Working Papers
Abstract: We identify a novel exogenous demand shock caused by passive funds in corporate bond markets. Passive fund demand for corporate bonds displays discontinuity around the maturity cutoffs separating long-term, intermediate-term, and short-term bonds. Using a novel identification strategy, we show that these non-fundamental passive demand shifts i) lead to predictable upward price pressure, and ii) spill over to primary markets, causing lower issuing yield spreads, and firms engaging in debt market timing by substituting bank debt with bond financing. We show how SEC regulations and provisions affect the execution of passive strategies and their transmission to the real economy.
This figure plots the average passive fund ownership for investment-grade corporate bonds over the time-to-maturity. It's clear that there are three discontinuities around the 10-year, 5-year, and 3-year cutoffs.
[2] Non-Fundamental Demand Driven Loan renegotiation (03/2025)
with AJ Chen, Matthew Phillips, and Regina Wittenberg-Moerman
Abstract: We examine whether non-fundamental improvements in secondary market trading conditions lead to renegotiations of syndicated loans. Exploiting a regression discontinuity design around the LSTA 100 index reconstitution, we find that loans included in the index are five times more likely to receive interest-rate-reducing amendments relative to comparable loans just below the threshold. Utilizing the within-loan-package interest rate variation, we confirm that these renegotiations are not driven by borrowers’ fundamentals. The threat of refinancing likely drives this effect, as our findings are more pronounced when institutional credit supply is higher and when loans are not subject to call protections.
This figure plots the likelihood of having a rate-reducing amendments over the size rank. At the index inclusion threshold, there is clear discontinuity that indicate index included loans (red) are more likely to have rate-reducing renegotiation.
Abstract: Leveraging the around-the-clock high-frequency S&P 500 index futures data, we document a significant and robust market-wide spillover from individual large firms' earnings announcements. Such spillover highlights the role of firms' earnings news as a pivotal source of aggregate market information, on par with macroeconomic releases. We further show that the magnitude of earnings news spillover is a persistent firm characteristic associated with the firm's size and industry. To examine the systematic risk explanation for the earnings announcement premium, we extend the model of Savor and Wilson (2016) to allow firms' news to covey heterogeneous aggregate cash flow news. Consistent with the model's prediction, we find that firms with larger expected earnings spillovers earn higher abnormal returns during the announcement weeks. Therefore, our findings provide direct evidence supporting the systematic risk explanation for the earnings announcement premium.
This figure plots the abnormal volatility of S&P 500 index future around the large firms' earning announcements.
[4] Forecasting International Stock Market Variances (05/2024)
[SSRN]
with Geert Bekaert, and Nancy Xu
Abstract: We examine 320 different forecasting models for international monthly stock return volatilities, using high frequency realized variances and the implied option variance as the predictor variables. We evaluate linear and non-linear models, and logarithmic transformed and weighted least squares estimation approaches. A logarithmically transformed Corsi (2009) model combined with the option implied variance (``lm4_log") is robustly, across countries and time, among the best forecasting models. It also survives tests using panel models and international variables. When alternative models (such as models including negative returns) have better performance, the forecasts they generate are extremely highly correlated with those of the ``lm4_log" model.
This figure plots the estimated Variance Risk Premium (VRP) for Germany and Japan using different models