Some methods for robust inference in econometric factor models and in machine learning

Traditional multivariate statistical theory and applications are often based on specific parametric assumptions. For example it is often assumed that data follow (nearly) normal distribution. In practice such assumption is rarely true and in fact the underlying data distribution is often unknown. Vi...

Full description

Bibliographic Details
Main Author: Nikolaev, Nikolay Ivanov
Language:en_US
Published: 2016
Subjects:
Online Access:https://hdl.handle.net/2144/14265