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Published in 2019 at "Journal of the Korean Statistical Society"
DOI: 10.1016/j.jkss.2018.11.005
Abstract: Abstract It is illustrated in this paper that hypothesis testing procedures can be derived based on the penalized likelihood approach. Based on this point of view, many traditional hypothesis tests, including the two-sample mean test,…
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Keywords:
likelihood approach;
penalized likelihood;
likelihood;
hypothesis testing ... See more keywords
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Published in 2019 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2021.1888740
Abstract: Linear mixed-effects models are widely used in analyzing clustered or repeated measures data. We propose a quasi-likelihood approach for estimation and inference of the unknown parameters in linear mixed-effects models with high-dimensional fixed effects. The…
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Keywords:
likelihood approach;
effects models;
inference;
mixed effects ... See more keywords
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Published in 2023 at "Applied Psychological Measurement"
DOI: 10.1177/01466216231151702
Abstract: Test equating is a statistical procedure to make scores from different test forms comparable and interchangeable. Focusing on an IRT approach, this paper proposes a novel method that simultaneously links the item parameter estimates of…
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Keywords:
response theory;
approach item;
item;
approach ... See more keywords
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Published in 2020 at "Economics"
DOI: 10.5018/economics-ejournal.ja.2020-14
Abstract: Abstract The authors replicate and extend the Monte Carlo experiment presented in Doz, Giannone and Reichlin (A Quasi-Maximum Likelihood Approach For Large, Approximate Dynamic Factor Models, Review of Economics and Statistics, 2012) on alternative (time-domain…
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Keywords:
maximum likelihood;
quasi maximum;
replication;
economics ... See more keywords