Hypothesis Tests on Asymmetric Error Correction Model
Hypothesis Tests on Asymmetric Error Correction Model
Conduct several F-tests on the coefficients from asymmetric ECM.
ecmAsyTest(w, digits =3)
Arguments
w: an object of 'ecmAsyFit' class.
digits: number of digits used in rounding outputs.
Details
There are two ECM equations for the two price series. In each equation, four types of hypotheses are tested; equilibrium adjustment path symmetry on the error correction terms (H1), Granger causality test (H2), distributed lag symmetry at each lag (H3), and cumulative asymmetry of all lags (H4). The latter two tests are only feasible and availabe for models with split variables. The number of H3 tests is equal to the number of lags.
Returns
Return a list object with the following components: - H1ex: H01 in equation x: equilibrium adjustment path symmetry
H1ey: H01 in equation y: equilibrium adjustment path symmetry
H2xx: H02 in equation x: x does not Granger cause x
H2yx: H02 in equation y: x does not Granger cause y
H2xy: H02 in equation x: y does not Granger cause x
H2yy: H02 in equation y: y does not Granger cause y
H3xx: H03 in equation x: distributed lag symmetry of x at each lag
H3yx: H03 in equation y: distributed lag symmetry of x at each lag
H3xy: H03 in equation x: distributed lag symmetry of y at each lag
H3yy: H03 in equation y: distributed lag symmetry of y at each lag
H4xx: H04 in equation x: cumulative asymmetry of x for all lags
H4yx: H04 in equation y: cumulative asymmetry of x for all lags
H4xy: H04 in equation x: cumulative asymmetry of y for all lags
H4yy: H04 in equation y: cumulative asymmetry of y for all lags
out: summary of the four types of hypothesis tests
Methods
One method is are defined as follows:
print:: This shows the out component in the returned list object.
References
Frey, G., and M. Manera. 2007. Econometric models of asymmetric price transmission. Journal of Economic Surveys 21(2):349-415.