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How background area is defined and samples collected are shown to impact the shape and location of the probability density function that in turn affects the estimation and precision of associated distributional parameters.
Nonetheless, this paradigm and associated distributional shifts gain support from several lines of inference, including the success of ecological niche models in predicting geographical distributions, most notably in reciprocal comparisons between the Last Glacial Maximum (based on fossils) and the present [ 21, 22].
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When viewed in light of the biogeography of the species, our patterns imply that perhaps the evolutionary changes in ontogenetic trajectories are associated with specific distributional changes of the species, such as founder events or the colonization of new habitats.
The Bayesian bootstrap (BB) is quite similar to conventional frequentist bootstrap (Efron 1979), except that it provides a method for simulating the posterior distribution of the parameters of interest rather than the sampling distribution of parameters of interest, and as such, is more robust to violations of distributional assumptions associated with the posterior distribution.
We (loosely) refer to the analysis as distribution free because it does not include distributional assumptions associated with a test statistic.
These external and internal developments changed the nature of the distributional conflict associated with trade policy.
We explore the distributional consequences associated with a range of hypothetical GP copayment scenarios using nationally-representative Australian survey data.
There are no underlying distributional assumptions associated with this technique, it is entirely data-driven, but it is possible to make an ad-hoc assessment of the goodness of fit by measuring the within class sum of square differences from class means.
Understanding the phylogeny of this group improves interpretation of classical ecological work on competition, distributional changes associated with climate change, and the morphological evolution of complex cirripede phenotypes.
None of these scaling solutions, however, have been shown to wholly resolve the distributional problems associated with the cross-sectional measurement of TS and PS.
Previous biological and ecological studies suggested a considerable diversity of physiological responses of C. sinicus to different environment conditions as well as distributional variations associated with monsoon, coastal currents, and temperature [ 23– 25].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com