Convergence in Total Variation to a Mixture of Gaussian Laws

It is not unusual that Xn⟶distVZ where Xn, V, Z are real random variables, V is independent of Z and Z∼N(0,1). An intriguing feature is that PVZ∈A=EN(0,V2)(A) for each Borel set A⊂R, namely, the probability distribution of the limit VZ is a mixture of centered Gaussian laws...

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Bibliographic Details
Main Authors: Luca Pratelli, Pietro Rigo
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Mathematics
Subjects:
Online Access:http://www.mdpi.com/2227-7390/6/6/99