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Where possible, costs were derived from French data sources, with surrogate data from other settings used when French data were not available.
The authors estimate the relation of the inferredλ-firing with actual firing rates measured with a Neuronexus array (in the subsection headed "Analysis of calcium transients from surrogate data from different temporal resolutions").
In particular, robust epidemiological and cost data relating to RRP in the French setting are lacking, consequently surrogate data from Denmark and the United States were used for the incidence and cost of RRP, respectively.
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We have now provided additional information about the array configuration, array insertion and that we also recorded nLFP based avalanches during these experiments which are primarily found in superficial layers (in the subsection headed "Analysis of calcium transients from surrogate data for different temporal resolutions").
The search for surrogate species or surrogate data for biodiversity is confronted with this complexity.
Prichard, D. & Theiler, J. Generating surrogate data for time series with several simultaneously measured variables.
This stability concept, based on the surrogate data strategy from time series analysis, provides learning guarantees for online unsupervised algorithms even in case of time dependency among observations.
Evaluation time series were measured during the bed operation in a gas solid bubbling fluidized bed and reference time series were generated according to phase randomized surrogate data series from the evaluation series.
In all the modelling strategies used we have attempted to impute missing data from surrogate data and assess the effect of intervention.
Surrogate endpoints not uncommonly fail to emulate hard outcomes endpoints and leapfrogging from surrogate data cannot substitute for the exposure of patients in clinical outcome studies.
In order to exclude more complex stochastic processes, we compared the correlation dimension for each dataset with the values obtained from surrogate data.
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