Learn R Programming

⚠️There's a newer version (1.5-4) of this package.Take me there.

strucchange (version 1.3-0)

Testing, Monitoring and Dating Structural Changes

Description

Testing, monitoring and dating structural changes in (linear) regression models. strucchange features tests/methods from the generalized fluctuation test framework as well as from the F test (Chow test) framework. This includes methods to fit, plot and test fluctuation processes (e.g., CUSUM, MOSUM, recursive/moving estimates) and F statistics, respectively. It is possible to monitor incoming data online using fluctuation processes. Finally, the breakpoints in regression models with structural changes can be estimated together with confidence intervals. Emphasis is always given to methods for visualizing the data.

Copy Link

Version

Install

install.packages('strucchange')

Monthly Downloads

39,139

Version

1.3-0

License

GPL

Maintainer

Achim Zeileis

Last Published

September 2nd, 2024

Functions in strucchange (1.3-0)

sctest.formula

Structural Change Tests
durab

US Labor Productivity
SP500

S&P 500 Stock Prices
sctest.Fstats

supF-, aveF- and expF-Test
USIncExp

Income and Expenditures in the US
root.matrix

Root of a Matrix
strucchange.internal

Internal strucchange objects
efpFunctional

Functionals for Fluctuation Processes
recresid

Recursive Residuals
RealInt

US Ex-post Real Interest Rate
breakpoints

Dating Breaks
boundary.Fstats

Boundary for F Statistics
boundary.efp

Boundary for Empirical Fluctuation Processes
efp

Empirical Fluctuation Processes
plot.efp

Plot Empirical Fluctuation Process
mefp

Monitoring of Empirical Fluctuation Processes
plot.Fstats

Plot F Statistics
sctest.efp

Generalized Fluctuation Tests
BostonHomicide

Youth Homicides in Boston
PhillipsCurve

UK Phillips Curve Equation Data
gefp

Generalized Empirical M-Fluctuation Processes
solveCrossprod

Inversion of X'X
GermanM1

German M1 Money Demand
Grossarl

Marriages, Births and Deaths in Grossarl
boundary

Boundary Function for Structural Change Tests
confint.breakpointsfull

Confidence Intervals for Breakpoints
boundary.mefp

Boundary Function for Monitoring of Structural Changes
breakfactor

Factor Coding of Segmentations
logLik.breakpoints

Log Likelihood and Information Criteria for Breakpoints
Fstats

F Statistics
plot.mefp

Plot Methods for mefp Objects
breakdates

Breakdates Corresponding to Breakpoints
DJIA

Dow Jones Industrial Average