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Items: 1 to 20 of 87

1.

Penalized Functional Regression.

Goldsmith J, Bobb J, Crainiceanu CM, Caffo B, Reich D.

J Comput Graph Stat. 2011 Dec 1;20(4):830-851.

2.

Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements.

Goldsmith J, Crainiceanu CM, Caffo B, Reich D.

J R Stat Soc Ser C Appl Stat. 2012 May;61(3):453-469. Epub 2012 Jan 5.

3.

Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis.

Goldsmith J, Crainiceanu CM, Caffo BS, Reich DS.

Neuroimage. 2011 Jul 15;57(2):431-9. doi: 10.1016/j.neuroimage.2011.04.044. Epub 2011 Apr 30.

4.

A marginal approach to reduced-rank penalized spline smoothing with application to multilevel functional data.

Chen H, Wang Y, Paik MC, Choi HA.

J Am Stat Assoc. 2013 Oct 1;108(504):1216-1229.

5.

Bayesian inferences for beta semiparametric-mixed models to analyze longitudinal neuroimaging data.

Wang XF, Li Y.

Biom J. 2014 Jul;56(4):662-77. doi: 10.1002/bimj.201300003. Epub 2014 Mar 25.

PMID:
24664664
6.

Interaction Models for Functional Regression.

Usset J, Staicu AM, Maity A.

Comput Stat Data Anal. 2016 Feb 1;94:317-329.

7.

Variable Selection in Generalized Functional Linear Models.

Gertheiss J, Maity A, Staicu AM.

Stat. 2013;2(1):86-103.

8.

Incorporating covariates in skewed functional data models.

Li M, Staicu AM, Bondell HD.

Biostatistics. 2015 Jul;16(3):413-26. doi: 10.1093/biostatistics/kxu055. Epub 2014 Dec 19.

PMID:
25527820
9.

Differences in Gaussian diffusion tensor imaging and non-Gaussian diffusion kurtosis imaging model-based estimates of diffusion tensor invariants in the human brain.

Lanzafame S, Giannelli M, Garaci F, Floris R, Duggento A, Guerrisi M, Toschi N.

Med Phys. 2016 May;43(5):2464. doi: 10.1118/1.4946819.

PMID:
27147357
10.

Longitudinal functional principal component analysis.

Greven S, Crainiceanu C, Caffo B, Reich D.

Electron J Stat. 2010;4:1022-1054.

11.
12.

Penalized spline estimation for functional coefficient regression models.

Cao Y, Lin H, Wu TZ, Yu Y.

Comput Stat Data Anal. 2010 Apr 1;54(4):891-905.

13.

Penalized solutions to functional regression problems.

Harezlak J, Coull BA, Laird NM, Magari SR, Christiani DC.

Comput Stat Data Anal. 2007 Jun 15;51(10):4911-4925.

14.

Functional Additive Mixed Models.

Scheipl F, Staicu AM, Greven S.

J Comput Graph Stat. 2015 Apr 1;24(2):477-501.

15.

Fast function-on-scalar regression with penalized basis expansions.

Reiss PT, Huang L, Mennes M.

Int J Biostat. 2010;6(1):Article 28.

PMID:
21969982
16.

Functional Generalized Additive Models.

McLean MW, Hooker G, Staicu AM, Scheipl F, Ruppert D.

J Comput Graph Stat. 2014;23(1):249-269.

17.

FRATS: Functional Regression Analysis of DTI Tract Statistics.

Zhu H, Styner M, Tang N, Liu Z, Lin W, Gilmore JH.

IEEE Trans Med Imaging. 2010 Apr;29(4):1039-49. doi: 10.1109/TMI.2010.2040625. Epub 2010 Mar 22.

18.

Thalamic-hippocampal-prefrontal disruption in relapsing-remitting multiple sclerosis.

Kern KC, Gold SM, Lee B, Montag M, Horsfall J, O'Connor MF, Sicotte NL.

Neuroimage Clin. 2014 Dec 27;8:440-7. doi: 10.1016/j.nicl.2014.12.015. eCollection 2015.

19.

Radial diffusivity predicts demyelination in ex vivo multiple sclerosis spinal cords.

Klawiter EC, Schmidt RE, Trinkaus K, Liang HF, Budde MD, Naismith RT, Song SK, Cross AH, Benzinger TL.

Neuroimage. 2011 Apr 15;55(4):1454-60. doi: 10.1016/j.neuroimage.2011.01.007. Epub 2011 Jan 13.

20.

Part 1. Statistical Learning Methods for the Effects of Multiple Air Pollution Constituents.

Coull BA, Bobb JF, Wellenius GA, Kioumourtzoglou MA, Mittleman MA, Koutrakis P, Godleski JJ.

Res Rep Health Eff Inst. 2015 Jun;(183 Pt 1-2):5-50.

PMID:
26333238

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