Principal Component Analysis
✍ Scribed by I.T. Jolliffe
- Publisher
- Springer
- Year
- 2002
- Tongue
- English
- Leaves
- 519
- Edition
- 2nd
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
Researchers in statistics, or in other fields that use principal component analysis, will find that the book gives an authoritative yet accessible account of the subject. It is also a valuable resource for graduate courses in multivariate analysis. The book requires some knowledge of matrix algebra.
✦ Subjects
Математика;Теория вероятностей и математическая статистика;Математическая статистика;
📜 SIMILAR VOLUMES
Wiley Interdisciplinary Reviews: Computational Statistics, 2010.<div class="bb-sep"></div>Статья, посвященная использованию Метода Главных Компонент (Principal Component Analysis): Выделение важной информации из множества данных, описывающих объекты. Один из основных способов уменьшить размерность д
For anyone in need of a concise, introductory guide to principal components analysis, this book is a must. Through an effective use of simple mathematical-geometrical and multiple real-life examples (such as crime statistics, indicators of drug abuse, and educational expenditures) -- and by minimizi