Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines.
The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.
Detalles del producto
Editorial : Springer; First Edition (4 Diciembre 2003)
Idioma : Inglés
Tapa dura : 462 páginas
ISBN-10 : 0387402721
ISBN-13 : 978-0387402727
Dimensiones : 6.25 x 1 x 9.25 pulgadas
Clasificación en los más vendidos de Amazon: nº63,250 en Libros (Ver el Top 100 en Libros)
nº11 en Software Matemático y Estadístico
nº13 en Análisis Matemático (Libros)
nº99 en Probabilidad y Estadística (Libros)
Opiniones de clientes: 4.4
239 calificaciones