3 papers
math.ST2019
The empirical process of residuals from an inverse regression
Tim Kutta, Nicolai Bissantz, Justin Chown +1
In this paper we investigate an indirect regression model characterized by the Radon transformation. This model is useful for recovery of medical images obtained by computed tomogr…
stat.ME2018
Goodness-of-fit testing the error distribution in multivariate indirect regression
Justin Chown, Nicolai Bissantz, Holger Dette
We propose a goodness-of-fit test for the distribution of errors from a multivariate indirect regression model. The test statistic is based on the Khmaladze transformation of the e…
stat.ME2018
The nonparametric location-scale mixture cure model
Justin Chown, Cedric Heuchenne, Ingrid Van Keilegom
We propose completely nonparametric methodology to investigate location-scale modelling of two-component mixture cure models, where the responses of interest are only indirectly ob…