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Computational Statistics & Data Analysis, Volume 111

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Volume 111, July 2017

Section II: Statistical Methodology for Data Analysis

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Joonho Gong, Hyunjoong Kim:
RHSBoost: Improving classification performance in imbalance data. 1-13

Section I: Computational Statistics

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Hao Hu, Weixin Yao, Yichao Wu:
The robust EM-type algorithms for log-concave mixtures of regression models. 14-26

Section II: Statistical Methodology for Data Analysis

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Florian Maire, Eric Moulines, Sidonie Lefebvre:
Online EM for functional data. 27-47
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Seung Jun Shin, Andreas Artemiou:
Penalized principal logistic regression for sparse sufficient dimension reduction. 48-58
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Andy Leung, Victor J. Yohai, Ruben H. Zamar:
Multivariate location and scatter matrix estimation under cellwise and casewise contamination. 59-76
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Lianfen Qian, Suojin Wang:
Subject-wise empirical likelihood inference in partial linear models for longitudinal data. 77-87
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Hongxiao Zhu, Jeffrey S. Morris, Fengrong Wei, Dennis D. Cox:
Multivariate functional response regression, with application to fluorescence spectroscopy in a cervical pre-cancer study. 88-101
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Ming Ouyang, Xiaodong Yan, Ji Chen, Nian-Sheng Tang, Xin-Yuan Song:
Bayesian local influence of semiparametric structural equation models. 102-115
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Ezequiel Smucler, Victor J. Yohai:
Robust and sparse estimators for linear regression models. 116-130
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Elias Al-Najjar, Kofi P. Adragni:
Sufficient dimension reduction constrained through sub-populations. 131-144
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Michael A. Kouritzin:
Residual and stratified branching particle filters. 145-165
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Mohamed Belalia, Taoufik Bouezmarni, Alexandre Leblanc:
Smooth conditional distribution estimators using Bernstein polynomials. 166-182
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M. Iftakhar Alam, Barbara Bogacka, D. Stephen Coad:
Pharmacokinetically guided optimum adaptive dose selection in early phase clinical trials. 183-202

Section I: Computational Statistics

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Sebastian Ueckert, France Mentré:
A new method for evaluation of the Fisher information matrix for discrete mixed effect models using Monte Carlo sampling and adaptive Gaussian quadrature. 203-219

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