Nonparametric methods offer several benefits over traditional parametric methods. Some of the advantages of nonparametric methods include:
Larry Wasserman's book, "All of Nonparametric Statistics", is a comprehensive textbook on nonparametric statistics. The book covers a wide range of topics, including: wasserman all of nonparametric statistics solutions pdf
Understanding the structure of the book can help you search for specific problem solutions more effectively: "All of Nonparametric Statistics"