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Several studies have focused on the Realized Range Volatility, an estimator of the quadratic variation of financial prices, taking into account the impact of microstructure noise and jumps. However, none has considered direct modeling and…

应用统计 · 统计学 2014-10-28 Giovanni Bonaccolto , Massimiliano Caporin

This paper examines quantile dependence between international stock markets and evaluates its use for improving volatility forecasting. First, we analyze quantile dependence and directional predictability between the US stock market and…

统计金融 · 定量金融 2016-08-26 Heejoon Han

We employ model predictive control for a multi-period portfolio optimization problem. In addition to the mean-variance objective, we construct a portfolio whose allocation is given by model predictive control with a risk-parity objective,…

投资组合管理 · 定量金融 2021-03-22 Xiaoyue Li , A. Sinem Uysal , John M. Mulvey

The cross-correlation matrix of daily returns of stock market indices in a diverse set of 37 countries worldwide was analyzed. Comparison of the spectrum of this matrix with predictions of random matrix theory provides an empirical evidence…

统计力学 · 物理学 2009-11-07 Sergei Maslov

Electricity price forecasting has become a critical tool for decision-making in energy markets, particularly as the increasing penetration of renewable energy introduces greater volatility and uncertainty. Historically, research in this…

统计金融 · 定量金融 2025-11-11 Ciaran O'Connor , Mohamed Bahloul , Steven Prestwich , Andrea Visentin

Using a panel of 102 countries from PWT 10.0 covering 1970-2019, we examine the veracity of the assumption that a time-homogeneous, first-order process describes the evolution of the cross-country distribution of per capita output, an…

综合经济学 · 经济学 2025-06-10 Davide Fiaschi , Paul Johnson

There is convincing evidence showing that the probability distributions of stock returns in mature markets exhibit power-law tails and both the positive and negative tails conform to the inverse cubic law. It supports the possibility that…

统计金融 · 定量金融 2015-03-13 Guo-Hua Mu , Wei-Xing Zhou

Diversification return is an incremental return earned by a rebalanced portfolio of assets. The diversification return of a rebalanced portfolio is often incorrectly ascribed to a reduction in variance. We argue that the underlying source…

投资组合管理 · 定量金融 2011-09-07 Scott Willenbrock

Drawing on recent contributions inferring financial interconnectedness from market data, our paper provides new insights on the evolution of the US financial industry over a long period of time by using several tools coming from network…

物理与社会 · 物理学 2018-07-04 Yérali Gandica , Marco Valerio Geraci , Sophie Béreau , Jean-Yves Gnabo

We introduce an auto-regressive model which captures the growing nature of realistic markets. In our model agents do not trade with other agents, they interact indirectly only through a market. Change of their wealth depends, linearly on…

综合金融 · 定量金融 2009-07-28 Urna Basu , P. K. Mohanty

We compare the probability distribution of returns for the three major stock-market indexes (Nasdaq, S&P500, and Dow-Jones) with an analytical formula recently derived by Dragulescu and Yakovenko for the Heston model with stochastic…

强关联电子 · 物理学 2007-05-23 A. Christian Silva , Victor M. Yakovenko

This study estimates the risk contributions of individual European countries regarding the indemnity payments in agricultural insurance. We model the total risk exposure as an insurance portfolio where each country is unique in terms of its…

综合经济学 · 经济学 2020-03-13 Osman Gulseven , Kasirga Yildirak

This note investigates the causes of the quality anomaly, which is one of the strongest and most scalable anomalies in equity markets. We explore two potential explanations. The "risk view", whereby investing in high quality firms is…

投资组合管理 · 定量金融 2016-01-19 Jean-Philippe Bouchaud , Stefano Ciliberti , Augustin Landier , Guillaume Simon , David Thesmar

Expected Shortfall (ES) is the average return on a risky asset conditional on the return being below some quantile of its distribution, namely its Value-at-Risk (VaR). The Basel III Accord, which will be implemented in the years leading up…

经济学 · 定量金融 2017-07-18 Andrew J. Patton , Johanna F. Ziegel , Rui Chen

We propose a new variational approximation of the joint posterior distribution of the log-volatility in the context of large Bayesian VARs. In contrast to existing approaches that are based on local approximations, the new proposal provides…

计量经济学 · 经济学 2022-06-20 Joshua C. C. Chan , Xuewen Yu

Portfolio optimization methods suffer from a catalogue of known problems, mainly due to the facts that pair correlations of asset returns are unstable, and that extremal risk measures such as maximum drawdown are difficult to predict due to…

投资组合管理 · 定量金融 2022-05-20 Jan Rosenzweig

We develop a machine-learning-based method, Principal Smooth-Dynamics Analysis (PriSDA), to identify patterns in economic development and to automate the development of new theory of economic dynamics. Traditionally, economic growth is…

物理与社会 · 物理学 2018-12-11 Charles D. Brummitt , Andres Gomez-Lievano , Ricardo Hausmann , Matthew H. Bonds

Dividend yields have been widely used in previous research to relate stock market valuations to cash flow fundamentals. However, this approach relies on the assumption that dividend yields are stationary. Due to the failure to reject the…

投资组合管理 · 定量金融 2020-01-17 Vassilis Polimenis , Ioannis Neokosmidis

Mining 29,000 accounting ratios for t-statistics $> 2.0$ leads to cross-sectional return predictability similar to the peer review process. For both, $\approx50\%$ of predictability remains after the original sample periods. This finding…

综合金融 · 定量金融 2026-01-01 Andrew Y. Chen , Alejandro Lopez-Lira , Tom Zimmermann

It has been assumed that arbitrage profits are not possible in efficient markets, because future prices are not predictable. Here we show that predictability alone is not a sufficient measure of market efficiency. We instead propose to…

统计力学 · 物理学 2009-11-10 R. Rothenstein , K. Pawelzik