sbreak

Purpose

Estimates the m-break structural break model.

Format

out = sbreak(yt, xt, zt, sbc0)
Parameters:
  • yt (Matrix) – dependent data.
  • xt (Matrix) – time invariant independent variables.
  • zt (Matrix) – time variant independent variables.
  • sbc0 (struct) –

    Instance of sbControl structure containing the following elements:

    q Scalar, number of regressors subject to change.
    p Scalar, number of time invariant regressors in x.
    m Scalar, maximum number of structural changes.
    trim Scalar, trimming value (as a decimal).
    h Scalar, minimal length of segment (h > p + q)
    initialBeta Matrix, if initialBeta == {} call function to set initial values
    maxIters maximum number of iterations
    printOutput Indicator to print iteration outputs
    eps Scalar, convergence criterion
Returns:

out (struct) –

Instance of the sbOut structure containing the following elements:

breakDate Matrix, MxM of date breaks estimated for possible number of breaks less than or equal to m.
breakSSR MxM, vector of ssr associated with all number of breaks less than or equal to m.

Examples

new;
cls;
library tsmt;

// DATA INPUT
// Load y data
y = loadd( getGAUSSHome() $+ "pkgs/tsmt/examples/real_intrate.dat", "." );

// Specify regressors
// Time varying coe ficients in z
z = ones( rows(y), 1 );

// No time invariant regressors
x = 0;

// Declare sbControl structure
struct sbControl sbc0;

// Initialize instance of structure
sbc0 = sbControlCreate( );

// Set individual model parameters
sbc0.q = 1;
sbc0.m = 5;
sbc0.trim = 0.15;
sbc0.h = 0;
sbc0.printOutput = 1;
sbc0.initialBeta = 0.5;
sbc0.maxIters = 40;

// Turn on graphing capability
sbc0.graphOn = 1;
sbc0.dtstart = dtdate( 1961, 01, 01, 0, 00, 00 );
sbc0.frequency = 4;

struct sbOut sbcOut;
sbcOut = sbreak( y, z, x, sbc0 );

References

Bai, J and Perron, P. (2003) Computation and analysis of multiple structural change models, Journal of Applied Econometrics,18(1),1-22.

Library

tsmt

Source

sb.src