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Nonparametric Curve Estimation: Methods, Theory, and Applications /
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Catalogue Information
Field name
Details
Dewey Class
519.5
Title
Nonparametric Curve Estimation ([EBook] :) : Methods, Theory, and Applications / / by Sam Efromovich.
Author
Efromovich, Sam
Other name(s)
SpringerLink (Online service)
Publication
New York, NY : : Springer New York, , 1999.
Physical Details
XIV, 414 p. : online resource.
Series
Springer Series in Statistics
0172-7397
ISBN
9780387226385
Summary Note
Appropriate for a one-semester course, this self-contained book is an introduction to nonparametric curve estimation theory. It may be used for teaching graduate students in statistics (in this case an intermediate statistical inference, on the level of the book by G. Casella and R. Berger (1990) "Statistical Inference", Brooks/Cole, is the prerequisite) as well as for diverse classes with students from other sciences including engineering, business, social, medical, and biology.:
Contents note
Orthonormal Series and Approximation -- Density Estimation for Small Samples -- Nonparametric Regression for Small Samples -- Nonparametric Time Series Analysis for Small Samples -- Estimation of Multivariate Functions for Small Samples -- Filtering and Asymptotics -- Nonseries Methods.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/b97679
Links to Related Works
Subject References:
Statistical Theory and Methods
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Statistics
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Authors:
Efromovich, Sam
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Corporate Authors:
SpringerLink (Online service)
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Series:
Springer Series in Statistics
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Classification:
519.5
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