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AAPOR Report on Big Data

Author

Listed:
  • Task Force Members Include: Lilli Japec
  • Frauke Kreuter
  • Marcus Berg
  • Paul Biemer
  • Paul Decker
  • Cliff Lampe
  • Julia Lane
  • Cathy O'Neil
  • Abe Usher

Abstract

In recent years we have seen an increase in the amount of statistics in society describing different phenomena based on so called Big Data.

Suggested Citation

  • Task Force Members Include: Lilli Japec & Frauke Kreuter & Marcus Berg & Paul Biemer & Paul Decker & Cliff Lampe & Julia Lane & Cathy O'Neil & Abe Usher, "undated". "AAPOR Report on Big Data," Mathematica Policy Research Reports 4eb9b798fd5b42a8b53a9249c, Mathematica Policy Research.
    • Handle: RePEc:mpr:mprres:4eb9b798fd5b42a8b53a9249c7661dd8
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    File URL: https://www.mathematica.org/-/media/publications/pdfs/bigdatataskforcereport.pdf
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    References listed on IDEAS

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    1. repec:mpr:mprres:8169 is not listed on IDEAS
    2. repec:mpr:mprres:8164 is not listed on IDEAS
    3. Evans, David S, 1987. "Tests of Alternative Theories of Firm Growth," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 657-674, August.
    4. Fan, Jianqing & Liao, Yuan, 2012. "Endogeneity in ultrahigh dimension," MPRA Paper 38698, University Library of Munich, Germany.
    5. Donohue, John J & Wolfers, Justin, 2006. "Uses and Abuses of Empirical Evidence in the Death Penalty Debate," CEPR Discussion Papers 5493, C.E.P.R. Discussion Papers.
    6. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    7. Sergio I. Prada & Claudia González-Martínez & Joshua Borton & Johannes Fernandes-Huessy & Craig Holden & Elizabeth Hair & and Tim Mulcahy, 2011. "Avoiding Disclosure of Individually Identifiable Health Information," SAGE Open, , vol. 1(3), pages 21582440114, October.
    8. Prasanna Tambe & Lorin M. Hitt, 2012. "The Productivity of Information Technology Investments: New Evidence from IT Labor Data," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 599-617, September.
    9. Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
    10. Prada, Sergio I & Gonzalez, Claudia & Borton, Joshua & Fernandes-Huessy, Johannes & Holden, Craig & Hair, Elizabeth & Mulcahy, Tim, 2011. "Avoiding disclosure of individually identifiable health information: a literature review," MPRA Paper 35463, University Library of Munich, Germany.
    11. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
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    Cited by:

    1. Keller Andrew & Mule Vincent T. & Morris Darcy Steeg & Konicki Scott, 2018. "A Distance Metric for Modeling the Quality of Administrative Records for Use in the 2020 U.S. Census," Journal of Official Statistics, Sciendo, vol. 34(3), pages 599-624, September.

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    Keywords

    AAPOR; Big Data;

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