Analysis was restricted to complete 14 day datasets preceding device interrogation (i.e. without any missing threshold measurements over the last 14 days) that were obtained at any timepoint during the 12 month follow-up.
For the purposes of this analysis, the last measured LVCM threshold from the 14 day dataset preceding the 1 month visit was recorded as a surrogate for the in-office manual threshold.
As well as masking those regions from the real promoter set, we recorded the positions of the masked sites and also masked the equivalent regions from (a) each of the 10,000 shuffled datasets, (b) the dataset of preceding 200-bp regions, and (c) the lists of conservation scores.
In what follows we shall refer to these collections of data derived from different instruments but collected in relation to the week preceding particular clinic visits as "datasets".
Furthermore, this chapter turns to the discussion of some of the concepts introduced in the preceding sections with an example dataset from a single-subject event-related fMRI experiment.
Brand X's suffering brand perception is further evidenced by revenues and earnings that missed Wall Street's expectations and a stock price that saw a 25% decline in the three months preceding the date of the dataset.
The priority dates associated with all individual first line as well as the majority of second line drugs in the dataset precede the critical date.
Using the filters and parameters described in the preceding paragraphs, we obtain a redundant dataset that we call the PRIMARY PRII) database.
As an application, we analyze the GAW16 simulated datasets as described in the preceding section.
For simulated data, we report results from both (1) single ML inference runs based on each of the 50 replicate protein datasets at each branch-length ratio increment, and (2) bootstrapping (N = 10) each of the 50 replicate datasets, as described in the preceding paragraph.
