-
1
-
-
5844297152
-
Theory of reproducing kernels
-
Aronszajn N. Theory of reproducing kernels. Trans. Amer. Math. Soc. 1950, 68:337-404.
-
(1950)
Trans. Amer. Math. Soc.
, vol.68
, pp. 337-404
-
-
Aronszajn, N.1
-
2
-
-
84874831068
-
Incorporating auxiliary information for improved prediction in high dimensional datasets: an ensemble of shrinkage approaches
-
Boonstra P.S., Taylor J.M.G., Mukherjee B. Incorporating auxiliary information for improved prediction in high dimensional datasets: an ensemble of shrinkage approaches. Biostatistics 2013, 14:259-272.
-
(2013)
Biostatistics
, vol.14
, pp. 259-272
-
-
Boonstra, P.S.1
Taylor, J.M.G.2
Mukherjee, B.3
-
3
-
-
0030196364
-
Stacked regression
-
Breiman L. Stacked regression. Mach. Learn. 1996, 24:49-64.
-
(1996)
Mach. Learn.
, vol.24
, pp. 49-64
-
-
Breiman, L.1
-
5
-
-
80052818040
-
Kernel machine approach to testing the significance of multiple genetic markers for risk prediction
-
Cai T., Tonini G., Lin X. Kernel machine approach to testing the significance of multiple genetic markers for risk prediction. Biometrics 2011, 67:975-986.
-
(2011)
Biometrics
, vol.67
, pp. 975-986
-
-
Cai, T.1
Tonini, G.2
Lin, X.3
-
6
-
-
63749125467
-
Measurement error in nonlinear models
-
Chapman & Hall/CRC Press, Boca Raton, FL
-
Carroll R.J., Ruppert D., Stefanski L.A., Crainiceanu C.M. Measurement error in nonlinear models. Monographs on Statistics and Applied Probability 2006, Chapman & Hall/CRC Press, Boca Raton, FL.
-
(2006)
Monographs on Statistics and Applied Probability
-
-
Carroll, R.J.1
Ruppert, D.2
Stefanski, L.A.3
Crainiceanu, C.M.4
-
7
-
-
0031189914
-
Multitask learning: a knowledge-based source of inductive bias
-
Caruana R. Multitask learning: a knowledge-based source of inductive bias. Mach. Learn. 1997, 28:41-75.
-
(1997)
Mach. Learn.
, vol.28
, pp. 41-75
-
-
Caruana, R.1
-
8
-
-
80052212233
-
Development and validation of a qRT-PCR classifier for lung cancer prognosis
-
Chen G., Kim S., Taylor J.M.G., Wang Z., Lee O., Ramnath N., Reddy R.M., Lin J., Chang A.C., Orringer M.B., et al. Development and validation of a qRT-PCR classifier for lung cancer prognosis. J. Thoracic Oncol. 2011, 6:1481-1487.
-
(2011)
J. Thoracic Oncol.
, vol.6
, pp. 1481-1487
-
-
Chen, G.1
Kim, S.2
Taylor, J.M.G.3
Wang, Z.4
Lee, O.5
Ramnath, N.6
Reddy, R.M.7
Lin, J.8
Chang, A.C.9
Orringer, M.B.10
-
9
-
-
0003798635
-
An Introduction to Support Vector Machines Cambridge U.K .
-
N. Cristianini, J. Shawe-Taylor, An Introduction to Support Vector Machines Cambridge U.K 2000.
-
(2000)
-
-
Cristianini, N.1
Shawe-Taylor, J.2
-
10
-
-
21844456299
-
Learning multiple tasks with kernel methods
-
Evgeniou T., Theodoros C.A., Pontil M., Shawe-Taylor J. Learning multiple tasks with kernel methods. J. Mach. Learn. Res. 2005, 6:615-637.
-
(2005)
J. Mach. Learn. Res.
, vol.6
, pp. 615-637
-
-
Evgeniou, T.1
Theodoros, C.A.2
Pontil, M.3
Shawe-Taylor, J.4
-
11
-
-
84942484786
-
Ridge regression: biased estimation for nonorthogonal problems
-
Hoerl A.E., Kennard R.W. Ridge regression: biased estimation for nonorthogonal problems. Technometrics 1970, 12:55-67.
-
(1970)
Technometrics
, vol.12
, pp. 55-67
-
-
Hoerl, A.E.1
Kennard, R.W.2
-
14
-
-
40749104728
-
A powerful and flexible multilocus association test for quantitative traits
-
Kwee L.C., Liu D., Lin X., Ghosh D., Epstein M.P. A powerful and flexible multilocus association test for quantitative traits. Am. J. Hum. Genet. 2008, 82:386-397.
-
(2008)
Am. J. Hum. Genet.
, vol.82
, pp. 386-397
-
-
Kwee, L.C.1
Liu, D.2
Lin, X.3
Ghosh, D.4
Epstein, M.P.5
-
15
-
-
48249142391
-
Estimation and testing for the effect of a genetic pathway on a disease outcome using logistic kernel machine regression via logistic mixed models
-
Liu D., Ghosh D., Lin X. Estimation and testing for the effect of a genetic pathway on a disease outcome using logistic kernel machine regression via logistic mixed models. BMC Bioinformatics 2008, 9:292.
-
(2008)
BMC Bioinformatics
, vol.9
, pp. 292
-
-
Liu, D.1
Ghosh, D.2
Lin, X.3
-
16
-
-
36749013671
-
Semiparametric regression of multi-dimensional genetic pathway data: least squares kernel machine and linear mixed models
-
Liu D., Lin X., Ghosh D. Semiparametric regression of multi-dimensional genetic pathway data: least squares kernel machine and linear mixed models. Biometrics 2007, 63:1079-1088.
-
(2007)
Biometrics
, vol.63
, pp. 1079-1088
-
-
Liu, D.1
Lin, X.2
Ghosh, D.3
-
17
-
-
77952104240
-
Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease
-
Stein J.L., Hua X., Morra J.H., et al. Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease. Neurolmage 2010, 51:542-554.
-
(2010)
Neurolmage
, vol.51
, pp. 542-554
-
-
Stein, J.L.1
Hua, X.2
Morra, J.H.3
-
19
-
-
84908190167
-
A Complete Analysis of the Group-Lasso. arXiv preprint
-
J. Vogt, V. Roth, A Complete Analysis of the l1,p Group-Lasso. arXiv preprint (2012). arxiv:1206.4632.
-
(2012)
, pp. l1
-
-
Vogt, J.1
Roth, V.2
-
20
-
-
84943356309
-
An adaptive genetic association test using double kernel machines
-
Zhan X., Epstein M., Ghosh D. An adaptive genetic association test using double kernel machines. Stat. Biosci. 2014, 10.1007/s12561-014-9116-2.
-
(2014)
Stat. Biosci.
-
-
Zhan, X.1
Epstein, M.2
Ghosh, D.3
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