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Now consider a more complex experiment in which each subject contributes multiple observations from different tissues.
The model was then used to predict the results of a more complex experiment in which the column had been fed by a mixture of acids.
And then there was a more complex experiment conducted at the Interdisciplinary Center Herzliya in Israel.
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Now, six years later, after coaxing a new Iranian government into negotiations even many of Mr. Obama's top aides predicted were doomed to failure, the outreach to Iran has morphed into a far more complex experiment in engagement than Mr. Obama's previous two, first with Myanmar, then with Cuba.
The final, more complex, experiment uses a fitness function based on behavior.
As future work, we will perform a more complex factorial experiment, calculating the interaction between the factors analyzed separately in the experiments reported in this paper.
The results have implications for analysis of microarray data using parametric hierarchical and empirical Bayes methods for more complex experimental designs: generally we find that the empirical Bayes methods work well, which supports their use in the analysis of more complex experiments when a full hierarchical Bayes analysis would impose heavy computational demands.
Nevertheless, having developed the presented metabolomics resource we have also laid the groundwork needed in order to perform and analyze more complex experiments, such as a time course or changing environmental conditions.
Single-molecule methods are maturing at a fast pace, making it possible to design and execute ever more complex experiments involving many different molecular actors.
More, heavier and more complex experiments can now be accommodated, the sensors have been upgraded, power can be provided to the experiments and experiment data can be recorded.
Indeed, it is a very exciting time for our section as significant recent advances in experimental results and theoretical knowledge allow us to start contemplating ever more complex experiments.
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