Nonparametric statistics for the behavioral sciences Sidney Siegel
Publisher: McGraw-Hill

Encyclopedia of Statistics in Behavioral Science – Volume 2 Brian Everitt (Editor) wiley 2005. Pagano Wadsworth Publishing; 10 edition | 2012 | ISBN: 1111837260 | Englis. Nonparametric statistics for the social sciences, (2nd ed.). If it's ordinal, Siegel and Castellan's Nonparametic Statistics for the Behavioral Sciences has a whole chapter on measures of association for ordinal data. Handbook of parametric and nonparametric statistical procedures, 3rd edition David J. Müller K, Anderson CW, Birch GE: Linear and nonlinear methods for brain-computer interfaces. If you think it is appropriate to treat your categories as continuous, a good candidate would be one of the variations of the intra-class correlation coefficient. Sheshkin - Handbook of Parametric and Nonparametric Statistical Procedures. Yesterday's post described how we can bin the independent variable in a regression to get a nice non-parametric response function even when we have large data sets, complex standard errors, and many control variables. McGraw-Hill Book Company, New York, USA, 1988. Van Belle - Statistical Rules of Thumb. Siegel S, Castellan JN Jr: Nonparametric Statistics for the Behavioral Sciences. Understanding Statistics in the Behavioral Sciences (Psy 200 (300) Quantitative Methods in Psychology) by Robert R. Snedecor -Statistical Methods, 8th ed. Nonparametric statistics for the behavioral sciences.