(d) For each candidate variable (in row names of the matrix), check whether it exists in the dataset, with [ds].
As a hierarchy exists in the dataset, a multilevel methodology (MLM) is used to demonstrate the independent effects of the explanatory variables on health seeking behavior in the final models, the parameter estimates are exponentiated and interpreted as relative risks.
However, we realize that some problems also exist in the datasets, which will be addressed in our forthcoming technical reports.
However, there is minimal gene-wise overlap between these multi-gene biomarkers [ 20], and challenges exist in the datasets and analyses used to generate them [ 12].
when specifying time, some seasonal patterns work, i.e. Jan-Mar will select Jan-Mar of all years in the dataset, and Jan 1980-1990 will select Jan 1980 , Jan 1981 through Jan 1990(if those years exist in the dataset).
In the process of creating these maps, I geo-located villages and small towns in southern Haiti that did not previously exist in the dataset, and conducted predictive hotspot analyses to determine where the cholera outbreak may spread next.
One of the concerns is that when outliers exist in the dataset, they are easier to be distinguished from the crowd and their privacy is prone to be compromised.
Since our study focused on "healthy" individuals as identified by the exhaustive HMP screening and isolation protocols and because Propionibacterium represented only one out of a total of 16 skin genera involved in HGT analysis, we are confident that large-scale contamination does not exist in the dataset.
Another important factor in the training and the testing of the time-series prediction algorithms is the dimensionality of the datasets (i.e., the number of the features that exist in the dataset).
