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MCMCTree used uniform distribution with a power decay on the left side tail and an exponential decay on the right side tail to model the time span of fossil calibrations when both lower and upper bounds were specified (Yang and Rannala 2006).
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The data are first corrected for the DCO model over the time span of interest (process 2a), and the residuals are next used to compute a model itself used to further correct the data in the way described above (process 3).
The gufm1 main geomagnetic field model, covering the time span 1590 1990, was used to obtain time series of the radial component at the core surface (core-mantle boundary CMB), Zc, in a 2.5° × 2.5° latitude/longitude grid, between 70°S and 70°N.
The obtained model is robust over the time span of the data.
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.
Market Model Estimation Window (Fig. 3) is the time span used to estimate the Market Model coefficients prior to the Pre-Event Window to avoid any interaction with the Event Window.
The species redistribution affects ecosystem carbon sequestration, but given the time span modeled of 44 years (2006 to 2050), broad-scale change in vegetation communities may have been unlikely.
Accordingly, here the analysis of the Triple Helix model development in China will cover the time span of the past 35 years, although the launch of an explicit policy towards the Triple Helix model was very recent, mainly reflected in the National Medium -and Long-Term Program for Science and Technology Development (2006 2020) by the State Council (2006).
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.
This expands the time span of the model without increasing the number of input features to the upper net.
The result is sensitive to assumptions about the extrapolation of the treatment effects of ART, but stable to discounting, extending the time span of the model evaluation and the inclusion of separate cost of dying.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com