Articles with "binary responses" as a keyword



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Locally D-optimal Designs for Binary Responses in the Presence of Factorial Effects

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Published in 2020 at "Journal of Statistical Theory and Practice"

DOI: 10.1007/s42519-020-0085-0

Abstract: We consider the problem of finding D-optimal designs for certain generalized linear models (GLMs). In particular, we study GLMs with factorial effects and one continuous covariate. The factorial effects include both main effects and interactions,… read more here.

Keywords: responses presence; binary responses; designs binary; locally optimal ... See more keywords
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Marginal models for the association structure of hierarchical binary responses

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Published in 2017 at "Journal of Applied Statistics"

DOI: 10.1080/02664763.2016.1238042

Abstract: ABSTRACT Clustered binary responses are often found in ecological studies. Data analysis may include modeling the marginal probability response. However, when the association is the main scientific focus, modeling the correlation structure between pairs of… read more here.

Keywords: association structure; models association; binary responses; association ... See more keywords