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Sites with significant serial trends were further evaluated by relating explanatory environmental variables (e.g., streamflow, habitat, and water chemistry) to changes in assemblage composition.
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Temporal changes were identified using serial trend analysis.
Interestingly, the serial trend of residual risk showed that the residual risks of all three viruses increased in 2009/2010 compared to the previous study period (2008/2009).
After founding one of the biggest successes in Silicon Valley history Omidyar bucked the serial entrepreneur trend and turned to angel investing and do-gooding.
For our purposes, given that our primary interest concerns seasonality, whether we included latent serial correlation or trend, the estimates of the seasonal components were broadly similar across models and this renders our findings regarding seasonality robust in the presence of these largely statistical effects.
The responses obtained from response surface designs that are run sequentially often exhibit serial correlation or time trends.
HIV incidence can be assessed by evaluating seroconversion in longitudinal cohort studies, modeling trends in serial HIV prevalence, and applying back-calculation methods to AIDS/HIV surveillance data.
However, use of serial values to establish trends over time may be helpful.
The data were filtered to reduce seasonal trends and serial autocorrelation and adjusted for day of the week.
All such time series methods enable the effect of the event to be separated from general trends and serial dependencies in time, thereby enabling valid statistical inferences to be made about whether an intervention has had an effect on a time series.
To determine whether there was a trend in serial serum levels over time in a single subject, and to compare this trend between the two groups, a restricted maximum likelihood linear mixed model was used [ 49].
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