rbreak: Restricted Structural Change Models
Methods for detecting structural breaks and estimating break
locations for linear multiple regression models under general linear
restrictions on the coefficient vector. Restrictions can be within
regimes, across regimes, or both, and are supported in two forms: an
affine parameterization (Form A: delta = S*theta + s) and explicit
linear constraints (Form B: R*delta = r). Provides break date
estimation with confidence intervals, a restricted sup-F test for the
null of no structural change, simulation of critical values by Monte
Carlo, and a bootstrap restart procedure to reduce the risk of
convergence to spurious local optima. Also implements a generalized
regression tree (linear model tree) procedure where each leaf contains
a linear regression model rather than a local average. Reference:
Perron, P., and Qu, Z. (2006). 'Estimating Restricted Structural
Change Models.' Journal of Econometrics, 134(2), 373-399.
<doi:10.1016/j.jeconom.2005.06.030>.
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