Journal of Statistical Computation and Simulation, Volume 89, Issue 6 (2019)

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Journal of Statistical Computation and Simulation, Volume 89, Issue 6 (2019)

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Statistical learning and its Applications

Prefaces

Introduction
Preface
S. Ejaz Ahmed & Andrei Volodin
Pages: 949-950
Published online: 08 Mar 2019
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Free Access

Articles

Article
Estimation of zero-inflated parameter-driven models via data cloning
H. Al-Wahsh & A. Hussein
Pages: 951-965
Published online: 01 Feb 2019
AbstractforEstimation of zero-inflated parameter-driven models via data cloning | Full Text | References | PDF (1.9 MB) | EPUB
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Article
Robust multivariate diagnostics for PLSR and application on high dimensional spectrally overlapped drug systems
Aylin Alin, Claudio Agostinelli, Georgi Gergov, Plamen Katsarov & Yahya Al-Degs
Pages: 966-984
Published online: 10 Feb 2019
AbstractforRobust multivariate diagnostics for PLSR and application on high dimensional spectrally overlapped drug systems | Full Text | References | PDF (2.1 MB) | EPUB
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Article
Estimation of semiparametric regression model with right-censored high-dimensional data
Dursun Aydın, S. Ejaz Ahmed & Ersin Yılmaz
Pages: 985-1004
Published online: 28 Jan 2019
AbstractforEstimation of semiparametric regression model with right-censored high-dimensional data | Full Text | References | PDF (2.3 MB) | EPUB
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Article
[HDDA] sparse subspace constrained partial least squares
Matthew Sutton, Kerrie Mengersen & Benoit Liquet
Pages: 1005-1019
Published online: 09 Dec 2018
Abstractfor[HDDA] sparse subspace constrained partial least squares | Full Text | References | PDF (1.8 MB) | EPUB
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Article
The cluster correlation-network support vector machine for high-dimensional binary classification
Rachid Kharoubi, Karim Oualkacha & Abdallah Mkhadri
Pages: 1020-1043
Published online: 12 Feb 2019
AbstractforThe cluster correlation-network support vector machine for high-dimensional binary classification | Full Text | References | PDF (2.2 MB) | EPUB
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Article
Multiple comparisons of mean vectors with large dimension under general conditions
M. Rauf Ahmad
Pages: 1044-1059
Published online: 28 Jan 2019
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Open Access
Article
A new data adaptive elastic net predictive model using hybridized smoothed covariance estimators with information complexity
Shima Mohebbi, Esra Pamukcu & Hamparsum Bozdogan
Pages: 1060-1089
Published online: 11 Feb 2019
AbstractforA new data adaptive elastic net predictive model using hybridized smoothed covariance estimators with information complexity | Full Text | References | PDF (3.3 MB) | EPUB
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Article
Multi-level models can benefit from minimizing higher-order variations: an illustration using child malnutrition data
Sumonkanti Das, Azizur Rahman, Ashraf Ahamed & Sabbir Tahmidur Rahman
Pages: 1090-1110
Published online: 04 Dec 2018
AbstractforMulti-level models can benefit from minimizing higher-order variations: an illustration using child malnutrition data | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
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Article
Wavelet-based LASSO in functional linear quantile regression
Yafei Wang, Linglong Kong, Bei Jiang, Xingcai Zhou, Shimei Yu, Li Zhang & Giseon Heo
Pages: 1111-1130
Published online: 01 Mar 2019
AbstractforWavelet-based LASSO in functional linear quantile regression | Full Text | References | PDF (2 MB) | EPUB
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