Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy

From the reviews of the second edition:

“It is a well-written and neatly organized book that introduces modern robust statistical methods ... . the book not only a handbook for applied researchers who need to conduct reasonable and interpretable data analysis, but also a good textbook for non-statistics students and statistics undergraduate students. This is the only book on the subject written for this audience to my knowledge. ... It provides insights and more methodological options in statistical analysis for students and applied researchers.”­­­ (Tian Siva Tian, Psychometrika, Vol. 76 (1), January, 2011)