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Full-Text Articles in Microarrays
Contributions To Statistical Testing, Prediction, And Modeling, John C. Pesko
Contributions To Statistical Testing, Prediction, And Modeling, John C. Pesko
Mathematics & Statistics ETDs
1. "Parametric Bootstrap (PB) and Objective Bayesian (OB) Testing with Applications to Heteroscedastic ANOVA": For one-way heteroscedastic ANOVA, we show a close relationship between the PB and OB approaches to significance testing, demonstrating the conditions for which the two approaches are equivalent. Using a simulation study, PB and OB performance is compared to a test based on the predictive distribution as well as the unweighted test of Akritas & Papadatos (2004). We extend this work to the RCBD with subsampling model, and prove a repeated sampling property and large sample property for general OB significance testing.
2. "Early Identification of …