Randomization tests in language typology
نویسندگان
چکیده
Two of the major assumptions that common statistical tests make about random sampling and distribution of the data are not tenable for most typological data. We suggest to use randomization tests, which avoid these assumptions. Randomization is applicable to frequency data, rank data, scalar measurements, and ratings, so most typological data can be analyzed with the same tools. We provided a free computer program, which also includes routines that help determine the degree to which a statistical conclusion is reliable or dependent on a few languages in the sample. DOI: https://doi.org/10.1515/LINGTY.2006.013 Posted at the Zurich Open Repository and Archive, University of Zurich ZORA URL: https://doi.org/10.5167/uzh-76542 Originally published at: Janssen, Dirk; Bickel, Balthasar; Zúñiga, Fernando (2006). Randomization tests in language typology. Linguistic Typology, 10(3):419-440. DOI: https://doi.org/10.1515/LINGTY.2006.013 Randomization tests in language typology DIRK P. JANSSEN, BALTHASAR BICKEL, and FERNANDO ZÚÑIGA Linguistic Typology 10 (2006), 419–44
منابع مشابه
Randomization tests -1- Randomization tests in language typology
Two of the major assumptions that statistical tests make (random sampling, distribution of the data) are not tenable for most typological data. We suggest to use randomization tests, which avoid these assumptions. Randomization is applicable to frequency data, rank data, scalar measurements and ratings, so most typological data can be analyzed with the same tools. We provided a free computer pr...
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