Succeeding in Statistics by Ronald E. Shiffler
Ron Shiffler and Arthur Adams' concise book covers all the required mathematical concepts used in an algebra-based introductory statistics courses for general business, psychology, or sociology students. These concepts include basic arithmetic, graphs and charts, algebra, and basic probability.