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Last updated: September 24,
2009
Research Interests
My research interests are in the areas of econometric
theory (Bayesian methods, identification issues, weak
instruments), time series econometrics (modeling
nonstationary data, state space models, structural change), financial econometrics
(modeling with high frequency data, testing financial models), empirical
macroeconomics (business cycle modeling, forecasting) and empirical international finance
(modeling and forecasting exchange rate behavior). Further details on
my published research is provided on my CV.
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Modeling Financial Time Series with S-PLUS,
Second Edition, with
Jiahui Wang, Springer-Verlag, December 2005.
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Modeling Financial Time Series with S-PLUS, with
Jiahui Wang, Springer-Verlag, October 2002.
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"Long Memory versus Structural Breaks in Modeling and
Forecasting Realized Volatility," with Kyongwook Choi and William Yu,
forthcoming in the Journal of International Money and Finance.
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"Postwar Slowdowns and Long-Run Growth: A Bayesian
Analysis of Structural Break Models," with Yi-Chi Chen, forthcoming
in Empirical Economics. Downloads:
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"Split-Sample Score Tests in
Linear Instrumental Variables Regression," with
Saraswata Chaudhuri, Thomas Richardson, and
James Robins, forthcoming in Econometric Theory.
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“Extracting a Robust U.S. Business Cycle Using a Time-Varying
Multivariate Model-Based Bandpass Filter,” with Drew Creal and Siem Jan
Koopman, forthcoming in Journal of Applied Econometrics.
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"A Comment on Weak Instrument Robust Tests in GMM and
the New Keynesian Phillips Curve," with Saraswata Chaudhuri,
forthcoming in the Journal of Business and Economic Statistics. Downloads:
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"A Structural Analysis of Price
Discovery Measures, with Bingcheng Yan. Forthcoming in the
Journal of Financial Markets. Downloads:
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"The Relationship between the
Beveridge-Nelson Decomposition and Unobserved Component Models with
Correlated Shocks," with Drew Creal and Kum Hwa
Oh, Journal of Econometrics (2009) Downloads:
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"Practical Issues in the Analysis of
GARCH Models". Handbook of Financial Time
Series, Springer-Verlag. July 2008. Downloads:
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"Long Memory and Structural Breaks in the Forward
Discount: An Empirical Investigation", with Kyongwook Choi, Journal of International Money and Finance,
2007.
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"Improved Inference in Weakly
Identified Instrumental Variables Regression," with Richard Startz and
Charles Nelson, in Frontiers in Analysis and Applied
Research: Essays in Honor of Peter C.B. Phillips, Cambridge
University Press, January 2006.
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"State Space Modeling in Macroeconomics and Finance Using
SsfPack in S+FinMetrics," with
Siem-Jan Koopman and Jiahui Wang, in State Space and
Unobserved Component Models: Theory and Applications, (edited by Andrew Harvey, Siem-Jan
Koopman and Neil Shepard) Cambridge University Press,
2004.
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"Why are Beveridge-Nelson and Unobserved Components
Decompositions of GDP so Different?", with James Morley and Charles
Nelson. Review of Economics and Statistics, May 2003.
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"Bayesian and Classical Approaches to Instrumental
Variables Regression", with Frank Kleibergen. Journal of
Econometrics, May 2003.
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"Predicting Stock Volatility Using After-Hours
Information," with Chun-Hung Chen and Wei-Choun Yu. January, 2009.
Downloads:
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"A New Method of Projection-Based Inference in GMM
with Weakly Identified Nuisance Parameters," (with Saraswata Chaudhuri).
December, 2008. Downloads
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"The effect of the great moderation on the
U.S. business cycle in a time-varying multivariate trend-cycle model,"
with Drew Creal and Siem Jan Koopman. August, 2008. Downloads:
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"Improved Small Sample Inference for Efficient Method
of Moments and Indirect Inference Estimators," with Veronika Czellar.
April, 2008. Downloads:
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"Trends of U.S. Emissions of Nitrogen Oxides
and Volatile Organic Compounds," with Nina S. Jones.
November, 2007. Downloads:
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"Implications of Two Measures
of Persistence for Correlation Between Permanent and Transitory Shocks
in U.S. Real GDP", with Daisuke Nagakura. January,
2007.
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"A Comparison of Univariate
Stochastic Volatility Models for U.S. Short Rates Using EMM Estimation,"
with Ying Gu. August, 2006. Downloads
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Evaluating Structural Models for the
U.S. Short Rate Using EMM and Particle Filters," with Drew Creal and
Ying Gu. August, 2006. Updated on March 21, 2007. Downloads:
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"The Clark Model with
Correlated Components," with Kum Hwa Oh. January, 2006. Downloads:
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"The Dynamics of Price Discovery,"
with Bingcheng Yan. April 2005. Updated on March
26, 2007. Downloads:
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"Analysis of High-Frequency Financial Data with
S-PLUS", with Bingchen Yan. November 2003. Downloads:
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paper: pdf
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S-PLUS script for examples in paper: HFAnalysis.ssc
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S-PLUS HF library: HFLibrary.SSC.
Note: some of the functions in the HF library require the FinMetrics
function diff.timeSeries and will not work without FinMetrics
loaded. I am working on a pure S-PLUS version of the library that
will work without FinMetrics.
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Data: eur_usd.zip,
TAQ_MSFT_GE.zip
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"Improved Inference for the Instrumental Variables
Estimator", with Charles Nelson and Richard Startz. October 2003. Downloads:
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"Time Variation and Structural Change in the
Forward Discount: Implications for the Forward Rate Unbiasedness
Hypothesis", with George Sakoulis. October 2002. Downloads:
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"Inference on Unit Roots and Trend Breaks in
Macroeconomic Time Series," with Chris Murray. October 1998.
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Short course on Analysis of High
Frequency Financial Time Series presented at the 11th Brazilian
Time Series and Econometrics Meeting (ESTE), July 31 - August 3, 2005.
Also presented at the University of Sao Paulo (USP), August 5 - August 9, 2005.
lecture 1 (overview of high frequency
data in finance)
lecture 2 (survey of realized
variance)
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ETH Zurich lectures on simulation based estimation of
probabilistic discrete choice models and continuous-time financial
models with examples in SPLUS. January 2004.
lectures 1-2 (choice models)
lectures 3-4 (continuous-time financial models)
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SEG Lisbon lectures on structrual change. April
2003.
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S-PLUS scripts
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lecture 1 (tests for structural change)
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lecture 2 (estimating linear models with structural
change)
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lecture 3 (time varying parameter models)
Grants
NSF SBIR Phase II DMI-0132076 "Next Generation
Component Software for Simulation-based Estimation and Inference".
Research conducted with Insightful Corporation. March 2002 - March 2004
NSF Grant SBR-9711301 "Improved Inference for
Instrumental Variables Estimation" (with Charles Nelson and Richard
Startz)
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