A Bayesian approach to study design and analysis with type I error rate control for response variables of mixed types
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DOI: 10.1002/sim.9696
Abstract: There has been increased interest in the design and analysis of studies consisting of multiple response variables of mixed types. For example, in clinical trials, it is desirable to establish efficacy for a treatment effect… read more here.
Keywords: mixed types; variables mixed; bayesian approach; response ... See more keywords
Partial least squares regression with compositional response variables and covariates
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DOI: 10.1080/02664763.2020.1795813
Abstract: The common approach for regression analysis with compositional variables is to express compositions in log-ratio coordinates (coefficients) and then perform standard statistical processing in real ... read more here.
Keywords: compositional response; least squares; response variables; regression compositional ... See more keywords
A framework for measuring the effects of disturbance in restoration projects
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DOI: 10.1111/rec.13379
Abstract: Ecological resilience is widely acknowledged as a vital attribute of successful ecosystem restoration, with potential for restoration practice to contribute to this goal. Hence, defining common metrics of resilience to naturally occurring disturbances is essential… read more here.
Keywords: restoration projects; response variables; restoration; disturbance ... See more keywords