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Statistical Models

2018

Monte Carlo Simulation

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Generalizing Multistage Partition Procedures For Two-Parameter Exponential Populations, Rui Wang Aug 2018

Generalizing Multistage Partition Procedures For Two-Parameter Exponential Populations, Rui Wang

University of New Orleans Theses and Dissertations

ANOVA analysis is a classic tool for multiple comparisons and has been widely used in numerous disciplines due to its simplicity and convenience. The ANOVA procedure is designed to test if a number of different populations are all different. This is followed by usual multiple comparison tests to rank the populations. However, the probability of selecting the best population via ANOVA procedure does not guarantee the probability to be larger than some desired prespecified level. This lack of desirability of the ANOVA procedure was overcome by researchers in early 1950's by designing experiments with the goal of selecting the best …