To model complex relationships (one species influencing multiple others), methods employing mathematical and statistical models have been developed recently.
The solution in the proposed method can be written in the exponential form, which generates multiple solutions, while other methods generate only single solution.
Therefore, although it is advisable to compare with rigorous multiple scattering or other methods whenever possible, the effective medium theory remains highly useful in an extremely wide range of plasmonic nanostructures.
We are enthusiastic about the potential for multiple imputation and other methods 14 to improve the validity of medical research results and to reduce the waste of resources caused by missing data.
Section 4 describes the experimental setup prepared to test the new concept and presents experimental results of target tracking with different target conditions of multiple trials, compared to other methods including KF, arbitrate OFKF, particle filter, and optical flow.
In comparison to the other methods, multiple domain methods provided the greatest information with respect to identifying asthma endotypes.
3 Improving the understanding of missingness structure in a data set allows for consideration of other appropriate multiple imputation methods, or other methods to incorporate partially observed variables, such as random effect models, Bayesian methods, down-weighting analyses, or pattern mixture models.
There have been multiple papers and reviews focusing on protein interaction method comparison; however, we chose not to directly compare to other methods for multiple reasons.
Unlike other methods that involve multiple steps and use multiple enzymes, our method allows a large number of gene products amplified by a single RT-PCR step directly from cell lysates without RNA extraction.
Experimental results show that classification accuracy of the proposed method is superior to those of the widely used multiple imputations method and four other methods.
