Beyond addressing multicollinearity: Robust quantitative analysis and machine learning in international business research

Artificial intelligence and the changing sources of competitive advantage

(2022) Sebastian Krakowski et al.   STRATEGIC MANAGEMENT JOURNAL

When does multicollinearity bias coefficients and cause type 1 errors? A reconciliation of Lindner, Puck, and Verbeke (2020) with Kalnins (2018)

(2022) Arturs Kalnins   JOURNAL OF INTERNATIONAL BUSINESS STUDIES

The declining share of primary data and the neglect of the individual level in international business research

(2021) Jelena Cerar et al.   JOURNAL OF INTERNATIONAL BUSINESS STUDIES

Hierarchical modelling in international business research: Patterns, problems, and practical guidelines

(2021) Thomas Lindner et al.   JOURNAL OF WORLD BUSINESS

A Cross-Sectional Machine Learning Approach for Hedge Fund Return Prediction and Selection

(2020) Wenbo Wu et al.   MANAGEMENT SCIENCE

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

(2018) Stefan Wager et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

(2018) David Silver et al.   SCIENCE

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE