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

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).

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.

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.)

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.

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. Electronic version:

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.