The acceptance probability for the corresponding death step has the same form with the appropriate change of labelling of the variables, and the ratio terms inverted.
Results
The histogram of number of change points is
And we can get the density plot of position (or height) conditional on the number of change points
k
, for example, the following plot is for the position when