Statistics for Psychology, 7th Edition by Arthur Aron, Elaine N. Aron, Elliot J. Coups, and Erin Cooley, offers a comprehensive introduction to statistical methods tailored for psychology students. The textbook emphasizes the logic behind statistical procedures by presenting definitional formulas in words alongside computational formulas in numbers and symbols. This approach encourages conceptual understanding over rote memorization, facilitating mastery of statistical analysis skills.