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An alternative is to require those analysing the data to specify in advance what analyses they plan to do – this is directly parallel to the idea of pre-registration of yet-to-be-done studies, which is beginning to gain traction in many areas of science as a way of improving reproducibility by distinguishing hypothesis-testing from exploratory analyses.
The MAR model was fitted to the data to specify the direction of connections, and the RPC quantifies the strength of connections.
For example, projections of EV uptake can be used to create x EV assets in year 1 of the simulation, x' in year 2, etc., and additional data to specify the properties of these assets.
Modern automated information extraction (IE) systems usually are based on machine-learning models, which require large amount of manually annotated data to specify the model according to the task at hand.
There are not enough paleoclimatic data to specify whether the ISM and Somali Jet intensified in association with the uplift of the southern and central TP at 40 35 Ma.
At the bedside we simply do not have all relevant data to specify precise thresholds of this type that are relevant to the individual patients we treat.
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As part of the core programme of work of the SDRN Epidemiology Group, approval was obtained for anonymised linkage of SCI-DC data to specified, centrally held health data sets.
The data required to specify this simulation model (in terms of clinical data exclusively) are survival distributions of remission and relapse at each cycle (i.e. one-week transition probabilities), conditional on the number of previous depression events.
This new dataset was needed to get more reliable results (more per question data) and to specify a few questions that arose from analysing the original data.
Together, these data help to specify and elucidate the abilities of yeast cells to sense and respond to spatial gradients of pheromone.
The specifications for these priors were selected to be relatively uninformative since little data exists to specify informative priors on the spline coefficients in our model.
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CEO of Professional Science Editing for Scientists @ prosciediting.com