However, the data generated from this process are extremely large and biologist-friendly tools with which to analyze it are sorely lacking.
The main themes in the data resulting from this process are reported on in the results section of this article within "why" and "how" categories consistent with the research question followed by a discussion and analysis of these themes using Fidler's conceptualizations and Kingdon's model.
The result indicated that 50 sequences were the best [final data sets selected from this process are in Additional Files 2- 10.
The complete data set generated from this process is then used for model development and the identification of interactions.
One partition is removed and used as test set and the model is created from the remaining data points, this process is repeated 10 times.
Following the pilot study, the civil registration number of the enrolled patients was used to link data with available diabetes data from the DDDA (this process is described in detail in Thomsen et al 4).
We called the result from this process is B2 data.
The esterification reaction was monitored by measuring the distilled water as a function of time and from these data the modeling of this process was carried out.
The cross-validation approach used by Rahman et al 7 and Teklehaimanot et al 9 excluded 1 year of data at a time, the model was fit to the remaining data, forecast errors (prediction residuals) were computed using data from the missing year and then this process was repeated for subsequent years.
This process is then applied to data from three ICU patients.
