caffo B, Reich D. Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements. J R Stat Soc Ser C Appl Stat 2012;61:453-469. [PMID: 22679339 DOI: 10.1111/j.1467-9876.2011.01031.x] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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