In particular, a given sample size determines the maximum number of nonzeros that will be fully selected using an L1-penalization regression algorithm.
In particular, a split sample validation refers to splitting the entire data into a training set and a test set, and only the test set is used to evaluate once without "crossing".
In particular, a systematic sampling was performed in Skeppsvik archipelago in Umeå, where parasitism rates are typically much higher than in southern localities (> 70% vs. < 10%).
Details of the algorithm to implement this model, in particular a Gibbs sampler, can be found in Appendix A. Our model has two special cases that are of interest and represent alternative ways of approaching data integration.
In particular, a single urine sample was most predictive for MEP and least predictive for MEHP.
In particular, a very limited sample with information on smoking rendered the models adjusted for smoking imprecise.
In particular interviews a sample of young men indicated that stops decreased police legitimacy and were associated with both higher levels of later criminal behavior and lower levels of future willingness to help the police fight crime by reporting crimes and criminals in the community.
In particular, for a sample to be labeled as fully converted, it must have reached ≥99% conversion of these non-CpG-cytosines.
Marques et al. (2011) presented an example of standard point transect sampling, in particular a cue-counting approach, to estimate right whale Eubalaena japonica density in the Bering Sea.
In particular, a connection has been drawn between sampling of homogeneous polynomials and frames of symmetric k-tensors.
