Fundamental Statistics for the Behavioral Sciences by David C. Howell
This text emphasizes the logic of statistics, data analysis, and its application to real studies through a concrete and intuitive approach. Understanding statistical concepts and making sense of data is facilitated by use of the computer as a pedagogical tool to help students gain the ability to understand variation and conduct research. The mathematics of statistics is de-emphasized.