Volume, volatility, and leverage: A dynamic analysis

G Tauchen, H Zhang, M Liu - Journal of Econometrics, 1996 - Elsevier
This paper uses dynamic impulse response analysis to investigate the interrelationships
among stock price volatility, trading volume, and the leverage effect. Dynamic impulse …

Can speculative trading explain the volume–volatility relation?

FD Foster, S Viswanathan - Journal of Business & Economic …, 1995 - Taylor & Francis
We derive a speculative trading model with endogenous informed trading that yields a
conditionally heteroscedastic time series for trading volume and the squared price changes …

Time-varying leverage effects

FM Bandi, R Renò - Journal of Econometrics, 2012 - Elsevier
Vast empirical evidence points to the existence of a negative correlation, named” leverage
effect”, between shocks to variance and shocks to returns. We provide a nonparametric …

Volatility estimation when the zero-process is nonstationary

C Francq, G Sucarrat - Journal of Business & Economic Statistics, 2022 - Taylor & Francis
Financial returns are frequently nonstationary due to the nonstationary distribution of zeros.
In daily stock returns, for example, the nonstationarity can be due to an upwards trend in …

Endogenous trading volume and momentum in stock-return volatility

CG Lamoureux, WD Lastrapes - Journal of Business & Economic …, 1994 - Taylor & Francis
This article examines the ability of volume data to shed light on the source of persistence in
stock-return volatility. A mixture model, in which a latent common factor restricts the joint …

Equity trading volume and volatility: Latent information arrivals and common long-run dependencies

T Bollerslev, D Jubinski - Journal of Business & Economic …, 1999 - Taylor & Francis
This article examines the behavior of equity trading volume and volatility for the individual
firms composing the Standard & Poor's 100 composite index. Using multivariate spectral …

Re-examining the asymmetric predictability of conditional variances: The role of sudden changes in variance

BT Ewing, F Malik - Journal of Banking & Finance, 2005 - Elsevier
The existence of “spillover effects” in financial markets is well documented and multivariate
time series techniques have been used to study the transmission of conditional variances …

Estimation of the continuous and discontinuous leverage effects

Y Aït-Sahalia, J Fan, RJA Laeven… - Journal of the …, 2017 - Taylor & Francis
This article examines the leverage effect, or the generally negative covariation between
asset returns and their changes in volatility, under a general setup that allows the log-price …

An empirical model of daily highs and lows

YW Cheung - International Journal of Finance & Economics, 2007 - Wiley Online Library
We construct an empirical model for daily highs and daily lows of US stock indexes based
on the intuition that highs and lows do not drift apart over time. Our empirical results show …

Volatility estimation and jump detection for drift–diffusion processes

S Laurent, S Shi - Journal of Econometrics, 2020 - Elsevier
The logarithmic prices of financial assets are conventionally assumed to follow a drift–
diffusion process. While the drift term is typically ignored in the infill asymptotic theory and …