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Likewise, for pattern classification, false positives are minimized when the testing and training sets in cross validation do not contain patterns estimated from the same run.
Pattern similarity analyses using only activation patterns estimated from the same functional run of data are susceptible to inflated false positives unless trials are randomly ordered, with a different randomization for each subject.
The Peclet numbers, estimated by this solution, are of about 20% smaller than those, estimated from the same experimental data by means of the commonly accepted analytical model solution obtained under assumption of the fluid plug flow within the bed.
In[5], h avg and α are jointly estimated from the same OFDM symbol.
Based on simulation studies, we were able to demonstrate that heart displacement due to respiration can be estimated from the same projection data, required for a CBCT reconstruction.
In the real world it is quite possible that the dependent variables which are being estimated from the same pool of independent variables are correlated with each other.
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We carried out sensitivity analyses to examine the effect of substituting alternative studies and/or risk estimates from the same database in the groups.
All models are fitted using the full estimated covariance matrix to appropriately account for the correlation between categorical point estimates from the same study, a correction ignored by Crump.
That is, we do not compare connectivity estimated from the exact same signal segments at different timescales.
First, we consider the original calls by Yuan et al. estimated from the exact same data using their HMM (Model section and Fig. 2).
The shifts are estimated from the LR frames the same way they are for SR [4].
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