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- W4366990176 abstract "Abstract In linear mixed-effects models, random effects are necessary, especially if the data has two sources of variation. As a result of the importance of random effects, various studies focused on testing the need for random effects. This topic is challenging, and several studies have been proposed for testing a subset of random effects using various approaches to tackling challenges with this problem. Existing tests involve the exact F-test, and other resampling-based tests. In this article, we conduct simulation studies to examine the size and the power of many of the recent tests for a subset of variance components in linear mixed-effects models. The study highlights the tests with the highest empirical power under some commonly used configurations." @default.
- W4366990176 created "2023-04-27" @default.
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- W4366990176 date "2023-04-25" @default.
- W4366990176 modified "2023-10-08" @default.
- W4366990176 title "Testing a subset of random effects in linear mixed models A comparative study" @default.
- W4366990176 doi "https://doi.org/10.21203/rs.3.rs-2851239/v1" @default.
- W4366990176 hasPublicationYear "2023" @default.
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