The first two screens are associated with the user 'input' where the data sources are specified, as well as the statistical methods that will be used to analyze each dataset.
For the Black Bass data this prior was specified as were: λ = 5, μ = 5, ρ = 1.
The interval of the moving average can be specified as smoothing factors in the data analyzer software.
Also, control data can be specified as an optional input, which is used to infer the statistical significance for detected motifs.
ATHCTS items, which had 6-category response options, were specified as categorical data for estimation in Mplus with the WLSMV estimator.
The last three data sets (2004, 2008, and 2012) are specified as the validation data and the rest are designated for training purposes.
In the absence of a pre-installed shared file system, the Swift filesystem was specified as local, where all data were staged from the site where Swift was executing from.
A feedback dataset was specified as (1) GP-specific data collected by GPs themselves (patient and colleague opinion; open book self-evaluated knowledge test; complaints) and (2) Externally collected practice-level data provided to GPs (clinical quality and prescribing safety).
Categorical data were specified as percentages (N = total sample size) and percentages (n/ N) where data were only available for a subset of the population.
For the centralized coordinated mode and the decentralized coordinated mode, the constraint on the number of transmit data streams is specified as follows: Lemma 1: For the centralized coordinated mode, the number of transmit data streams are bounded by L ≤ N t, l k ≤ n r ; for the decentralized coordinated mode, the number of transmit data streams are bounded by L ≤ n t, l k ≤ n r.
