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Sequence analysis with Stata

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Author Info

  • Christian Brzinsky-Fay

    ()
    (Wissenschaftszentrum Berlin)

  • Ulrich Kohler

    ()
    (Wissenschaftszentrum Berlin)

  • Magdalena Luniak

    ()
    (Wissenschaftszentrum Berlin)

Abstract

We describe a general strategy to analyze sequence data and introduce SQ-Ados, a bundle of Stata programs implementing the proposed strategy. The programs include several tools for describing and visualizing sequences as well as a Mata library to perform optimal matching using the Needleman – Wunsch algorithm. With these programs Stata becomes the first statistical package to offer a complete set of tools for sequence analysis. Copyright 2006 by StataCorp LP.

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Bibliographic Info

Article provided by StataCorp LP in its journal Stata Journal.

Volume (Year): 6 (2006)
Issue (Month): 4 (December)
Pages: 435-460

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Handle: RePEc:tsj:stataj:v:6:y:2006:i:4:p:435-460

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Related research

Keywords: sqclusterdat; sqclustermat; sqdes; sqindexplot; sqom; sqpar- coord; sqset; sqstatlist; sqstatsum; sqstattab1; sqstattab2; sqstattabsum; sqtab; sequence analysis; optimal matching; cluster analysis; panel data; longitudinal data; explorative data analysis; sequence index plot;

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Citations

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Cited by:
  1. Helena Corrales Herrero & Beatriz Rodríguez Prado, 2011. "El empleo a tiempo parcial entre los jóvenes: Puente o trampa," Investigaciones de Economía de la Educación volume 6, in: Antonio Caparrós Ruiz (ed.), Investigaciones de Economía de la Educación 6, edition 1, volume 6, chapter 42, pages 677-692 Asociación de Economía de la Educación.
  2. Nadiya Kelle, 2011. "Wandel von Erwerbsbeteilung westdeutscher Frauen nach der Erstgeburt: ein Vergleich der zwischen 1936 und 1965 geborenen Kohorten," SOEPpapers on Multidisciplinary Panel Data Research 406, DIW Berlin, The German Socio-Economic Panel (SOEP).
  3. MacEwan, Duncan & Howitt, Richard E., 2011. "Estimating Crop Rotations as Dynamic Cycles using Field Data," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103635, Agricultural and Applied Economics Association.
  4. Alexis Gabadinho & Gilbert Ritschard & Nicolas S Müller & Matthias Studer, . "Analyzing and Visualizing State Sequences in R with TraMineR," Journal of Statistical Software, American Statistical Association, vol. 40(i04).
  5. Thomas King, 2013. "A framework for analysing social sequences," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(1), pages 167-191, January.
  6. Julia Simonson & Laura Romeu Gordo & Nadiya Kelle, 2011. "The Double German Transformation: Changing Male Employment Patterns in East and West Germany," SOEPpapers on Multidisciplinary Panel Data Research 391, DIW Berlin, The German Socio-Economic Panel (SOEP).
  7. Peter Schneider & Dieter Sadowski, 2008. "The impact of New Public Management (NPM) instruments on PhD education," IAAEG Discussion Papers until 2011 200803, Institute of Labour Law and Industrial Relations in the European Union (IAAEU).
  8. Geoffrey Wodtke, 2013. "Duration and Timing of Exposure to Neighborhood Poverty and the Risk of Adolescent Parenthood," Demography, Springer, vol. 50(5), pages 1765-1788, October.
  9. ALBERT VERDÚ, Cecilia & DAVIA, María A., 2010. "Education And Labour Market Transitions Amongst Compulsory Education Graduates And School Dropouts," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 10(3).
  10. Langena, Nina & Klink, Jeanette & Hartmann, Monika, 2013. "Individualized or non-individualized IDM: What elicits consumer preferences best?," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150637, Agricultural and Applied Economics Association.
  11. Coulter, Rory & van Ham, Maarten, 2011. "Contextualised Mobility Histories of Moving Desires and Actual Moving Behaviour," IZA Discussion Papers 6146, Institute for the Study of Labor (IZA).
  12. Dylan Kneale & Ruth Lupton & Polina Obolenskaya & Richard D Wiggins, 2010. "A cross-cohort description of young people's housing experience in Britain over 30 years: An application of Sequence Analysis," DoQSS Working Papers 10-17, Department of Quantitative Social Science - Institute of Education, University of London.
  13. Olaf Groh-Samberg & Florian R. Hertel, 2011. "Laufbahnklassen: zur empirischen Umsetzung eines dynamisierten Klassenbegriffs mithilfe von Sequenzanalysen," SOEPpapers on Multidisciplinary Panel Data Research 374, DIW Berlin, The German Socio-Economic Panel (SOEP).
  14. MacEwan, Duncan & Howitt, Richard E., 2011. "An Empirical Model of Crop Rotations," 2011 Conference (55th), February 8-11, 2011, Melbourne, Australia 100581, Australian Agricultural and Resource Economics Society.

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