Measuring Polarization in High-Dimensional Data: Method and Application to Congressional Speech

No abstract is available for this paper.

• Publication year

  2016

• Venue

  Unknown venue

• Publication date

  2016-07-01

• Fields of study

  Computer Science, Political Science

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• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2006cited by this paper
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  1985influential reference
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  1981cited by this paper
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  1978cited by this paper
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  1976cited by this paper
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