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  • All HBS Web  (10)
    • Research  (8)
  • Faculty Publications  (8)

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  • All HBS Web  (10)
    • Research  (8)
  • Faculty Publications  (8)
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  • July 1985 (Revised February 1987)
  • Background Note

Autoregressive Models and Autocorrelated Errors

By: Arthur Schleifer Jr.
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Schleifer, Arthur, Jr. "Autoregressive Models and Autocorrelated Errors." Harvard Business School Background Note 186-032, July 1985. (Revised February 1987.)
  • Research Summary

Heteroskedasticity Autocorrelation Consistent Covariance Matrix Estimation with Wavelets

I propose a new HAC estimator based on the wavelet representation of the spectral density.  Whereas kernel-based HAC estimators [e.g. Newey West (1987) Andrews (1991)] have a fixed bandwidth, a wavelet estimator has bandwidths that vary across wavelet resolution... View Details
  • Research Summary

Optimal Heteroskedasticity Autocorrelation Consistent Covariance Estimators for GMM Weighting Matrices

This paper considers the optimal bias-variance tradeoff for estimators of the long run covariance matrix used to generate GMM weighting matrices in time series contexts.  Minimum MSE HAC estimators do not yield minimum MSE GMM estimators.  Instead, achieving... View Details
  • November 1996
  • Article

Localized Autocorrelation Diagnostic Statistic for Sociological Models: Times-series, Network, and Spatial Datasets

By: C. I. Nass and Y. Moon
Keywords: Society; Analytics and Data Science; Information
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Nass, C. I., and Y. Moon. "Localized Autocorrelation Diagnostic Statistic for Sociological Models: Times-series, Network, and Spatial Datasets." Sociological Methods & Research 25, no. 2 (November 1996): 223–247.
  • Article

Consistent Covariance Matrix Estimation with Cross-Sectional Dependence and Heteroskedasticity in Cross-Sectional Financial Data

By: K. A. Froot
Keywords: Econometrics; Panel Estimation; Autocorrelation; Heteroskedasticity; Mathematical Methods; Economics
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Froot, K. A. "Consistent Covariance Matrix Estimation with Cross-Sectional Dependence and Heteroskedasticity in Cross-Sectional Financial Data." Journal of Financial and Quantitative Analysis 24, no. 3 (September 1989): 333–355. (Revised from NBER Technical Working Paper No. 62.)
  • September – October 2007
  • Article

Trading Patterns and Excess Comovement of Stock Returns

By: Robin Greenwood and Nathan Sosner
n April 2000, 30 stocks were replaced in the Nikkei 225 Index. The unusually broad index redefinition allowed for a study of the effects of index-linked trading on the excess comovement of stock returns. A large increase occurred in the correlation of trading volume of... View Details
Keywords: Stocks; Investment Return; Market Transactions; Mathematical Methods
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Greenwood, Robin, and Nathan Sosner. "Trading Patterns and Excess Comovement of Stock Returns." Financial Analysts Journal 63, no. 5 (September–October 2007): 69–81.
  • Article

The Global Rise of Democracy: A Network Account

By: Magnus Thor Torfason and Paul Ingram
We examine the influence of an interstate network created by intergovernmental organizations (IGOs) on the global diffusion of democracy. We propose that IGOs facilitate this diffusion by transmitting information between their member states and by interpreting that... View Details
Keywords: International Relations; Networks; Society; Transformation; Power and Influence; Country; Globalization
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Torfason, Magnus Thor, and Paul Ingram. "The Global Rise of Democracy: A Network Account." American Sociological Review 75, no. 3 (June 2010): 355–77.
  • 26 Jun 2007
  • First Look

First Look: June 26, 2007

replacement, daily index return betas of the additions rose by an average of 0.45, while the index return beta of the deleted stocks fell by an average of 0.63. We predict changes in autocorrelations and cross-serial correlations of... View Details
Keywords: Martha Lagace
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