I strongly recommend this book as the first book for someone getting stared with statistics; say, high schoolers and undergrads. The author takes time to explain the concepts with elaborate examples (with every steps and no 'the reader can figure out the rest' crap) to help understand the concepts and, more importantly, how they are related both intuitively and mathematically. This aspect really helps when the author talk describes ANOVA.