Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics
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Published By Springer International Publishing

9783030334154, 9783030334161

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Building Health Application Recommender System Using Partially Penalized Regression

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_6 ◽

2020 ◽

pp. 105-123

Author(s):

Eun Jeong Oh ◽

Min Qian ◽

Ken Cheung ◽

David C. Mohr

Keyword(s):

Recommender System ◽

Penalized Regression ◽

Health Application

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Variable Selection in Partially Linear Proportional Hazards Model with Grouped Covariates and a Diverging Number of Parameters

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_18 ◽

2020 ◽

pp. 411-448

Author(s):

Arfan Raheen Afzal ◽

Xuewen Lu

Keyword(s):

Variable Selection ◽

Proportional Hazards ◽

Proportional Hazards Model ◽

Partially Linear ◽

Hazards Model ◽

Diverging Number Of Parameters

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Discovery Among Binary Biomarkers in Heterogeneous Populations

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_11 ◽

2020 ◽

pp. 213-232

Author(s):

Junxian Geng ◽

Elizabeth H. Slate

Keyword(s):

Heterogeneous Populations

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Hierarchical Continuous Time Hidden Markov Model, with Application in Zero-Inflated Accelerometer Data

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_7 ◽

2020 ◽

pp. 125-142

Author(s):

Zekun Xu ◽

Eric B. Laber ◽

Ana-Maria Staicu

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Continuous Time ◽

Hidden Markov ◽

Accelerometer Data

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Improving Maize Trait through Modifying Combination of Genes

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_9 ◽

2020 ◽

pp. 173-196

Author(s):

Duolin Wang ◽

Juexin Wang ◽

Yu Chen ◽

Sean Yang ◽

Qin Zeng ◽

...

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Privacy Preserving Feature Selection via Voted Wrapper Method for Horizontally Distributed Medical Data

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_8 ◽

2020 ◽

pp. 145-171

Author(s):

Yunmei Lu ◽

Yanqing Zhang

Keyword(s):

Feature Selection ◽

Privacy Preserving ◽

Medical Data ◽

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Inference of Transition Probabilities in Multi-State Models Using Adaptive Inverse Probability Censoring Weighting Technique

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_19 ◽

2020 ◽

pp. 449-481

Author(s):

Ying Zhang ◽

Mei-Jie Zhang

Keyword(s):

Transition Probabilities ◽

Inverse Probability ◽

State Models ◽

Weighting Technique

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Kernel Tests for One, Two, and K-Sample Goodness-of-Fit: State of the Art and Implementation Considerations

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_14 ◽

2020 ◽

pp. 309-337

Author(s):

Yang Chen ◽

Marianthi Markatou

Keyword(s):

Goodness Of Fit ◽

State Of The Art

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Molecular Basis of Food Classification in Traditional Chinese Medicine

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_10 ◽

2020 ◽

pp. 197-212

Author(s):

Xiaosong Han ◽

Haiyan Zhao ◽

Hao Xu ◽

Yun Yang ◽

Yanchun Liang ◽

...

Keyword(s):

Chinese Medicine ◽

Traditional Chinese Medicine ◽

Molecular Basis

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Modeling Species Specific Gene Expression Across Multiple Regions in the Brain

Statistical Modeling in Biomedical Research - Emerging Topics in Statistics and Biostatistics ◽

10.1007/978-3-030-33416-1_1 ◽

2020 ◽

pp. 3-22

Author(s):

Liyang Diao ◽

Ying Zhu ◽

Nenad Sestan ◽

Hongyu Zhao

Keyword(s):

Gene Expression ◽

Specific Gene ◽

Specific Gene Expression ◽

Multiple Regions ◽

Species Specific ◽

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