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Working Paper
End of an Era: The Coming Long-Run Slowdown in Corporate Profit Growth and Stock Returns
Smolyansky, Michael (2023-06-26)
I show that the decline in interest rates and corporate tax rates over the past three decades accounts for the majority of the period’s exceptional stock market performance. Lower interest expenses and corporate tax rates mechanically explain over 40 percent of the real growth in corporate profits from 1989 to 2019. In addition, the decline in risk-free rates alone accounts for all of the expansion in price-to-earnings multiples. I argue, however, that the boost to profits and valuations from ever-declining interest and corporate tax rates is unlikely to continue, indicating significantly ...
Finance and Economics Discussion Series , Paper 2023-041

Working Paper
Systemic Credit Risk Premium: Insights from Credit Derivatives Markets
Byun, Kiwoong; Kim, Baeho; Oh, Dong Hwan (2025-08-04)
This study examines the market-implied premiums for bearing systemic credit risk by analyzing credit derivatives on the CDX North American Investment Grade portfolio from September 2005 to March 2021. We construct systemic credit risk premium (SCRP) as the difference between the observed prices of multi-name super-senior tranches and their synthetic counterparts valued from historical asset correlations implied by single-name CDS spreads. Our findings show that the fitted SCRP surged during the 2007-2009 financial crisis, remained stable for a period, declined gradually after 2016, and spiked ...
Finance and Economics Discussion Series , Paper 2023-055r1

Working Paper
Mandatory Disclosure and Financial Contagion
Alvarez, Fernando; Barlevy, Gadi (2014-04-28)
This paper analyzes the welfare implications of mandatory disclosure of losses at financial institutions when it is common knowledge that some banks have incurred losses but not which ones. We develop a model that features contagion, meaning that banks not hit by shocks may still suffer losses because of their exposure to banks that are. In addition, we assume banks can profitably invest funds provided by outsiders, but will divert these funds if their equity is low. Investors thus value knowing which banks were hit by shocks to assess the equity of the banks they invest in. We find that when ...
Working Paper Series , Paper WP-2014-4

Working Paper
Bayesian Inference and Prediction of a Multiple-Change-Point Panel Model with Nonparametric Priors
Jensen, Mark J.; Fisher, Mark (2018-02-01)
Change point models using hierarchical priors share in the information of each regime when estimating the parameter values of a regime. Because of this sharing, hierarchical priors have been very successful when estimating the parameter values of short-lived regimes and predicting the out-of-sample behavior of the regime parameters. However, the hierarchical priors have been parametric. Their parametric nature leads to global shrinkage that biases the estimates of the parameter coefficient of extraordinary regimes toward the value of the average regime. To overcome this shrinkage, we model ...
FRB Atlanta Working Paper , Paper 2018-2

Report
Bank Economic Capital
Hirtle, Beverly; Plosser, Matthew (2025-03-01)
Conventional measures of bank solvency fail to account for the unique liquidity risks posed by deposits. Using public regulatory data, we develop a novel measure, economic capital, that jointly quantifies the impact of credit, liquidity, and market risk. We validate that economic capital is a more timely and accurate indicator of bank health than standard solvency measures. Using our framework, we examine the evolution of banking sector solvency and find that following the GFC low interest rates depressed economic capital even as liquidity and market risks grew. We conclude with several ...
Staff Reports , Paper 1144

Report
Intraday market making with overnight inventory costs
Vogt, Erik; Fleming, Michael J.; Zhang, Hongzhong; Capponi, Agostino; Adrian, Tobias (2016-10-01)
The U.S. Treasury market is highly intermediated by nonbank principal trading ﬁrms (PTFs). Limited capital forces PTFs to end the trading day roughly ﬂat. We construct a continuous time market making model to analyze the trade-oﬀ faced by a proﬁt-maximizing ﬁrm with overnight inventory costs, and develop closed-form representations of the optimal price policy functions. Our model reveals that bid-ask spreads widen as the end of the trading day approaches, and that increases in order arrival rates do not always lead to higher price volatility. Our empirical analysis shows that ...
Staff Reports , Paper 799

Working Paper
The Anatomy of Out-of-Sample Forecasting Accuracy
Rapach, David E.; Borup, Daniel; Goulet Coulombe, Philippe; Montes Schütte, Erik Christian; Schwenk-Nebbe, Sander (2022-11-07)
We develop metrics based on Shapley values for interpreting time-series forecasting models, including“black-box” models from machine learning. Our metrics are model agnostic, so that they are applicable to any model (linear or nonlinear, parametric or nonparametric). Two of the metrics, iShapley-VI and oShapley-VI, measure the importance of individual predictors in fitted models for explaining the in-sample and out-of-sample predicted target values, respectively. The third metric is the performance-based Shapley value (PBSV), our main methodological contribution. PBSV measures the ...
FRB Atlanta Working Paper , Paper 2022-16

Report
Simple and reliable way to compute option-based risk-neutral distributions
Malz, Allan M. (2014-06-01)
This paper describes a method for computing risk-neutral density functions based on the option-implied volatility smile. Its aim is to reduce complexity and provide cookbook-style guidance through the estimation process. The technique is robust and avoids violations of option no-arbitrage restrictions that can lead to negative probabilities and other implausible results. I give examples for equities, foreign exchange, and long-term interest rates.
Staff Reports , Paper 677

Working Paper
Central Bank Credibility During COVID-19: Evidence from Japan
Christensen, Jens H. E.; Spiegel, Mark M. (2022-08-02)
Japanese realized and expected inflation has been below the Bank of Japan’s two percent target for many years. We examine the impact of announcements of expansionary monetary and fiscal policy under COVID-19 on inflation expectations from an arbitrage-free term structure model of nominal and real yields. We find that both types of policies failed to lift inflation expectations, which instead declined notably over the pandemic period and are projected to only slowly revert back to Bank of Japan target levels. Our results therefore illustrate the challenges faced in raising well-anchored low ...
Working Paper Series , Paper 2021-24

Working Paper
Monetary policy surprises, positions of traders, and changes in commodity futures prices
Gospodinov, Nikolay; Jamali, Ibrahim (2013-11-01)
Using futures data for the period 1990?2008, this paper finds evidence that expansionary monetary policy surprises tend to increase crude and heating oil prices, and contractionary monetary policy shocks increase gold and platinum prices. Our analysis uncovers substantial heterogeneity in the magnitude of this response to positive and negative surprises across different commodities and commodity groups. The results also suggest that the positions of futures traders for the metals and energy commodities strongly respond to monetary policy shocks. The adjustment of the net long positions of ...
FRB Atlanta Working Paper , Paper 2013-12

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