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Stata: The language of choice for time-series analysis?

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  • Christopher F Baum

    ()
    (Boston College)

Abstract

This paper discusses the use of Stata for the analysis of time series and panel data. The evolution of time-series capabilities in Stata is reviewed. Facilities for data management, graphics, and econometric analysis from both official Stata and the user community are discussed. A new routine to provide moving-window regression estimates—rollreg—is described, and its use illustrated. Copyright 2005 by StataCorp LP.

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Bibliographic Info

Article provided by StataCorp LP in its journal Stata Journal.

Volume (Year): 5 (2005)
Issue (Month): 1 (March)
Pages: 46-63

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Handle: RePEc:tsj:stataj:v:5:y:2005:i:1:p:46-63

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Related research

Keywords: time-series analysis; time-series data; time-series modeling; moving-window regression; rolling regression;

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References

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  1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," United Kingdom Stata Users' Group Meetings 2003 02, Stata Users Group.
  2. Baum, Christopher F., 2004. "A review of Stata 8.1 and its time series capabilities," International Journal of Forecasting, Elsevier, vol. 20(1), pages 151-161.
  3. 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.
  4. 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.
  5. 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.
  6. Christopher F. Baum & John T. Barkoulas & Mustafa Caglayan, 1998. "Long memory or structural breaks: Can either explain nonstationary real exchange rates under the current float?," Boston College Working Papers in Economics 380, Boston College Department of Economics.
  7. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-36, July.
  8. 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.
  9. Christopher F. Baum, 2001. "Tests for stationarity of a time series," Stata Technical Bulletin, StataCorp LP, vol. 10(57).
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Citations

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Cited by:
  1. Nin Pratt, Alejandro & Yu, Bingxin, 2008. "An updated look at the recovery of agricultural productivity in Sub-Saharan Africa:," IFPRI discussion papers 787, International Food Policy Research Institute (IFPRI).
  2. Edwards, Jeffrey A. & Kasibhatla, Krishna, 2009. "Dynamic heterogeneity in cross-country growth relationships," Economic Modelling, Elsevier, vol. 26(2), pages 445-455, March.
  3. Cleomar Gomes da Silva & Flávio Vilela Vieira, 2014. "BRICS countries: real interest rates and long memory," Economics Bulletin, AccessEcon, vol. 34(1), pages 409-419.
  4. Naufal, George S & Genc, Ismail H., 2013. "Structural Change in MENA Remittance Flows," IZA Discussion Papers 7485, Institute for the Study of Labor (IZA).
  5. Baskaran, Thushyanthan, 2013. "Coalition governments, cabinet size, and the common pool problem: Evidence from the German states," European Journal of Political Economy, Elsevier, vol. 32(C), pages 356-376.
  6. Haucap, Justus & Heimeshoff, Ulrich & Jovanovic, Dragan, 2012. "Competition in Germany's minute reserve power market: An econometric analysis," DICE Discussion Papers 75, Heinrich‐Heine‐Universität Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
  7. Jaleta, Moti & Gebremedhin, Berhanu, 2009. "Price Cointegration Analyses of Food Crop Markets: The case of Wheat and Teff Commodities in Northern Ethiopia," 2009 Conference, August 16-22, 2009, Beijing, China 51049, International Association of Agricultural Economists.

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