Here are Amazon links to each of the titles. I personally use each of these as desk references:

Applied Statistics for the Behavioral Sciences (http://www.amazon.com/gp/product/0395890578/qid=1137741445/sr=2-2/ref=pd_bbs_b_2_2/102-6240151-6493727?s=books&v=glance&n=283155) - Hinkle,Wiersma,Jurs

Statistical Methods for Psychology (http://www.amazon.com/gp/product/053437770X/qid=1137741488/sr=2-1/ref=pd_bbs_b_2_1/102-6240151-6493727?s=books&v=glance&n=283155) - Howell

Handbook of Parametric and Nonparametric Statistical Procedures (http://www.amazon.com/gp/product/1584884401/qid=1137741331/sr=1-1/ref=sr_1_1/102-6240151-6493727?s=books&v=glance&n=283155) - Sheskin

All three of these have a psychology slant to them - but don't let that scare you away - psychologists write excellent statistics books.