Galaxy has repositories where users share objects: datasets, histories, and workflows but also has Pages, elaborated web documents that enable users to communicate in detail, via texts and graphics, about their analyses.
Due to the resolution of the landscape-scale dataset, logging history was modelled as a categorical variable (in 5 year blocks) rather than as a continuous variable, so short-term effects could have been missed.
In the dataset, smoking history is classified at document level using five classes: "current," "past," "never," "ever," and "unknown".
Despite its simplicity, the Hamming distance gives positive results, but the Current Measure Metric appears to be a more efficient choice to cover a wider range of scenarios, these conclusions remain true when tested on synthetic and real dataset in a history matching exercise.
The large natural history dataset from this study is a valuable repository for future comparisons.
At the same time, updated dynamic simulation model based on new dynamic capillary pressure dataset showed better history matching.
Based on the methodology outlined in this paper, expanding the dataset back into history and including more non-Western countries are among the promising avenues for future improvement.
We combined all three years in a detection history dataset and assigned 'year', 'species' and 'population' as group covariates on survival probability estimates.
Similarly, a comprehensive evaluation was carried out with all available clinical covariates and demographic data in the dataset, including smoking history, race, and tumor differentiation (Table 4).
Palace J, Bregenzer T, Tremlett H, et al. UK multiple sclerosis risksharing scheme: a new natural history dataset and an improved Markov model.
