Comment on "Spatio-temporal filling of missing points in geophysical data sets" by D. Kondrashov and M. Ghil, Nonlin. Processes Geophys., 13, 151-159, 2006

Nonlinear Processes in Geophysics

Volumn 14, Issue 1, 2007, Pages 1-2

  Schneider, T ^a  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33846238981     PISSN: 10235809     EISSN: 16077946     Source Type: Journal    
DOI: 10.5194/npg-14-1-2007     Document Type: Note

References (7)

1. Beckers, J. M. and Rixen, M.: EOF calculations and data filling from incomplete oceanographic datasets, J. Atmos. Oceanic Technol., 20, 1839-1856, 2003.
2. Dempster, A. P., Laird, N. M., and Rubin, D. B.: Maximum likelihood estimation from incomplete data via the EM algorithm (with discussion), J. Roy. Stat. Soc. B, 39, 1-38, 1977.
3. Everson, R. and Sirovich, L.: Karhunen-Loève procedure for gappy data, J. Opt. Soc. Am. A, 12, 1657-1664, 1995.
4. Fierro, R. D., Golub, G. H., Hansen, P. C., and O'Leary, D. P.: Regularization by truncated total least squares, SIAM J. Sci. Comput., 18, 1223-1241, 1997.
5. Kondrashov, D. and Ghil, M.: Spatio-temporal filling of missing points in geophysical data sets, Nonlin. Processes Geophys., 13, 151-159, 2006, http://www.nonlin-processes-geophys.net/13/151/2006/.
6. Little, R. J. A. and Rubin, D. B.: Statistical Analysis with Missing Data, Series in Probability and Mathematical Statistics, Wiley, New York, 2nd edn., 2002.
7. Schneider, T.: Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values, J. Climate, 14, 853-871, 2001.