活動內容
統計教學中心將於101年12月14日(星期五),舉辦統計學術演講,
並邀請到清華大學統計所所長黃禮珊教授蒞臨演講,講題為「On Sample Size for Nonparametric Regression and Partial Linear Models 」。
歡迎對於此議題有興趣的師生同仁參加。
講者:黃禮珊 博士 國立清華大學統計所教授兼所長
時間:2012年12月14日星期五 下午 2:30 ~ 4:00
地點:臺灣大學博雅教學館408講堂
名額:40位
摘要:
Non- and semi-parametric regression models have received considerable attention in statistics with a wide range of applications. However, to our knowledge, sample size calculations for non- and sem-iparametric models have not been discussed in the literature. This paper examines the sample size required for a curve estimated by local polynomial regression to achieve significance based on the F-tests investigated in Huang and Chen (2008) for univariate nonparametric regression and in Huang and Davidson (2010) for partial linear models. We describe explicit procedures for power/sample size calculation based on these two tests. Real-data examples are provided to demonstrate the use of the procedures. Simulation results indicate that the proposed metho