Relatively few data points were available, transport distances were assumed to be constant and the estimates exclude emissions that may arise as a consequence of increasing biomass utilisation.
We only assigned our own thresholds to data for which clustering by EM was not possible (i.e., when traits were measured qualitatively, or too few data points were available).
Alternately, neural network models performed generally better for fitting the data particularly when fewer data points were available to fit the models.
With a matched data set, which addressed the fact that fewer data points were available for NN analysis (5,210 instead of 10,444), the performance of our post-1999 model performance remained high (cross-validation R = 0.76) and was comparable with that across all observations.
Available data points are bracing.
With SimilarWeb PRO's App Analytics service, the company aims to differentiate itself from others by offering a few data points that aren't always available through other analytics products, including top keywords driving users to apps, popular keywords, and breakdowns of the channels and paths taken inside the app stores that help users discover apps.
Windows with fewer than 10 data points were discarded.
In cases where there were few data points available (for example, fluvastatin at all dose formulations, lovastatin at ≤10 mg/day, and pravastatin at >40 mg/day), there was considerable uncertainty (wide 95% credible intervals) around the observed treatment effects in sensitivity analyses.
Moreover, the few data points that would not be available in the EHR system prior to discharge (final discharge disposition, length of stay, and discharge diagnoses) could either be manually entered or inferred.
