\contentsline {begintocitem}{}{}{} \contentsline {jobname}{Tamhane}{}{} \contentsline {doi}{0016/0000.0000}{}{} \contentsline {arxiv}{math.PR/0000016}{}{} \contentsline {title}{Parametric Mixture Models for Estimating the Proportion of True Null Hypotheses and Adaptive Control of FDR}{305}{} \contentsline {author}{Ajit C. Tamhane and Jiaxiao Shi}{305}{} \contentsline {endtocitem}{}{}{} \contentsline {section}{\numberline {1}Introduction}{306}{section.1} \contentsline {section}{\numberline {2} Normal Model}{308}{section.2} \contentsline {subsection}{\numberline {2.1} Hsueh, Chen, and Kodell (HCK) Method}{308}{subsection.2.1} \contentsline {subsection}{\numberline {2.2} Test Statistics (TS) Method}{309}{subsection.2.2} \contentsline {subsection}{\numberline {2.3} EM Method}{311}{subsection.2.3} \contentsline {section}{\numberline {3} Beta Model}{311}{section.3} \contentsline {subsection}{\numberline {3.1} Hsueh, Chen, and Kodell (HCK) Method}{312}{subsection.3.1} \contentsline {subsection}{\numberline {3.2} Test Statistics (TS) Method}{312}{subsection.3.2} \contentsline {subsection}{\numberline {3.3} EM Method}{313}{subsection.3.3} \contentsline {section}{\numberline {4} Adaptive Control of FDR}{314}{section.4} \contentsline {section}{\numberline {5} Simulation Results}{315}{section.5} \contentsline {subsection}{\numberline {5.1} Simulation Results for Normal Model}{316}{subsection.5.1} \contentsline {subsection}{\numberline {5.2} Simulation Results for Beta Model}{320}{subsection.5.2} \contentsline {section}{\numberline {6} Example}{321}{section.6} \contentsline {section}{\numberline {7} Concluding Remarks}{323}{section.7} \contentsline {section}{Acknowledgment}{324}{section*.3} \contentsline {section}{Appendix A}{324}{section*.5} \contentsline {section}{References}{326}{section*.7}