Regression Estimation with Errors in the Variables via the Laplace Transform

H Guo, Q Bai - Axioms, 2023 - mdpi.com
This paper considers nonparametric regression estimation with errors in the variables. It is a
standard assumption that the characteristic function of the covariate error does not vanish on …

Common Models of Errors in Variables

H Kaiser - International Conference on Soft Methods in Probability …, 2024 - Springer
Blurred observations can be described in multiple ways. If the errors occur as a scaling or
shifting variable, we find ourselves in the frequently employed multiplicative or additive …

Applications of Mellin-Barnes Integrals to Deconvolution Problems

H Kaiser - 2023 - jlupub.ub.uni-giessen.de
In this thesis we study the additive model of errors in variables, which is also known as the
deconvolution problem. The objective consists particularly in the reconstruction of the …