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Variable Selection for Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements
Wang, Lifeng
;
Li, Hongzhe
-
2007
Nonparametric varying-coefficient models are commonly used for analysis of data measured repeatedly over time, including longitudinal and functional responses data. While many procedures have been developed for estimating the varying-coefficients, the problem of variable selection for such...
Persistent link: https://www.econbiz.de/10009468306
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12
Microbiome, Metagenomics, and High-Dimensional Compositional Data Analysis
Li, Hongzhe
-
2015
The human microbiome is the totality of all microbes in and on the human body, and its importance in health and disease has been increasingly recognized. High-throughput sequencing technologies have recently enabled scientists to obtain an unbiased quantification of all microbes constituting the...
Persistent link: https://www.econbiz.de/10013023891
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13
Theory and Methods - Comment - Likelihood-Based Inference on Haplotype Effects in Genetic Association Studies
Li, Hongzhe
- In:
Journal of the American Statistical Association : JASA
101
(
2006
)
473
,
pp. 114-115
Persistent link: https://www.econbiz.de/10006604432
Saved in:
14
Applications and Case Studies - Discussion - Hidden Markov Models for Microarray Time Course Data in Multiple Biological Conditions
Li, Hongzhe
;
Hong, Fangxin
- In:
Journal of the American Statistical Association : JASA
101
(
2006
)
476
,
pp. 1332-1333
Persistent link: https://www.econbiz.de/10007398026
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15
A Logistic Normal Multinomial Regression Model for Microbiome Compositional Data Analysis
Xia, Fan
;
Chen, Jun
;
Fung, Wing Kam
;
Li, Hongzhe
- In:
Biometrics
69
(
2013
)
4
,
pp. 1053-1063
Persistent link: https://www.econbiz.de/10010722349
Saved in:
16
Optimal Sparse Segment Identification With Application in Copy Number Variation Analysis
Jessie Jeng, X
;
Tony Cai, T
;
Li, Hongzhe
- In:
Journal of the American Statistical Association : JASA
105
(
2010
)
491
,
pp. 1156-1167
Persistent link: https://www.econbiz.de/10008723902
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17
Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements
Wang, Lifeng
;
Li, Hongzhe
;
Huang, Jianhua Z
- In:
Journal of the American Statistical Association : JASA
103
(
2008
)
484
,
pp. 1556-1570
Persistent link: https://www.econbiz.de/10008403141
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18
High-Dimensional ODEs Coupled With Mixed-Effects Modeling Techniques for Dynamic Gene Regulatory Network Identification
Lu, Tao
;
Liang, Hua
;
Li, Hongzhe
;
Wu, Hulin
- In:
Journal of the American Statistical Association : JASA
106
(
2011
)
496
,
pp. 1242-1259
Persistent link: https://www.econbiz.de/10009840336
Saved in:
19
Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements
Wang, Lifeng
;
Li, Hongzhe
;
Huang, Jianhua Z.
- In:
Journal of the American Statistical Association
103
(
2008
)
484
,
pp. 1556-1569
Persistent link: https://www.econbiz.de/10004982667
Saved in:
20
Comment
Li, Hongzhe
- In:
Journal of the American Statistical Association
101
(
2006
)
March
,
pp. 114-115
Persistent link: https://www.econbiz.de/10005532761
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