Suppose I am regressing one variable on 5 other variables. I expect breaks to occur in the slopes of the 5 variables but at different dates - and I am interested in the dates at which the breaks occur.
The Bai-Perron sequental L+1vsL test can do this by including all 5 regressors. However, I can no longer identify the breaks specific to each variable. A possibility is to, for each variable, test for equality of coefficients before and after each break. If we reject the null of equality, I find evidence for a break.
I could run the regression on 1 variable at a time, but I have sound motives to want to control for all the other variables.
Is there a better way to deal with this?
Thanks
bai perron structural break tests
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