✦ LIBER ✦

Estimation of dependences based on empirical data

✍ Scribed by V. Vapnik, S. Kotz

Book ID: 127438723
Publisher: Springer-Verlag
Year: 1982
Tongue: English
Weight: 5 MB
Series: Springer series in statistics
Category: Library
City: New York
ISBN: 0387907335

No coin nor oath required. For personal study only.

✦ Synopsis

Estimating dependences on the basis of empirical data has been, and will probably remain, a central problem in applied analysis. This problem is a mathematical interpretation of one of the basic questions of science: how to extract the existing law-like relationship from scattered data. The simplest attack on this problem is to construct (estimate) a function from its values at certain points. Here we will formulate some general principles of estimating a functional dependence, and then develop an algorithm for the estimation using these principles.

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