Jump estimation in inverse regression

Leif Boysen, Axel Munk

We consider estimation of a step function $f$ from noisy observations of a deconvolution $\varphi \ast f$, where $\varphi$ is some bounded $L_1$-function. We use a penalized least squares estimator…