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Recovering a Basic Space from Issue Scales in R

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  • Poole, Keith T.
  • Lewis, Jeffrey B.
  • Rosenthal, Howard
  • Lo, James
  • Carroll, Royce

Abstract

basicspace is an R package that conducts Aldrich-McKelvey and Blackbox scaling to recover estimates of the underlying latent dimensions of issue scale data. We illustrate several applications of the package to survey data commonly used in the social sciences. Monte Carlo tests demonstrate that the procedure can recover latent dimensions and reproduce the matrix of responses at moderate levels of error and missing data.

Suggested Citation

  • Poole, Keith T. & Lewis, Jeffrey B. & Rosenthal, Howard & Lo, James & Carroll, Royce, 2016. "Recovering a Basic Space from Issue Scales in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 69(i07).
    • Handle: RePEc:jss:jstsof:v:069:i07
    DOI: http://hdl.handle.net/10.18637/jss.v069.i07
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    1. Yoshio Takane & Forrest Young & Jan Leeuw, 1977. "Nonmetric individual differences multidimensional scaling: An alternating least squares method with optimal scaling features," Psychometrika, Springer;The Psychometric Society, vol. 42(1), pages 7-67, March.
    2. Aldrich, John H. & McKelvey, Richard D., 1977. "A Method of Scaling with Applications to the 1968 and 1972 Presidential Elections," American Political Science Review, Cambridge University Press, vol. 71(1), pages 111-130, March.
    3. Anthony Downs, 1957. "An Economic Theory of Political Action in a Democracy," Journal of Political Economy, University of Chicago Press, vol. 65(2), pages 135-135.
    4. Poole, Keith & Lewis, Jeffrey B. & Lo, James & Carroll, Royce, 2011. "Scaling Roll Call Votes with wnominate in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i14).
    5. Martin, Andrew D. & Quinn, Kevin M., 2002. "Dynamic Ideal Point Estimation via Markov Chain Monte Carlo for the U.S. Supreme Court, 1953–1999," Political Analysis, Cambridge University Press, vol. 10(2), pages 134-153, April.
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    7. Herron, Michael C. & Lewis, Jeffrey B., 2007. "Did Ralph Nader Spoil Al Gore's Presidential Bid? A Ballot-Level Study of Green and Reform Party Voters in the 2000 Presidential Election," Quarterly Journal of Political Science, now publishers, vol. 2(3), pages 205-226, August.
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    Cited by:

    1. Fabian Gouret, 2021. "Empirical foundation of valence using Aldrich–McKelvey scaling," Review of Economic Design, Springer;Society for Economic Design, vol. 25(3), pages 177-226, September.

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