Tree-based Machine Learning Methods for Survey Research

Predictive modeling methods from the field of machine learning have become a popular tool across various disciplines for exploring and analyzing diverse data. These methods often do not require specific prior knowledge about the functional form of the relationship under study and are able to adapt t...

Full description

Bibliographic Details
Main Authors: Christoph Kern, Thomas Klausch, Frauke Kreuter
Format: Article
Language:English
Published: European Survey Research Association 2019-04-01
Series:Survey Research Methods
Subjects:
Online Access:https://ojs.ub.uni-konstanz.de/srm/article/view/7395