Posterior probabilities of activity [P1 t -value] were then calculated on a per-gene and per-time point basis using an Empirical Bayes analysis [P1 t -value
Differential expression between the three states was assessed using an empirical Bayes moderated analysis of variance (Smyth 2004).
Our sensitivity analysis using an empirical prior yielded some comparisons that did meet the traditional 5% threshold, ie, itraconazole and voriconazole had lower IFI risk and posaconazole and voriconazole had lower IA risk than fluconazole.
The post-hoc sensitivity analysis using an empirical Bayesian prior for the heterogeneity parameter (see Methods section for details), yielded estimated treatment effects comparable to the base case (Table 3).
Third, we adjusted the city-specific estimates using the results from meta-analysis using an empirical Bayes approach that effectively generates month-specific, weighted, temperature-premature mortality response coefficients in each city for each month [ 23].
We intend to develop a holistic information system for managing different ecosystems within a sustainability framework/context, using an empirical qualitative and quantitative interpretation and analysis of the measured observations.
Instead, we have used an empirical error analysis to evaluate the confidence that can be placed in each individual model given its supporting microarray data, thus reducing prior bias and avoiding circular reasoning when genes are subsequently compared by profile neighboring.
The edgeR algorithm uses an empirical Bayes analysis to improve power in small sample sizes [ 19- 21].
By conducting an empirical analysis using the instrumental variable method, we cleared the simultaneous problem and estimated the impact of wage cuts on implementation of layoffs.
To test these hypotheses, we conduct an empirical analysis using statistics from the Israeli labor market and data published by the OECD.
