Scale space consistency of piecewise constant least squares estimators -- another look at the regressogram

Leif Boysen, Volkmar Liebscher, Axel Munk +1

We study the asymptotic behavior of piecewise constant least squares regression estimates, when the number of partitions of the estimate is penalized. We show that the estimator is…