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pro vyhledávání: '"Sartori Nicola"'
Testing the equality of mean vectors across $g$ different groups plays an important role in many scientific fields. In regular frameworks, likelihood-based statistics under the normality assumption offer a general solution to this task. However, the
Externí odkaz:
http://arxiv.org/abs/2403.07679
Thanks to its favorable properties, the multivariate normal distribution is still largely employed for modeling phenomena in various scientific fields. However, when the number of components $p$ is of the same asymptotic order as the sample size $n$,
Externí odkaz:
http://arxiv.org/abs/2107.09418
Publikováno v:
Statistica Sinica, 2023 Jan 01. 33(2), 1069-1091.
Externí odkaz:
https://www.jstor.org/stable/27249952
A composite likelihood is a non-genuine likelihood function that allows to make inference on limited aspects of a model, such as marginal or conditional distributions. Composite likelihoods are not proper likelihoods and need therefore calibration fo
Externí odkaz:
http://arxiv.org/abs/2104.01920
Directional tests to compare incomplete undirected graphs are developed in the general context of covariance selection for Gaussian graphical models. The exactness of the underlying saddlepoint approximation is proved for chordal graphs and leads to
Externí odkaz:
http://arxiv.org/abs/2103.15394
Negative binomial regression is commonly employed to analyze overdispersed count data. With small to moderate sample sizes, the maximum likelihood estimator of the dispersion parameter may be subject to a significant bias, that in turn affects infere
Externí odkaz:
http://arxiv.org/abs/2011.02784
Inference about a scalar parameter of interest typically relies on the asymptotic normality of common likelihood pivots, such as the signed likelihood root, the score and Wald statistics. Nevertheless, the resulting inferential procedures are known t
Externí odkaz:
http://arxiv.org/abs/2010.16186
In numerous regular statistical models, median bias reduction (Kenne Pagui et al., 2017) has proven to be a noteworthy improvement over maximum likelihood, alternative to mean bias reduction. The estimator is obtained as solution to a modified score
Externí odkaz:
http://arxiv.org/abs/2004.08630