𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Principal Component Analysis

✍ Scribed by I.T. Jolliffe

Book ID
127434804
Publisher
Springer
Year
2002
Tongue
English
Weight
9 MB
Edition
2nd
Category
Library
ISBN
0387954422

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

Математическая статистика

📜 SIMILAR VOLUMES

Principal component analysis
Principal component analysis
✍ Hervé Abdi; Lynne J. Williams 📂 Article 📅 2010 🏛 Wiley (John Wiley & Sons) 🌐 English ⚖ 564 KB

## Abstract Principal component analysis (PCA) is a multivariate technique that analyzes a data table in which observations are described by several inter‐correlated quantitative dependent variables. Its goal is to extract the important information from the table, to represent it as a set of new or

Principal Component Analysis
Principal Component Analysis
✍ I.T. Jolliffe 📂 Library 📅 2010 🏛 Springer 🌐 English ⚖ 3 MB

Principal component analysis is central to the study of multivariate data. Although one of the earliest multivariate techniques it continues to be the subject of much research, ranging from new model- based approaches to algorithmic ideas from neural networks. It is extremely versatile with applicat

Bayesian principal component analysis
Bayesian principal component analysis
✍ Mohamed N. Nounou; Bhavik R. Bakshi; Prem K. Goel; Xiaotong Shen 📂 Article 📅 2002 🏛 John Wiley and Sons 🌐 English ⚖ 379 KB 👁 1 views
Sparse Principal Component Analysis
Sparse Principal Component Analysis
✍ Zou, Hui; Hastie, Trevor; Tibshirani, Robert 📂 Article 📅 2006 🏛 American Statistical Association 🌐 English ⚖ 322 KB