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Asymmetric Kernel Smoothing Theory and Applications in Economics and Finance

This is the first book to provide an accessible and comprehensive introduction to a newly developed smoothing technique using asymmetric kernel functions. Further, it discusses the statistical properties of estimators and test statistics using asymmetric kernels. The topics addressed include the bia...

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Bibliographic Details
Main Author:	Hirukawa, Masayuki
Format:	eBook
Language:	English
Published:	Singapore Springer Nature Singapore 2018, 2018
Edition:	1st ed. 2018
Series:	JSS Research Series in Statistics
Subjects:	Statistical Theory And Methods Statistics Social Sciences / Statistical Methods Statistics In Business, Management, Economics, Finance, Insurance Mathematical Statistics / Data Processing Statistics And Computing Statistics In Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy
Online Access:	https://doi.org/10.1007/978-981-10-5466-2?nosfx=y
Collection:	Springer eBooks 2005- - Collection details see MPG.ReNa

Table of Contents:

1. Asymmetric kernels: definition and history
2. Density estimation from nonnegative observations
3. Regression estimation with nonnegative regressors
4. Model specification tests
5. Asymmetric kernel smoothing in action: applications in economics and finance

Asymmetric Kernel Smoothing Theory and Applications in Economics and Finance

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