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It shows that the longer the time span of data, the larger the RMS crossover differences.
Other than the vehicle license plate, the data sources differ in the type of variables collected and in the time span of data collection.
The estimated B-splines exhibit very moderate accelerations (in the case of the full model, see Fig. 6), and it may be possible to simplify the parameterisation of the time dependence in future models, e.g. to an exponential saturation in time as this is the expected behaviour of the VFM instrument sensitivity; however, an exponential model is ill-conditioned on the time span of data used here.
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As we aim to test a sentiment-based portfolio strategy over as many business cycles as possible, the choice of search engine data would severely limit the time span of our data set.
The robustness of the analysis is also studied by applying the calibration models to data collected outside of the time span of the data used to compute the models.
For the disease simulations on the 7-day and 14-day infection networks, a run of 100 steps was used, as this gave effective time spans that covered several infectious periods (at least 14 and 7, respectively), but less than half the time span of the data, allowing the possibility that some epidemics will be completed before reaching the end of the data.
The obtained model is robust over the time span of the data.
The time span of the data is from July 1st 2009 to December 31th 2010.
The time span of the data is 10 periods (1 year each); each period includes 31 observations.
The sampling frequency is f p = 20000 Hz and the time span of each data set is 3 s.
The time span of the data set is conditioned by the adoption of the common chart of accounts by the cantons.
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