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Topics in time series regression modeling

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Author Info
Christopher F. Baum () (Department of Economics, Boston College, Chestnut Hill, MA)

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Abstract

This talk will discuss the use of a number of Stata commands, some "official" and some user-contributed, in the context of working with time-series and panel data. Testing for endogeneity/exogeneity of regressors, heteroskedasticity in an instrumental variables context, and fitting regression models with ARMA errors will be considered, as well as a number of tests for stationarity of single or multiple time series, including stationarity in the presence of structural breaks.

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Publisher Info
Paper provided by Stata Users Group in its series United Kingdom Stata Users' Group Meetings 2004 with number 7.

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Date of creation: 30 Jun 2004
Date of revision: 26 Jul 2004
Handle: RePEc:boc:usug04:7

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Web page: http://www.stata.com/meeting/10uk
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This paper has been announced in the following NEP Reports: References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Christopher F. Baum & Vince Wiggins, 2001. "Utility for time series data," Stata Technical Bulletin, StataCorp LP, vol. 10(57). [Downloadable!]
  2. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," Boston College Working Papers in Economics 545, Boston College Department of Economics, revised 14 Feb 2003. [Downloadable!]
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  3. Baum, Christopher F. & Barkoulas, John T. & Caglayan, Mustafa, 1999. "Long memory or structural breaks: can either explain nonstationary real exchange rates under the current float?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(4), pages 359-376, November. [Downloadable!] (restricted)
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  4. Clemente, Jesus & Montanes, Antonio & Reyes, Marcelo, 1998. "Testing for a unit root in variables with a double change in the mean," Economics Letters, Elsevier, vol. 59(2), pages 175-182, May. [Downloadable!] (restricted)
  5. Christopher F. Baum, 2001. "Tests for stationarity of a time series," Stata Technical Bulletin, StataCorp LP, vol. 10(57). [Downloadable!]
  6. Christopher F. Baum, 2003. "A review of Stata 8.1 and its time series capabilities," Boston College Working Papers in Economics 581, Boston College Department of Economics. [Downloadable!]
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  7. Zivot, Eric & Andrews, Donald W K, 1992. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 251-70, July.
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  8. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178. [Downloadable!] (restricted)
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  9. Perron, Pierre & Vogelsang, Timothy J, 1992. "Nonstationarity and Level Shifts with an Application to Purchasing Power Parity," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 301-20, July.
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  10. Christopher F. Baum & Vince Wiggins, 2001. "Tests for long memory in a time series," Stata Technical Bulletin, StataCorp LP, vol. 10(57). [Downloadable!]
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Mohamad , Shahriari & Aliandrina, Dessy & Feng, Yan, 2005. "Human Errors in Decision Making," MPRA Paper 8171, University Library of Munich, Germany. [Downloadable!]
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