K
Kristina Bluwstein
Researcher at Bank of England
Publications - 12
Citations - 163
Kristina Bluwstein is an academic researcher from Bank of England. The author has contributed to research in topics: Monetary policy & Dynamic stochastic general equilibrium. The author has an hindex of 4, co-authored 11 publications receiving 114 citations. Previous affiliations of Kristina Bluwstein include European University Institute.
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Beggar-thy-neighbor? : the international effects of ECB unconventional monetary policy measures
Kristina Bluwstein,Fabio Canova +1 more
TL;DR: This paper examined the effects of unconventional monetary policy measures by the European Central Bank on nine European countries not adopting the euro with a novel Bayesian mixed-frequency structural vector autoregressive technique.
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Credit growth, the yield curve and financial crisis prediction: evidence from a machine learning approach
TL;DR: The authors developed early warning models for financial crisis prediction using machine learning techniques on macro financial data for 17 countries over 1870-2016 and identified economic drivers of their machine learning models using a novel framework based on Shapley values, uncovering non-linear relationships between the predictors and crisis risk.
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Credit growth, the yield curve and financial crisis prediction: evidence from a machine learning approach
Kristina Bluwstein,Marcus Buckmann,Andreas Joseph,Andreas Joseph,Miao Kang,Sujit Kapadia,Özgür Şimşek +6 more
TL;DR: This paper developed early warning models for financial crisis prediction using machine learning techniques on macro financial data for 17 countries over 1870-2016 and identified economic drivers of their machine learning models using a novel framework based on Shapley values, uncovering non-linear relationships between the predictors and crisis risk.
Journal ArticleDOI
Asymmetric macro-financial spillovers
TL;DR: In this paper, a Markov-Switching vector autoregressive model and euro area data were used to identify the sources of asymmetry in macro-financial linkages and showed that the borrowers' balance sheet channel accounts for the asymmetry.
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Multiperiod Loans, Occasionally Binding Constraints, and Monetary Policy: A Quantitative Evaluation
TL;DR: In this article, the authors study the implications of multi-period mortgage loans for monetary policy, considering several realistic modifications, such as fixed interest rate contracts, a lower bound constraint on newly granted loans, and the possibility of the collateral constraint to become slack.