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Items: 1 to 20 of 97

1.

Application of copulas to improve covariance estimation for partial least squares.

D'Angelo GM, Weissfeld LA.

Stat Med. 2013 Feb 20;32(4):685-96. doi: 10.1002/sim.5533.

2.

Effective diagnosis of Alzheimer's disease by means of large margin-based methodology.

Chaves R, Ramírez J, Górriz JM, Illán IA, Gómez-Río M, Carnero C; Alzheimer’s Disease Neuroimaging Initiative..

BMC Med Inform Decis Mak. 2012 Jul 31;12:79. doi: 10.1186/1472-6947-12-79.

3.

Personal exposure to mixtures of volatile organic compounds: modeling and further analysis of the RIOPA data.

Batterman S, Su FC, Li S, Mukherjee B, Jia C; HEI Health Review Committee..

Res Rep Health Eff Inst. 2014 Jun;(181):3-63.

4.

Partial least squares for discrimination in fMRI data.

Andersen AH, Rayens WS, Liu Y, Smith CD.

Magn Reson Imaging. 2012 Apr;30(3):446-52. doi: 10.1016/j.mri.2011.11.001.

5.

Classification of structurally related commercial contrast media by near infrared spectroscopy.

Yip WL, Soosainather TC, Dyrstad K, Sande SA.

J Pharm Biomed Anal. 2014 Mar;90:148-60. doi: 10.1016/j.jpba.2013.11.033.

PMID:
24374816
6.

Multivariate analysis of structural MRI and PET (FDG and 18F-AV-45) for Alzheimer's disease and its prodromal stages.

Zhou Q, Goryawala M, Cabrerizo M, Barker W, Loewenstein D, Duara R, Adjouadi M.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:1051-4. doi: 10.1109/EMBC.2014.6943774.

PMID:
25570142
7.

Partial least squares methods: partial least squares correlation and partial least square regression.

Abdi H, Williams LJ.

Methods Mol Biol. 2013;930:549-79. doi: 10.1007/978-1-62703-059-5_23.

PMID:
23086857
8.

Estimated generalized least squares in spatially misaligned regression models with Berkson error.

Lopiano KK, Young LJ, Gotway CA.

Biostatistics. 2013 Sep;14(4):737-51. doi: 10.1093/biostatistics/kxt011.

9.

A two-stage estimation of structural equation models with continuous and polytomous variables.

Lee SY, Poon WY, Bentler PM.

Br J Math Stat Psychol. 1995 Nov;48 ( Pt 2):339-58.

PMID:
8527346
10.

Translational Metabolomics of Head Injury: Exploring Dysfunctional Cerebral Metabolism with Ex Vivo NMR Spectroscopy-Based Metabolite Quantification.

Wolahan SM, Hirt D, Glenn TC.

In: Kobeissy FH, editor. Brain Neurotrauma: Molecular, Neuropsychological, and Rehabilitation Aspects. Boca Raton (FL): CRC Press/Taylor & Francis; 2015. Chapter 25.

11.

Covariance PET patterns in early Alzheimer's disease and subjects with cognitive impairment but no dementia: utility in group discrimination and correlations with functional performance.

Scarmeas N, Habeck CG, Zarahn E, Anderson KE, Park A, Hilton J, Pelton GH, Tabert MH, Honig LS, Moeller JR, Devanand DP, Stern Y.

Neuroimage. 2004 Sep;23(1):35-45.

12.

(11)C-PIB-PET for the early diagnosis of Alzheimer's disease dementia and other dementias in people with mild cognitive impairment (MCI).

Zhang S, Smailagic N, Hyde C, Noel-Storr AH, Takwoingi Y, McShane R, Feng J.

Cochrane Database Syst Rev. 2014 Jul 23;(7):CD010386. doi: 10.1002/14651858.CD010386.pub2. Review.

PMID:
25052054
13.

Addressing the identification problem in age-period-cohort analysis: a tutorial on the use of partial least squares and principal components analysis.

Tu YK, Krämer N, Lee WC.

Epidemiology. 2012 Jul;23(4):583-93. doi: 10.1097/EDE.0b013e31824d57a9. Review.

PMID:
22407139
14.

Improved least squares topology testing and estimation.

Susko E.

Syst Biol. 2011 Oct;60(5):668-75. doi: 10.1093/sysbio/syr028.

PMID:
21486744
15.

Multivariate analysis of neuronal interactions in the generalized partial least squares framework: simulations and empirical studies.

Lin FH, McIntosh AR, Agnew JA, Eden GF, Zeffiro TA, Belliveau JW.

Neuroimage. 2003 Oct;20(2):625-42.

PMID:
14568440
16.

Dimension reduction for high-dimensional data.

Li L.

Methods Mol Biol. 2010;620:417-34. doi: 10.1007/978-1-60761-580-4_14. Review.

PMID:
20652514
17.

Constrained S-estimators for linear mixed effects models with covariance components.

Chervoneva I, Vishnyakov M.

Stat Med. 2011 Jun 30;30(14):1735-50. doi: 10.1002/sim.4169.

18.

Shrinkage estimators for covariance matrices.

Daniels MJ, Kass RE.

Biometrics. 2001 Dec;57(4):1173-84.

19.

Parallel ICA of FDG-PET and PiB-PET in three conditions with underlying Alzheimer's pathology.

Laforce R Jr, Tosun D, Ghosh P, Lehmann M, Madison CM, Weiner MW, Miller BL, Jagust WJ, Rabinovici GD.

Neuroimage Clin. 2014 Mar 19;4:508-16. doi: 10.1016/j.nicl.2014.03.005.

20.

Canonical correlation analysis for multilabel classification: a least-squares formulation, extensions, and analysis.

Sun L, Ji S, Ye J.

IEEE Trans Pattern Anal Mach Intell. 2011 Jan;33(1):194-200. doi: 10.1109/TPAMI.2010.160.

PMID:
20733223
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