This expert teaching aid enables readers to develop a multifaceted andthorough comprehension of modern statistical computing and computationalstatistics. Backed... » 

This expert teaching aid enables readers to develop a multifaceted andthorough comprehension of modern statistical computing and computationalstatistics. Backed by many years of classroom experience the authors lay out apractical understanding of how and why current statistical methods work. Thetext begins with an essential review of key mathematical and statisticalprinciples. Following this the text emphasizes those areas that are central tounderstanding this evolving field and areas where routine application ofsoftware often fails to solve complex problems. Additional features includeproblem sets datasets and references on advanced topics. Providing readerswith a thorough understanding of contemporary statistical techniques this textenables readers to apply these methods effectively and to better understand andsolve reallife problems. «