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Showing 1 to 4 of 4 for “"Empirical Bayes Analysis"”.
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Empirical Bayes procedures in time series analysis
Empirical Bayes analysis concerns the analysis of data which occur in similar recurring situations. The parameters involved in the recurring situations are generated independently from an unknown probability distribution G(θ). In many situations it is possible to use the estimates of all of the …
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Analysis of the Effects of Adaptive Ramp Metering on Measures of Efficiency with a Proposed Framework for Safety Evaluation
… but without any ARM implementation. An Empirical Bayes analysis was conducted to provide the foundation of a safety evaluation of the ramp metering implementation and determine a counterfactual estimate of expected collisions had ARM implementation not occurred.</p> <p>It was found that …
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Analyzing the Safety Effects of Edge Lane Roads for All Road Users
… roads to serve as comparison sites and (b) an Empirical Bayes (EB) before/after analysis for ELR sites where requisite data on AADT and other relevant characteristics were available. Crash data was collected and compiled into four different groups: ELR before implementation, ELR after …
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Applications of metabolomics to study the pathophysiology of adverse pregnancy outcomes
… features were ranked based on p-values from empirical Bayes analysis adjusted for multiple testing, and significant features (adjusted p-values <0.05 were searched for identification (HMDB, LipidMaps)). Thirdly, we aimed to decipher the lipidomics pathways involved in pathophysiology of …