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An R Companion for the Handbook of Biological Statistics

Salvatore S. Mangiafico

Formal Statistics Books

This topic in SAEPER

 

For a list of general statistics books and other resources, see SAEPER: Statistics Textbooks and Other Resources.

 

Textbooks on analysis of experiments

 

When describing a particular statistical analysis—especially one that your readers may not be familiar with—it’s a good idea to cite an authoritative statistical source. 

 

The following list contains a few that may be useful for this purpose.  This is certainly not an exhaustive list.  Just a few that I’ve useful.

 

•   Agresti, A. 2007. An Introduction to Categorical Data Analysis, 2nd. Wiley.

 

•   Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd. Lawrence Elbaum.

 

•   Conover, W.J. 1999. Practical Nonparametric Statistics, 3rd. John Wiley & Sons.

 

•   Gomez, K.A. and Gomez A.A. 1984. Statistical Procedures for Agricultural Research. Wiley.

 

•   Grissom, R.J. and J.J. Kim. 2011. Effect Sizes for Research: Univariate and Multivariate Applications, 2nd. Routledge.

 

•   King, B.M., P.J. Rosopa, and E.W. Minium. 2011. Statistical Reasoning in the Behavioral Sciences, 6th. Wiley.

 

•   Montgomery, D.C. 2017. Design and Analysis of Experiments, 9th. Wiley.

 

•   Tabachnick, B.G. and L.S. Fidell. 2013. Using Multivariate Statistics, 6th. Pearson.

 

•   Zar, J.H. 2010. Biostatistical Analysis, 5th. Pearson.