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Bayesian Analysis of Stochastic Volatility Models

by Eric Jacquier, Nicholas G. Polson, Peter E. Rossi , 1994
"... this article is to develop new methods for inference and prediction in a simple class of stochastic volatility models in which logarithm of conditional volatility follows an autoregressive (AR) times series model. Unlike the autoregressive conditional heteroscedasticity (ARCH) and gener- alized ARCH ..."
Abstract - Cited by 601 (26 self) - Add to MetaCart
ARCH (GARCH) models [see Bollerslev, Chou, and Kroner (1992) for a survey of ARCH modeling], both the mean and log-volatility equations have separate error terms. The ease of evaluating the ARCH likelihood function and the ability of the ARCH specification to accommodate the timevarying volatility

A Long-Memory Property of Stock Market Returns and a New Model

by Zhuanxin Ding, Clive W. J. Granger, Robert F. Engle - Journal of Empirical Finance , 1993
"... A ‘long memory ’ property of stock market returns is investigated in this paper. It is found that not only there is substantially more correlation between absolute returns than returns them-selves, but the power transformation of the absolute return lrfl ” also has quite high autocorrel-ation for lo ..."
Abstract - Cited by 631 (18 self) - Add to MetaCart
for long lags. It is possible to characterize lrfld to be ‘long memory ’ and this property is strongest when d is around 1. This result appears to argue against ARCH type specifications based upon squared returns. But our Monte-Carlo study shows that both ARCH type models based on squared returns and those

MULTIVARIATE GARCH MODELS: A SURVEY

by Luc Bauwens, Sébastien Laurent , Jeroen V. K. Rombouts
"... This paper surveys the most important developments in multivariate ARCH-type modelling. It reviews the model specifications and inference methods, and identifies likely directions of future research. ..."
Abstract - Cited by 285 (10 self) - Add to MetaCart
This paper surveys the most important developments in multivariate ARCH-type modelling. It reviews the model specifications and inference methods, and identifies likely directions of future research.

INCOME VARIANCE DYNAMICS AND HETEROGENEITY

by Costas Meghir, Luigi Pistaferri
"... Recent theoretical work has shown the importance of measuring microeconomic uncertainty for models of both general and partial equilibrium under imperfect insurance. In this paper the assumption of i.i.d. income innovations used in previous empirical studies is removed and the focus of the analysis ..."
Abstract - Cited by 242 (21 self) - Add to MetaCart
for education- and time-specific differences in the stochastic process for earnings and for measurement error. The conditional variance of the income shocks is modelled as a parsimonious ARCH process with both observable and unobserved heterogeneity. The empirical analysis is conducted on data drawn from

RESEARCH ARTICLE Identification of Aortic Arch-Specific Quantitative Trait Loci for Atherosclerosis by an Intercross of DBA/2J and 129S6

by Apolipoprotein E-deficient Mice, Yukako Kayashima, Natalia A. Makhanova, Kota Matsuki, Hirofumi Tomita, J. Bennett, Nobuyo Maeda
"... The genetic background of apolipoprotein E (apoE) deficient mice influences atherosclerot-ic plaque development. We previously reported three quantitative trait loci (QTL), Aath1– Aath3, that affect aortic arch atherosclerosis independently of those in the aortic root in a cross between C57BL6 apoEK ..."
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of apoptotic cells and modulate inflammation. A candidate gene for Aath5 is Stab2, the DBA allele of which is associated with 10 times higher plasma hyaluronan than the 129 allele. Overall, our identification of two new QTL that affect atherosclerosis in an aortic arch-specific manner further supports

The Quality of Market Volatility Forecasts Implied by S&P 100 Index Option Prices

by Jeff Fleming , 1997
"... This study examines the performance of the S&P100impliedvolatility as a forecast of future stockmarket volatility. The results indicate that the implied volatility is an upward biased forecast, but also that it contains relevantinformation regarding future volatility. The implied volatility domi ..."
Abstract - Cited by 101 (3 self) - Add to MetaCart
dominates the historical volatility rate in termsofex ante forecasting power, and its forecast error is orthogonal to parameters frequentlylinked to conditional volatility,including those employed invarious ARCH specifications. These findings suggest that a linear model which corrects for the implied

Estimation of Stochastic Volatility Models with Diagnostics

by A. Ronald Gallant, David Hsieh, George Tauchen - Journal of Econometrics , 1995
"... Efficient Method of Moments (EMM) is used to fit the standard stochastic volatility model and various extensions to several daily financial time series. EMM matches to the score of a model determined by data analysis called the score generator. Discrepancies reveal characteristics of data that stoch ..."
Abstract - Cited by 126 (11 self) - Add to MetaCart
that stochastic volatility models cannot approximate. The two score generators employed here are "Semiparametric ARCH" and "Nonlinear Nonparametric". With the first, the standard model is rejected, although some extensions are accepted. With the second, all versions are rejected

Architectural Reasoning in ArchJava

by Jonathan Aldrich , Craig Chambers - IN PROCEEDINGS OF THE 16TH EUROPEAN CONFERENCE ON OBJECT-ORIENTED PROGRAMMING , 2002
"... Software architecture is a crucial part of the specification of component-based systems. Reasoning about software architecture can aid design, program understanding, and formal analysis. However, existing approaches decouple implementation code from architecture, allowing inconsistencies, causing co ..."
Abstract - Cited by 44 (2 self) - Add to MetaCart
Software architecture is a crucial part of the specification of component-based systems. Reasoning about software architecture can aid design, program understanding, and formal analysis. However, existing approaches decouple implementation code from architecture, allowing inconsistencies, causing

Structure-based Mutagenic Analysis of Mechanism and Substrate Specificity in Mammalian Glycosyltransferases: Porcine ST3Gal-I

by Bojana Rakić, Francesco V. Rao, Karen Freimann, Warren Wakarchuk, Natalie C. J, Stephen G. Withers , 2013
"... niversity on M arch 5, 2016 ..."
Abstract - Cited by 3 (0 self) - Add to MetaCart
niversity on M arch 5, 2016

Continuity and discontinuity of behavioral inhibition and exuberance: Psychophysiological and behavioral influences across the first four years of life.

by Nathan A Fox , Heather A Henderson , Kenneth H Rubin , Susan D Calkins , Louis A Schmidt Fox , N Henderson , H Rubin , K Calkins , S D & Schmidt , L - Child Development, , 2001
"... Abstract: Four-month-old infants were screened (N = 433) for temperamental patterns thought to predict behavioral inhibition, including motor reactivity and the expression of negative affect. Those selected (N = 153) were assessed at multiple age points across the first 4 years of life for behavior ..."
Abstract - Cited by 124 (47 self) - Add to MetaCart
to specific affective states, Fox and his colleagues have found relations between EEG asymmetry and shyness in adults and reticence in children. Specifically, adults who rated themselves as high in shyness displayed right frontal EEG asymmetry The following study reports on two cohorts of infants, some
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