Understanding Psychology as a Science: An Introduction to Scientific and Statistical Inference

This is a new book by Zoltan Dienes, Reader in Experimental Psychology at the University of Sussex.
online-experiments.com developed some Flash applets for displaying data used on the book's homepage, which can be reached here.