Randomization tests: Viable alternatives to normal curve tests
نویسندگان
چکیده
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...
متن کاملRandomization tests in language typology
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 f...
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Algorithms for relational learning and proposi-tional learning face different statistical challenges. In contrast to propositional learners, rela-tional learners often make statistical inferences about data that exhibit linkage and autocorrela-tion. Recent work has shown that these characteristics of relational data can bias inferences made by relational learners. In this paper, we develop a no...
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Conditional tests like two-sample permutation tests establish valid nite sample tests for large classes of nonparametric composite null hypotheses. In particular, we discuss the quality of various conditional distribution free tests in comparison to a (parametric) benchmark test. It is shown that they are often asymptotically e ective. This means that conditional tests are asymptotically equiva...
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Alternating Treatments Designs (ATD) with random assignment of the treatments to the measurement times provide very powerful single-case experiments. However, complete randomization might cause too many consecutive administrations of the same treatment to occur in the design. In order to exclude these possibilities, an ATD with restricted randomization can be used. In this article we provide a ...
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ژورنال
عنوان ژورنال: Behavior Research Methods, Instruments, & Computers
سال: 1989
ISSN: 0743-3808,1532-5970
DOI: 10.3758/bf03202823