Understanding Statistics in the Behavioral Sciences by Robert R. Pagano
Taking an intuitive approach to presenting statistical theory, this text is more conceptually than computationally oriented, covering both descriptive and inferential statistics. The narrative of the book develops concepts first using prose, explaining calculations in simple language before introducing the formulas. Pagano's informal writing style should be easily comprehended by students, especially those who are not mathematically inclined.