Last updated: 11/14/11

 

Statistical methods

 

Kravtsov S., D. Kondrashov, I. Kamenkovich and M. Ghil (PDF file, 2011)

"An empirical stochastic model of sea-surface temperatures and surface winds over the Southern Ocean,"
Ocean Sci., 7, 755-770, doi:10.5194/os-7-755-2011.

   

Chekroun, M. D., D. Kondrashov and M. Ghil (2011)

"Predicting stochastic systems by noise sampling,
and application to the El Ni–o-Southern Oscillation,"

Proc. Nat. Acad. Sci. USA, 108 (29), 11766--11771, doi: 10.1073/pnas.1015753108.

   

A. Groth and M. Ghil (2011) (PDF file)

"Multivariate singular spectrum analysis and the road to phase synchronization,"

Phys. Rev. E, accepted.

 

Kondrashov, D., Y. Shprits, M. Ghil (2010) (PDF file)

"Gap Filling of Solar Wind Data by Singular Spectrum Analysis,"

Geophys. Res. Lett., 37, L15101, doi:10.1029/2010GL044138.

   

Kravtsov, S., D. Kondrashov, and M. Ghil (2010) (PDF file)

"Empirical Model Reduction and the Modeling Hierarchy in Climate
Dynamics and the Geosciences," invited chapter in "Stochastic Physics and Climate Modelling",
(P. Williams and T. Palmer, Eds.), Cambridge University Press, Chapter 2, pp. 35-72;
Hardback ISBN 9780521761055
Copyright © 2010 Cambridge University Press

 

K. Strounine, S. Kravtsov, D. Kondrashov, and M. Ghil (2009) (PDF file)

"Reduced models of atmospheric low-frequency variability:
parameter estimation and comparative performance,"

Physica D, doi:10.1016/j.physd.2009.10.013.

   

S. J. Camargo, A. W. Robertson, A. G. Barnston, and M. Ghil (2008) (revised, PDF file)

"Clustering of eastern North Pacific hurricane tracks: ENSO and MJO effects,"

Geochem.-Geophys.-Geosystems (G-cubed), doi:10.1029/2007GC001861, in press.

   

D. Kondrashov, J. Shen, R. Berk, F. D'Andrea, and M. Ghil (2007) (revised, PDF file)

"Predicting Weather Regime Transitions in Northern Hemisphere Datasets,"

Climate Dyn., 29(5), 535-551.

 

S. J. Camargo, A. W. Robertson, S. J. Gaffney, P. Smyth and M. Ghil (2007a) (PDF file)

"Cluster Analysis of Typhoon Tracks. Part I: General Properties,"

J. Climate, 20, 3635-3653.

 

S. J. Camargo, A. W. Robertson, S. J. Gaffney, P. Smyth and M. Ghil (2007b) (PDF file)

"Cluster Analysis of Typhoon Tracks. Part II: Large-Scale Circulation and ENSO,"

J. Climate, 20, 3654-3676.

 

A. Deloncle, R. Berk, F. D'Andrea, and M. Ghil (2007) (revised version, PDF file)

"Weather regime prediction using statistical learning,"

J. Atmos. Sci., 64(5), 1619-1635.

 

S. J. Gaffney, A. W. Robertson, P. Smyth, S. J. Camargo and M. Ghil (2007) (Revised, PDF file)

"Probabilistic Clustering of Extratropical Cyclones Using Regression Mixture Models,"

Climate Dyn., http://dx.doi.org/10.1007/s00382-007-0235-z, published online.

 

D. Kondrashov and M. Ghil (2007) (PDF file)

Reply to T. Schneider's Comment on "Spatio-temporal filling of missing points in geophysical data sets,"

Nonl. Proc. Geophys., 14, 3-4.

 

D. Kondrashov and M. Ghil (2006) (PDF file)

"Spatio-temporal filling of missing points in geophysical data sets,"

Nonl. Proc. Geophys., 13, 151-159.

 

D. Kondrashov, S. Kravtsov, and M. Ghil (2006) ( PDF file)

"Empirical mode reduction in a model of extratropical low-frequency variability,"

J. Atmos. Sci., 63(7), 1859-1877.

 

S. J. Camargo, A. W. Robertson, S. J. Gaffney, P. Smyth and M. Ghil (2005) (PDF file)

"Cluster Analysis of Western North Pacific Tropical Cyclone Tracks,"

IRI Technical report No. 05-03
The International Research Institute for Climate and Society
The Earth Institute, Columbia University.

 

S. Gaffney, A. Robertson, P. Smyth, S. Camargo and M. Ghil (2006) (PDF)

"Probabilistic clustering of extratropical cyclones using regression mixture models,"

Technical Report UCI-TR 06-02, Bren School of Information and Computer Sciences, UC Irvine, January 2006.

 

Kravtsov S., D. Kondrashov and M. Ghil (2005) (PDF file)

"Multi-level regression modeling of nonlinear processes:
derivation and applications to climatic variability," J. Climate, 18(21), 4404-4424.

 

D. Kondrashov, S. Kravtsov, A. W. Robertson and M. Ghil (2005) (PDF file)

"A hierarchy of data-based ENSO models," J. Climate, 18(21), 4425-4444.

 

Ghil M., R. M. Allen, M. D. Dettinger, K. Ide, D. Kondrashov, M. E. Mann,

A. Robertson, A. Saunders, Y. Tian, F. Varadi, and P. Yiou,

Final version (2002) (PDF File).

"Advanced spectral methods for climatic time series," Rev. Geophys.,40(1), pp. 3.1-3.41,
 10.1029/2000GR000092.

 

P. Yiou, D. Sornette and M. Ghil (2000) (PDF file)

" Data-Adaptive Wavelets and Multi-Scale SSA," Physica D, 142, 254-290.

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