Causal Inference in Conjoint Analysis: Understanding Multidimensional Choices via Stated Preference Experiments

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Political Analysis

• Publication date

  2013-11-05

• Fields of study

  Political Science, Psychology

• Identifiers
  DOI 10.1093/pan/mpt024
• 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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  2013cited by this paper
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  2012cited by this paper
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  2012influential reference
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  2012cited by this paper
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  2012cited by this paper
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  2012cited by this paper
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  2011cited by this paper
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  2011cited by this paper
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  2011cited by this paper
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  2011cited by this paper
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  2010cited by this paper
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  2010influential reference
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  2010cited by this paper
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  2010cited by this paper
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  2010cited by this paper
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  2010cited by this paper
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  2010influential reference
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  2009cited by this paper
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  2009cited by this paper
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  2009cited by this paper
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  2008cited by this paper
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  2006cited by this paper
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  1997cited by this paper
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  1997cited by this paper
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  1996cited by this paper
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  1994cited by this paper
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  1990cited by this paper
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  1990cited by this paper
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  1990cited by this paper
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  1988cited by this paper
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  1985cited by this paper
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  1982cited by this paper
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  1980cited by this paper
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  1977cited by this paper
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  1972cited by this paper
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  1961cited by this paper
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  1960cited by this paper
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  1958cited by this paper
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  1936cited by this paper
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