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680 Results

Quantum Monte Carlo for Economics: Stress Testing and Macroeconomic Deep Learning

Using the quantum Monte Carlo algorithm, we study whether quantum computing can improve the run time of economic applications and challenges in doing so. We apply the algorithm to two models: a stress testing bank model and a DSGE model solved with deep learning. We also present innovations in the algorithm and benchmark it to classical Monte Carlo.

Public and Private Money Creation for Distributed Ledgers: Stablecoins, Tokenized Deposits, or Central Bank Digital Currencies?

Staff Working Paper 2024-35 Jonathan Chiu, Cyril Monnet
This paper explores the implications of introducing digital public and private monies (e.g. tokenized central bank digital currency [CBDC] or tokenized deposits) for stablecoins and illicit crypto transactions.

Competing Currencies in the Laboratory

Staff Working Paper 2017-53 Janet Hua Jiang, Cathy Zhang
We investigate competition between two intrinsically worthless currencies as a result of decentralized interactions between human subjects. We design a laboratory experiment based on a simple two-country, two-currency search model to study factors that affect circulation patterns and equilibrium selection.
Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): C, C9, C92, D, D8, D83, E, E4, E40

Option Valuation with Observable Volatility and Jump Dynamics

Staff Working Paper 2015-39 Peter Christoffersen, Bruno Feunou, Yoontae Jeon
Under very general conditions, the total quadratic variation of a jump-diffusion process can be decomposed into diffusive volatility and squared jump variation. We use this result to develop a new option valuation model in which the underlying asset price exhibits volatility and jump intensity dynamics.
Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing JEL Code(s): G, G1, G12

Constrained Efficiency with Adverse Selection and Directed Search

Staff Working Paper 2017-15 Mohammad Davoodalhosseini
Constrained efficient allocation (CE) is characterized in a model of adverse selection and directed search (Guerrieri, Shimer, and Wright (2010)). CE is defined to be the allocation that maximizes welfare, the ex-ante utility of all agents, subject to the frictions of the environment.

A Policy Model to Analyze Macroprudential Regulations and Monetary Policy

Staff Working Paper 2014-6 Sami Alpanda, Gino Cateau, Césaire Meh
We construct a small-open-economy, New Keynesian dynamic stochastic general-equilibrium model with real-financial linkages to analyze the effects of financial shocks and macroprudential policies on the Canadian economy. Our model has four key features.
Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial system regulation and policies JEL Code(s): E, E1, E17, E3, E32, E4, E44, F, F4, F41
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