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

18 citations · 18 across the 2 of their papers we have counts for

collaborators

2 papers

math.ST2008

Jump estimation in inverse regression

Leif Boysen, Axel Munk

We consider estimation of a step function from noisy observations of a deconvolution , where is some bounded -function. We use a penalized least squares estimator…

math.ST2006★ 18 cited

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…