SIO 221C
Resources for SIO 221C: Data Analysis Laboratory Bendat, J. S. and A. G. Piersol, 2000: Random Data: Analysis and Measurement Procedures. John Wiley & Sons, 3rd edition, ~594 pp. 4th edition e-book (2010).
Bevington, P. R. and D. K. Robinson, 2003: Data Reduction and Error Analysis for the Physical Sciences, McGraw Hill, 320 pp.
Daley, R., 1991: Atmospheric Data Analysis. Cambridge University Press, 457 pp.
Emery, W. J. and R. E. Thomson, 2001: Data Analysis Methods in Physical Oceanography, 2nd edition. Elsevier, 638 pp. e-book or e-book for 3rd edition
Lawson, C. L. and R. J. Hanson, 1974: Solving Least Squares Problems. Prentice-Hall, 340 pp. (reprinted 1995, SIAM). e-book
Menke, W., 1989: Geophysical Data Analysis: Discrete Inverse Theory. Academic Press, 289 pp. (2012 Matlab edition e-book being processed).
Navarra, A., and V. Simoncini, 2010: A Guide to Empirical Orthogonal Functions for Climate Data Analysis, Springer, 151 pp. e-book
Noble, B., and J. W. Daniel, 1988: Applied Linear Algebra, 3rd edition. Prentice-Hall, 521 pp.
Oppenheim, A. V., R. W. Schafer, and J. R. Buck, 1999: Discrete-Time Signal Processing , Prentice Hall, 870 pp. (2010 edition)
Parks, T. W. and C. S. Burrus, 1987: Digital Filter Design, Wiley, 342 pp.
Preisendorfer, R. W., 1988: Principal Component Analysis in Meteorology and Oceanography, Elsevier, 425 pp.
Press, W. H., B. P. Flannery, S. A. Teukolsky and W. T. Vetterline, 1986: Numerical Recipes. Cambridge University Press, 818 pp.
Strang, G., 1986: Introduction to Applied Mathematics, Wellesley-Cambridge Press, 758 pp.
Strang, G., 1988: Linear Algebra and Its Applications, Academic Press, 3rd edition, ~374 pp.
Taylor, J. R., 1997: An Introduction to Error Analysis, University Science Books, 2nd edition, ~270 pp. (Not on reserve at SIO, but numerous copies in campus libraries.)
von Storch, H. and F. W. Zwiers, 1999: Statistical Analysis in Climate Research, Cambridge University Press, 484 pp. e-book
Wilks, D. S., 2005: Statistical Methods in the Atmospheric Sciences, Academic Press, International Geophysics Series, Volume 91, Second Edition, 648 pp. e-book
Wunsch, C., 1996: The Ocean Circulation Inverse Problem. Cambridge University Press, 442 pp. e-book
Most of these books are on reserve at the SIO grad office.