References
Correlation Analysis
Harnet, Donald L. Introduction to Statistical Methods. Reading, Massachusetts: Addison-Wesley, 1975. ISBN 0-201-02752-6
Neter, John., William Wasserman, and G.A. Whitmore. Applied Statistics. Newton, Massachusetts: Allyn and Bacon, 1988. ISBN 0-205-10328-6
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Curve and Surface Fitting
Bevington, Philip R. Data Reduction and Error Analysis for the Physical Sciences. New York: McGraw-Hill, 1969.
Lancaster, Peter and Kestutis Salkauskas. Curve and Surface Fitting (An Introduction). San Diego: Academic Press, 1986. ISBN 0-124-36060-0
Eigenvalues and Eigenvectors
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Strang, Gilbert. Linear Algebra and Its Applications. San Diego: Harcourt Brace Jovanovich, 1988. ISBN 0-155-551005-3
Gridding and Interpolation
Lancaster, Peter and Kestutis Salkauskas. Curve and Surface Fitting (An Introduction). San Diego: Academic Press, 1986. ISBN 0-124-36060-0
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Hypothesis Testing
Harnett, Donald H. Introduction to Statistical Methods. Reading, Massachusetts: Addison-Wesley, 1975. ISBN 0-201-02752-6
Kraft, Charles H. and Constance Van Eeden. A Nonparametric Introduction to Statistics. New York: Macmillan, 1968.
Sprent, Peter. Applied Nonparametric Statistical Methods. London: Chapman and Hall, 1989. ISBN 0-412-30600-X
Integration
Chapra, Steven C. and Raymond P. Canale. Numerical Methods for Engineers. New York: McGraw-Hill, 1988. ISBN 0-070-79984-9
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Linear Systems
Golub, Gene H. and Van Loan, Charles F. Matrix Computations. Baltimore: Johns Hopkins University Press, 1989. ISBN 0-8018-3772-3
Kreyszig, Erwin. Advanced Engineering Mathematics. New York: Wiley & Sons, Inc., 1993. ISBN 0-471-55380-8
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Strang, Gilbert. Linear Algebra and Its Applications. San Diego: Harcourt Brace Jovanovich, 1988. ISBN 0-155-551005-3
Nonlinear Equations
Dennis, J.E. Jr. and Robert B. Schnabel. Numerical Methods for Unconstrained Optimization and Nonlinear Equations. Englewood Cliffs, NJ: Prentice-Hall, 1983. ISBN 0-136-27216-9
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Optimization
Dennis, J.E. Jr. and Robert B. Schnabel. Numerical Methods for Unconstrained Optimization and Nonlinear Equations. Englewood Cliffs, NJ: Prentice-Hall, 1983. ISBN 0-136-27216-9
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Sparse Arrays
Press, William H. et al. Numerical Recipes in C: The Art of Scientific Computing. Cambridge: Cambridge University Press, 1992. ISBN 0-521-43108-5
Time-Series Analysis
Chatfield, C. The Analysis of Time Series. London: Chapman and Hall, 1975. ISBN 0-412-31820-2
Neter, John., William Wasserman, and G.A. Whitmore. Applied Statistics. Newton, Massachusetts: Allyn and Bacon, 1988. ISBN 0-205-10328-6
Multivariate Analysis
Jackson, Barbara Bund. Multivariate Data Analysis. Homewood, Illinois: R.D. Irwin, 1983. ISBN 0-256-02848-6
Everitt, Brian S. Cluster Analysis. New York: Halsted Press, 1993. ISBN 0-470-22043-0
Kachigan, Sam Kash. Multivariate Statistical Analysis. New York: Radius Press, 1991. ISBN 0-942154-91-6