8 citations · 9 across the 6 of their papers we have counts for
3 papers · 1 filter
Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls
Helmut Wasserbacher, Martin Spindler
This article is an introduction to machine learning for financial forecasting, planning and analysis (FP\&A). Machine learning appears well suited to support FP\&A with the highly…
Causal mediation analysis with double machine learning
Helmut Farbmacher, Martin Huber, Lukáš Lafférs +2
This paper combines causal mediation analysis with double machine learning to control for observed confounders in a data-driven way under a selection-on-observables assumption in a…
Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R)
Philipp Bach, Victor Chernozhukov, Martin Spindler
Due to the increasing availability of high-dimensional empirical applications in many research disciplines, valid simultaneous inference becomes more and more important. For instan…