Xynk App

Guide > Statistics > Statistical References

5.8 Statistical References

Algorithms for Basic Statistical Procedures

various wikipedia articles

Wolfram MathWorld (http://mathworld.wolfram.com)

NIST/SEMATECH e-Handbook of Statistical Methods, http://www.itl.nist.gov/div898/handbook/, https://doi.org/10.18434/M32189.

Press, W.H., Flannery, B.P., Teukolsky, S.A., and W.T. Vetterling. Numerical recipes in C: The art of scientific computing. Cambridge: Cambridge University Press, 1988. ISBN 0-521-35465-X (t-test; check general stats functions like betai)

Rohlf, F.J. and R.R. Sokal. Statistical Tables. Second edition. New York: W.H. Freeman, 1981. ISBN 0-7167-1258-X (Tables used to confirm algorithmic results).

Sokal, R.R. and F.J. Rohlf. Biometry: The principles and practices of statistics in biological research. Second edition. New York: W.H. Freeman, 1981. ISBN 0-7167-1254-7 (One-way ANOVA, Tukey-Kramer)

Normal Distribution and Studentized Range

(Fortran algorithms ported to C for use in Tukey-Kramer post-hoc calculations from http://lib.stat.cmu.edu/apstat/)

Beasley, J.D. and S. G. Springer. Algorithm AS 111: The Percentage Points of the Normal Distribution. Journal of the Royal Statistical Society. Series C (Applied Statistics), 26 (1977) 118-121. http://www.jstor.org/stable/2346889; http://lib.stat.cmu.edu/apstat/111

Hill, I.D. Algorithm AS 66: The Normal Integral. Journal of the Royal Statistical Society. Series C (Applied Statistics), 22 (1973) 424-427. http://www.jstor.org/stable/2346800; http://lib.stat.cmu.edu/apstat/66

Lund, R.E. and J.R. Lund. Algorithm AS 190: Probabilities and Upper Quantiles for the Studentized Range. Journal of the Royal Statistical Society. Series C (Applied Statistics), 32 (1983) 204-210. http://www.jstor.org/stable/2347300;. http://lib.stat.cmu.edu/apstat/190

ANOVA Approaches and Algorithms

Applied Linear Statistical Models (McGraw-Hill/Irwin Series Operations and Decision Sciences) Kutner, Michael H, Nachtsheim, Christopher J., Neter, John, Li, William ISBN 10: 0072386886 / ISBN 13: 9780072386882 Published by McGraw-Hill/Irwin (edition 5), 2004

Rohlf, F.J. and R.R. Sokal. Statistical Tables. Second edition. New York: W.H. Freeman, 1981. ISBN 0-7167-1258-X (Tables used to confirm algorithmic results).

Sokal, R.R. and F.J. Rohlf. Biometry: The principles and practices of statistics in biological research. Second edition. New York: W.H. Freeman, 1981. ISBN 0-7167-1254-7 (One-way ANOVA, Tukey-Kramer)

Cardinal, R.N. and M.R.F. Aitken. ANOVA for the behavioural sciences researcher. New Jersey: Lawrence Erlbaum Assoc., 2006. ISBN 0-8058-5586-6. (one-way and two-way mixed ANOVAs with repeated measures)

Milliken, G. A., & Johnson, D. E. (1992). Analysis of messy data: Vol. I. Designed experiments. New York: Chapman & Hall.

BLAS and LINPACK

Specific ANOVAs

Post-Hoc Comparisons