Using transaction-level data on foreign exchange (FX) forward contracts, we document large demand-driven heterogeneity in banks' dollar hedging costs. For identification, we exploit regulatory end-of-quarter reporting that penalizes banks' currency exposure with capital surcharges. Contracts...

• It is not widely emphasized in the literature that derivatives are complex random quantities which should, by custom, be characterized by their probability density functions. • It is understood that Black-Scholes style of derivatives pricing represents an expected value, i.e. the...

This paper uses deep learning to value derivatives. The approach is broadly applicable, and we use a call option on a basket of stocks as an example. We show that the deep learning model is accurate and very fast, capable of producing valuations a million times faster than traditional models. We...

This note presents an easily implemented, inexpensive, private sector innovation, a futures-friendly derivative (FFD) intended to compete with the unnecessarily credit-risky, dealer-traded, over-the-counter (OTC) derivatives, and their clumsy, expensive, government-mandated clearing...

Regulations impose idiosyncratic capital and funding costs for holding derivatives. Capital requirements are costly because derivatives desks are risky businesses; funding is costly in part because regulations increase the minimum funding tenor. Idiosyncratic costs mean no single measure makes...

This paper considers the realized returns of individual investors in warrants and leverage certificates. First, we derive a general formula that analytically decomposes the return into several economically meaningful components that are related to investor's trading behavior and the issuers'...

This paper is the first to analyze the joint determinants of premiums and spreads in structured financial products, while also focusing on issuers' hedging costs. We evaluate more than 396,000 single stock discount certificates on an intraday basis in the German secondary market. We find that...

We examine the impact of dynamic hedging demand of German option and discount certificate markets on the autocorrelation of German stock price changes. We theoretically model the demand of liquidity providers in the discount certificate market, a structured financial product with a concave...