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EM and MCMC: Workhorses for Scientific Computing
Dear all,
I am sending you the table of contents for the July 2007 issue of Statistica Sinica. In this issue, we are featuring nine articles on the theme topic of "EM and MCMC: Workhorses for Scientific Computing", with some personal stories and views by Professor Xiao-Li Meng on EM and MCMC in the "highlights". " For accessing the articles, please click on the current issue at http://www.stat.sinica.edu.tw/statistica/ if you are a subscriber, or click on the "membership only area" at http://www.icsa.org/ if you are an ICSA member. With Best Wishes, Karen Li---on behalf of the Co-Editors Editorial Assistant Statistica Sinica --------------------------------------------------------------- EDITOR'S MELANGE Highlights Thirty years of EM and much more Xiao-Li Meng EM AND MCMC: WORKHORSES FOR SCIENTIFIC COMPUTING A fast algorithm for the nonparametric maximum likelihood estimate in the Cox-Gene model I-Shou Chang, Chi-Chung Wen, Yuh-Jenn Wu and Che-Chi Yang Sequential Monte Carlo Methods for permutation tests on truncated data Yuguo Chen and Jun S. Liu A modified EM-algorithm for estimating the parameters of inverse Gaussian distribution based on time-censored Wiener degradation data Ming-Yung Lee and Jen Tang Pool size selection for the sampling/importance resampling algorithm Kim-Hung Li Finite mixture modelling using the skew normal distribution Tsung I. Lin, Jack C. Lee and Shu Y. Yen Maximum likelihood inference in robust linear mixed-effects models using multivariate t distributions Peter X.-K. Song, Peng Zhang and Annie Qu A fast EM algorithm for quadratic optimization subject to convex constraints Ming Tan, Guo-Liang Tian, Hong-Bin Fang and Kai Wang Ng Functional principal component analysis for longitudinal and survival data Fang Yao Lookahead and piloting strategies for variable selection Junni L. Zhang, Ming T. Lin, Jun S. Liu and Rong Chen GENERAL An algebraic construction of minimally-supported D-optimal designs for weighted polynomial regression Fu-Chuen Chang and Bo-Jung Jiang A profile likelihood theory for the correlated gamma-frailty model with current status family data I-Shou Chang, Chi-Chung Wen and Yuh-Jenn Wu Asymptotic normality under two-phase sampling designs Jiahua Chen and J. N. K. Rao Adaptive estimation in a nonparametric regression model with errors-in- variables Fabienne Comte and Marie-Luce Taupin The maximum likelihood method with estimated nuisance parameters in hazard rate models with discontinuities Dietmar Ferger Testing for the equality of k regression curves Juan Carlos Pardo-Fernandez, Ingrid Van Keilegom and Wenceslao Gonzalez-Manteiga CUSUM and EWMA multi-charts for detecting a range of mean shifts Dong Han, Fugee Tsung, Xijian Hu and Kaibo Wang Inference under peakedness restrictions Javier Rojo, Jose Batun-Cutz and Ramon Durazo-Arvizu Two-level nonregular designs from quaternary linear codes Hongquan Xu and Alan Wong Population size estimation in proportional trapping removal and recapture models with known capture times Paul S. F. Yip, Liqun Xi and Liping Liu Structure functions for regular s^{l-m} designs with multiple groups of factors Yu Zhu and C. F. J. Wu |
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