Data Entry: Please note that the research database will be replaced by UNIverse by the end of October 2023. Please enter your data into the system https://universe-intern.unibas.ch. Thanks

Login for users with Unibas email account...

Login for registered users without Unibas email account...

 
strucchange : an R package for testing for structural change in linear regression models
JournalArticle (Originalarbeit in einer wissenschaftlichen Zeitschrift)
 
ID 103083
Author(s) Zeileis, Achim; Leisch, Friedrich; Hornik, Kurt; Kleiber, Christian
Author(s) at UniBasel Kleiber, Christian
Year 2002
Title strucchange : an R package for testing for structural change in linear regression models
Journal Journal of statistical software
Volume 7
Number 2
Pages / Article-Number 1-38
Keywords Structural change, CUSUM, MOSUM, recursive estimates, moving estimates, monitoring, R, S.
Abstract

This paper reviews tests for structural change in linear regression models from the generalized fluctuation test framework as well as from the F test (Chow test) framework. It introduces a unified approach for implementing these tests and presents how these ideas have been realized in an R package called strucchange. Enhancing the standard significance test approach the package contains methods to fit, plot and test empirical fluctuation processes (like CUSUM, MOSUM and estimates-based processes) and to compute, plot and test sequences of F statistics with the supF , aveF and expF test. Thus, it makes powerful tools available to display information about structural changes in regression relationships and to assess their significance. Furthermore, it is described how incoming data can be monitored.

Publisher UCLA
ISSN/ISBN 1548-7660
URL http://www.jstatsoft.org/v07/i02
edoc-URL http://edoc.unibas.ch/dok/A5252914
Full Text on edoc No
 
   

MCSS v5.8 PRO. 0.362 sec, queries - 0.000 sec ©Universität Basel  |  Impressum   |    
02/05/2024