We demonstrate how a machine learning algorithm can be applied to predict and explain modern market microstructure phenomena. We investigate the efficacy of various microstructure measures and show that they continue to provide insights into price dynamics in current complex markets. Some...

In our model, cross-currency basis, which captures the deviations from covered interest rate parity (CIP), reflects the relative value of the scarcer currency (US dollar) as collateral in funding constraints. Our empirical evidence shows that measures of dollar shortage derived from ECB tenders,...

This Policy Analysis explains the antecedents of the current global financial crisis and critically examines the reasoning behind the U.S. Treasury and Federal Reserve's actions to prop up the financial sector. It argues that recovery from the financial crisis is likely to be slow with or...

Order flow is toxic when it adversely selects market makers, who may be unaware they are providing liquidity at a loss. We present a new procedure to estimate flow toxicity based on volume imbalance and trade intensity (the VPIN toxicity metric). VPIN is updated in volume-time, making it...

Climate risks are now fully recognized as financial risks by asset managers, investors, central banks, and financial supervisors. Against this background, a rapidly growing number of market participants and financial authorities are exploring which metrics to use to capture climate risks, as...

Climate risks are now fully recognized as financial risks by asset managers, investors, central banks, and financial supervisors. Against this background, a rapidly growing number of market participants and financial authorities are exploring which metrics to use to capture climate risks, as...

The European low-carbon transition began in the last few decades and is accelerating to achieve net-zero emissions by 2050. This paper examines how climate-related transition indicators of a large European corporate firm relate to its CDS-implied credit risk across various time horizons....

While climate change was largely tackled by government policies in the past, central banks are increasingly grappling with the risks climate change poses. They are evaluating their operational policies to reflect these risks and the transition to a net-zero economy. This paper explores the...

Preventing systemic risk from the perspective of bank risk accumulation has been widely researched and supported. This study focuses on the impact of economic volatility on bank risk accumulation and systemic risk. Using the proportion of non-core liabilities as the bank's risk accumulation...

A key aspect of the governance process inside organizations and markets is the measurement and disclosure of important metrics and information. In this chapter, we examine the effect of sustainability disclosure regulations on firms’ disclosure practices and valuations. Specifically, we...