Machine-learning-enhanced systemic risk measure : a two-step supervised learning approach
Year of publication: |
2022
|
---|---|
Authors: | Liu, Ruicheng ; Pun, Chi Seng |
Published in: |
Journal of banking & finance. - Amsterdam [u.a.] : Elsevier, ISSN 0378-4266, ZDB-ID 752905-3. - Vol. 136.2022, p. 1-17
|
Subject: | Systemic risk measure | Machine learning | Cross-sectional measures | Conditional capital shortfall | Marginal expected shortfall (MES) | SRISK | Systemrisiko | Systemic risk | Risikomaß | Risk measure | Finanzkrise | Financial crisis | Messung | Measurement | Künstliche Intelligenz | Artificial intelligence | Theorie | Theory |
-
Financial systemic risk measurement based on causal network connectedness analysis
Gong, Xiao-Li, (2019)
-
Systemic risk measures on general measurable spaces
Kromer, E., (2016)
-
Measuring and allocating systemic risk
Brunnermeier, Markus Konrad, (2019)
- More ...
-
Machine-Learning-enhanced Systemic Risk Measure : A Two-Step Supervised Learning Approach
Liu, Ruicheng, (2020)
-
Resolution of Degeneracy in Merton's Portfolio Problem
Pun, Chi Seng, (2017)
-
Choi Chiu, Mei, (2017)
- More ...