The role of Statistics in the data revolution?

被引：15

作者：

Friedman, JH ^{[1
]}

机构：

[1] Stanford Univ, Dept Stat, Stanford, CA 94305 USA

来源：

INTERNATIONAL STATISTICAL REVIEW | 2001年 / 69卷 / 01期

关键词：

data analysis; data mining; decision support; computational statistics;

D O I：

10.1111/j.1751-5823.2001.tb00474.x

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

The nature of data is rapidly changing. Data sets are becoming increasingly large and complex Modern methodology for analyzing these new types of data are emerging from the fields of Data Base Management, Artificial Intelligence, Machine Learning, Pattern Recognition, and Data Visualization, So far Statistics as a held has played a minor role. This paper explores some of the reasons for this, and why statisticians should have an interest in participating in the development of new methods for large and complex data sets.

引用

页码：5 / 10

页数：6