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All of Statistics

eBook

9780387217369 - All of Statistics
2e hands

Artikelomschrijving

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. 

Specificaties

ISBN/EAN 9780387217369
Verschijningsvorm eBook i
Licentieduur eBook online lezen: 365 days
eBook offline lezen (downloaden): Oneindig
Niet meer bestelbaar

Artikelomschrijving

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. 

Specificaties

ISBN/EAN 9780387217369
Verschijningsvorm eBook i
Licentieduur eBook online lezen: 365 days
eBook offline lezen (downloaden): Oneindig