articleJournal of Statistical SoftwareJan 1, 2002DIAMOND OA

strucchange : An R Package for Testing for Structural Change in Linear Regression Models

Indexed incrossrefdoaj

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…

Citation impact

1,038
total citations
FWCI
16.96
Percentile
100%
References
18
Citations per year

Authors

4

Topics & keywords

Keywords
  • R package
  • Linear regression
  • CUSUM
  • Plot (graphics)
  • Computer science
  • Regression
  • Test (biology)
  • Chow test
No related works found for this paper.