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This study utilised the dynamics of five time-varying models to estimate six essential features of financial return volatility that are relevant for robust risk management. These features include pronounced persistence, mean reversion,…

应用统计 · 统计学 2025-03-05 Richard T. A. Samuel , Charles Chimedza , Caston Sigauke

Economic models with input-output networks assume that firm or sector (unit) growth is driven by a weighted sum of trade partners' growth and an independently-drawn idiosyncratic shock. I show that the idiosyncratic risk assumption in a…

综合经济学 · 经济学 2022-08-03 Victor Sellemi

We analyze the relative price change of assets starting from basic supply/demand considerations subject to arbitrary motivations. The resulting stochastic differential equation has coefficients that are functions of supply and demand. We…

理论经济学 · 经济学 2020-08-26 Carey Caginalp , Gunduz Caginalp

Physical concepts developed to describe instabilities in traffic flows can be generalized in a way that allows one to understand the well-known instability of supply chains (the so-called ``bullwhip effect''). That is, small variations in…

统计力学 · 物理学 2007-05-23 Dirk Helbing

The paper proposes a framework for modeling and analysis of the dynamics of supply, demand, and clearing prices in power system with real-time retail pricing and information asymmetry. Real-time retail pricing is characterized by passing on…

系统与控制 · 计算机科学 2011-06-08 Mardavij Roozbehani , Munther A Dahleh , Sanjoy K Mitter

According to the volatility feedback effect, an unexpected increase in squared volatility leads to an immediate decline in the price-dividend ratio. In this paper, we consider the properties of stock price dynamics and option valuations…

证券定价 · 定量金融 2015-06-11 Juho Kanniainen , Robert Piché

The relationship between price volatilty and a market extremum is examined using a fundamental economics model of supply and demand. By examining randomness through a microeconomic setting, we obtain the implications of randomness in the…

数理金融 · 定量金融 2018-07-31 Carey Caginalp , Gunduz Caginalp

Using high frequency data, we have studied empirically the change of volatility, also called volatility derivative, for various time horizons. In particular, the correlation between the volatility derivative and the volatility realized in…

统计力学 · 物理学 2009-11-07 Gilles Zumbach , Paul Lynch

This paper presents a comparative analysis of univariate and multivariate GARCH-family models and machine learning algorithms in modeling and forecasting the volatility of major energy commodities: crude oil, gasoline, heating oil, and…

计量经济学 · 经济学 2024-05-31 Seulki Chung

In this paper, we contribute to the literature on energy market co-movement by studying its dynamics in the time-frequency domain. The novelty of our approach lies in the application of wavelet tools to commodity market data. A major part…

统计金融 · 定量金融 2012-01-24 Lukas Vacha , Jozef Barunik

We study the diffusion of shocks in the global financial cycle and global liquidity conditions to emerging and developing economies. We show that the classification according to their external trade patterns (as commodities' net exporters…

综合经济学 · 经济学 2021-12-09 Jorge Carrera , Gabriel Montes-Rojas , Fernando Toledo

Asymmetries in volatility spillovers are highly relevant to risk valuation and portfolio diversification strategies in financial markets. Yet, the large literature studying information transmission mechanisms ignores the fact that bad and…

综合金融 · 定量金融 2014-07-29 Jozef Barunik , Evzen Kocenda , Lukas Vacha

In the information-based approach to asset pricing the market filtration is modelled explicitly as a superposition of signals concerning relevant market factors and independent noise. The rate at which the signal is revealed to the market…

证券定价 · 定量金融 2010-09-21 Dorje C. Brody , Yan Tai Law

Demand flexibility can offset some of the variability introduced on the supply-side by variable renewable generation. However, most efforts (e.g. control of residential vehicle charging) focus on short durations -- typically on the scale of…

系统与控制 · 电气工程与系统科学 2025-05-12 Rina Davila Severiano , Constance Crozier , Mark O Malley

Transactive or market-based coordination strategies have recently been proposed for controlling the aggregate demand of a large number of electric loads. Such schemes offer operational benefits such as enforcing distribution feeder capacity…

系统与控制 · 计算机科学 2017-02-17 Md Salman Nazir , Ian A. Hiskens

Using intraday data for the cross-section of individual stocks, we show that both transitory and persistent fluctuations in realized market and average idiosyncratic volatility, skewness and kurtosis are differentially priced in the…

综合金融 · 定量金融 2024-03-05 Jozef Barunik , Josef Kurka

We examine how monetary shocks spread throughout an economic model characterized by sticky prices and general equilibrium, where the pricing strategies of firms are interlinked, fostering a mutually beneficial relationship. In this dynamic…

理论经济学 · 经济学 2024-04-01 Lambert Dong

Oil price data have a complicated multi-scale structure that may vary with time. We use time-frequency analysis to identify the main features of these variations and, in particular, the regime shifts. The analysis is based on a…

统计金融 · 定量金融 2019-05-01 Josselin Garnier , Knut Solna

We study the dynamical properties of human communication through different channels, i.e., short messages, phone calls, and emails, adopting techniques from neuronal spike train analysis in order to characterize the temporal fluctuations of…

物理与社会 · 物理学 2016-11-02 Takaaki Aoki , Taro Takaguchi , Ryota Kobayashi , Renaud Lambiotte

In this article we revisit the classic problem of tatonnement in price formation from a microstructure point of view, reviewing a recent body of theoretical and empirical work explaining how fluctuations in supply and demand are slowly…

交易与市场微观结构 · 定量金融 2008-12-02 Jean-Philippe Bouchaud , J. Doyne Farmer , Fabrizio Lillo