Hua Liang

0000-0001-8772-5984

math.STstat.THModels, StatisticalModels, BiologicalData Interpretation, StatisticalLinear ModelsModels, GeneticNonlinear Dynamicsstat.MEAnemia, Sickle Cell

On Valency

published · living versions

Estimation of constant and time-varying dynamic parameters of HIV infection in a nonlinear differential equation model

with Hongyu Miao, Hulin Wu

1 version

W_ubtvmcy7v1 · current

Semiparametric GEE analysis in partially linear single-index models for longitudinal data

W_e25e2p4hv1

Preprints & journals

85 papers in the corpus · 2003–2024

Unified optimal model averaging with a general loss function based on cross-validation

Dalei Yu, Xinyu Zhang, Hua Liang

10 citations

2412.09804v12024arXiv

Model Checking for Logistic Models with Study of Telehealth During the COVID-19 Pandemic Among PWH in DC.

Yang, Zeyu, Liang, Hua, Liu, Huiling et al.

0 citations

407406112026Statistics in biosciences. 2024

Improving tensor regression by optimal model averaging

Qiushi Bu, Hua Liang, Xinyu Zhang et al.

3 citations

2311.13412v12023arXiv

Neurocognitive and emotional factors predict pain-related healthcare utilization in children with sickle cell disease.

Hardy, Steven J, Williams, Zaria, Berger, Carly et al.

5 citations

370264872023Pediatric blood & cancer. 2023;70(6):e30346

Assessment of nonlinear dose-response relationships via nonparametric regression.

Wu, Shunyao, Zhang, Qi, Li, Yuanzhang et al.

1 citation

368619532024Journal of biopharmaceutical statistics. 2024;34(1):136-145

Outcome of donor-derived TAA-T cell therapy in patients with high-risk or relapsed acute leukemia post allogeneic BMT.

Kinoshita, Hannah, Cooke, Kenneth R, Grant, Melanie et al.

38 citations

352446812022Blood advances. 2022;6(8):2520-2534

A novel model-checking approach for dose-response relationships.

Wu, Shunyao, Li, Xinmin, Xia, Yu et al.

2 citations

343198352021Statistical methods in medical research. 2021;30(9):2119-2129

A simple yet powerful test for assessing goodness-of-fit of high-dimensional linear models.

Zhang, Qi, Chen, Feifei, Wu, Shunyao et al.

2 citations

337920702021Statistics in medicine. 2021;40(13):3153-3166

mirPLS: a partial linear structure identifier method for cancer subtyping using microRNAs.

Ruan, Peifeng, Wang, Shuang, Liang, Hua

1 citation

326093182021Bioinformatics (Oxford, England). 2020;36(19):4902-4909

The impact of pre-existing HLA and red blood cell antibodies on transfusion support and engraftment in sickle cell disease after nonmyeloablative hematopoietic stem cell transplantation from HLA-matched sibling donors: A prospective, single-center, observational study.

Nickel, Robert Sheppard, Flegel, Willy A, Adams, Sharon D et al.

22 citations

326379022026EClinicalMedicine. 2020;24:100432

High-dimensional single-index models with censored responses.

Huang, Hailin, Shangguan, Jizi, Li, Xinmin et al.

1 citation

323793592021Statistics in medicine. 2020;39(21):2743-2754

Human leukocyte antigen (HLA) class I antibodies and transfusion support in paediatric HLA-matched haematopoietic cell transplant for sickle cell disease.

Nickel, Robert S, Horan, John T, Abraham, Allistair et al.

15 citations

316746622020British journal of haematology. 2020;189(1):162-170

Bi-level feature selection in high dimensional AFT models with applications to a genomic study.

Huang, Hailin, Shangguan, Jizi, Ruan, Peifeng et al.

3 citations

315251582020Statistical applications in genetics and molecular biology. 2019;18(5)

Decomposition feature selection with applications in detecting correlated biomarkers of bipolar disorders.

Huang, Hailin, Li, Yuanzhang, Liang, Hua et al.

5 citations

313046132020Statistics in medicine. 2019;38(23):4574-4582

HLA-C downregulation by HIV-1 adapts to host HLA genotype.

Bachtel, Nathaniel D, Umviligihozo, Gisele, Pickering, Suzanne et al.

30 citations

301802142019PLoS pathogens. 2018;14(9):e1007257

Using single-index ODEs to study dynamic gene regulatory network.

Zhang, Qi, Yu, Yao, Zhang, Jun et al.

13 citations

294743762018PloS one. 2018;13(2):e0192833

A General Framework For Frequentist Model Averaging

Priyam Mitra, Heng Lian, Ritwik Mitra et al.

11 citations

1802.03511v12018arXiv

Association of a 3' untranslated region polymorphism in proprotein convertase subtilisin/kexin type 9 with HIV viral load and CD4+ levels in HIV/hepatitis C virus coinfected women.

Kuniholm, Mark H, Liang, Hua, Anastos, Kathryn et al.

11 citations

291208992018AIDS (London, England). 2017;31(18):2483-2492

Additive Partially Linear Models for Massive Heterogeneous Data

Binhuan Wang, Yixin Fang, Heng Lian et al.

11 citations

1701.03772v22017arXiv

SiAM: A Hybrid of Single Index Models and Additive Models.

Ma, Shujie, Lian, Heng, Liang, Hua et al.

3 citations

291047112023Electronic journal of statistics. 2017;11(1):2397-2423

Semiparametric GEE analysis in partially linear single-index models for longitudinal data

Jia Chen, Degui Li, Hua Liang et al.

39 citations

1507.08473v12015Annals of Statistics 2015, Vol. 43, No. 4, 1682-1715

on Valency

Focused information criterion on predictive models in personalized medicine.

Yang, Hui, Liu, Yutao, Liang, Hua

5 citations

256530062016Biometrical journal. Biometrische Zeitschrift. 2015;57(3):422-40

Variance Function Partially Linear Single-Index Models1.

Lian, Heng, Liang, Hua, Carroll, Raymond J

32 citations

256421392020Journal of the Royal Statistical Society. Series B, Statistical methodology. 2015;77(1):171-194

Analysis of schizophrenia data using a nonlinear threshold index logistic model.

Jiang, Zhenyu, Du, Chengan, Jablensky, Assen et al.

37 citations

253301602015PloS one. 2014;9(10):e109454

Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates

Li Wang, Lan Xue, Annie Qu et al.

65 citations

1405.6030v12014Annals of Statistics 2014, Vol. 42, No. 2, 592-624

Sparse Additive Ordinary Differential Equations for Dynamic Gene Regulatory Network Modeling.

Wu, Hulin, Lu, Tao, Xue, Hongqi et al.

85 citations

250612542021Journal of the American Statistical Association. 2014;109(506):700-716

Comprehensive analysis of temozolomide treatment for patients with glioma.

Yang, Wen-Bing, Xing, Bian-Zhi, Liang, Hua

6 citations

253390372015Asian Pacific journal of cancer prevention : APJCP. 2014;15(19):8405-8

Model Averaging Procedure for Partially Linear Single-index Models.

Yu, Yao, Thurston, Sally W, Hauser, Russ et al.

4 citations

248393472024Journal of statistical planning and inference. 2013;143(12):2160-2170

The behavioral satiety sequence in pigeons (Columba livia). Description and development of a method for quantitative analysis.

Spudeit, William Anderson, Sulzbach, Natalia Saretta, Bittencourt, Myla de A et al.

17 citations

240219222014Physiology & behavior. 2013;122:62-71

Partially linear structure selection in Cox models with varying coefficients.

Lian, Heng, Lai, Peng, Liang, Hua

18 citations

237961052014Biometrics. 2013;69(2):348-57

False-negative rate of endoscopic ultrasound-guided fine-needle aspiration for pancreatic solid and cystic lesions with matched surgical resections as the gold standard: one institution's experience.

Woolf, Kirsten M W, Liang, Hua, Sletten, Zachary J et al.

54 citations

236779082013Cancer cytopathology. 2013;121(8):449-58

A strategy to model nonmonotonic dose-response curve and estimate IC50.

Zhang, Hui, Holden-Wiltse, Jeanne, Wang, Jiong et al.

19 citations

239363232014PloS one. 2013;8(8):e69301

Variable selection in semiparametric cure models based on penalized likelihood, with application to breast cancer clinical trials.

Liu, Xiang, Peng, Yingwei, Tu, Dongsheng et al.

35 citations

227336952013Statistics in medicine. 2012;31(24):2882-91

Two-component mixture cure rate model with spline estimated nonparametric components.

Wang, Lu, Du, Pang, Liang, Hua

51 citations

221690322013Biometrics. 2012;68(3):726-35

Nonnucleoside reverse transcriptase inhibitor-resistant HIV is stimulated by efavirenz during early stages of infection.

Wang, Jiong, Zhang, Gang, Bambara, Robert A et al.

6 citations

218357882011Journal of virology. 2011;85(20):10861-73

Estimation and Variable Selection for Semiparametric Additive Partial Linear Models (SS-09-140).

Liu, Xiang, Wang, Li, Liang, Hua

112 citations

218942412025Statistica Sinica. 2011;21(3):1225-1248

Force of tuberculosis infection among adolescents in a high HIV and TB prevalence community: a cross-sectional observation study.

Middelkoop, Keren, Bekker, Linda-Gail, Liang, Hua et al.

84 citations

216319182011BMC infectious diseases. 2011;11:156

Parametric variable selection in generalized partially linear models with an application to assess condom use by HIV-infected patients.

Leng, Chenlei, Liang, Hua, Martinson, Neil

4 citations

214655152011Statistics in medicine. 2011;30(16):2015-27

Semi-parametric hybrid empirical likelihood inference for two-sample comparison with censored data.

Su, Haiyan, Zhou, Mai, Liang, Hua

0 citations

213999102012Lifetime data analysis. 2011;17(4):533-51

Long-term CD4+ T-cell count evolution after switching from regimens including HIV nucleoside reverse transcriptase inhibitors (NRTI) plus protease inhibitors to regimens containing NRTI plus non-NRTI or only NRTI.

Torti, Carlo, d'Arminio-Monforte, Antonella, Pozniak, Anton L et al.

9 citations

212660682011BMC infectious diseases. 2011;11:23

High Dimensional ODEs Coupled with Mixed-Effects Modeling Techniques for Dynamic Gene Regulatory Network Identification.

Lu, Tao, Liang, Hua, Li, Hongzhe et al.

73 citations

232046142022Journal of the American Statistical Association. 2011;106(496):1242-1258

ESTIMATION AND VARIABLE SELECTION FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS.

Wang, Li, Liu, Xiang, Liang, Hua et al.

154 citations

232433242026Annals of statistics. 2011;39(4):1827-1851

ESTIMATION AND TESTING FOR PARTIALLY LINEAR SINGLE-INDEX MODELS.

Liang, Hua, Liu, Xiang, Li, Runze et al.

228 citations

216253302025Annals of statistics. 2010;38(6):3811-3836

PENALIZED VARIABLE SELECTION PROCEDURE FOR COX MODELS WITH SEMIPARAMETRIC RELATIVE RISK.

Du, Pang, Ma, Shuangge, Liang, Hua

56 citations

208028532025Annals of statistics. 2010;38(4):2092-2117

The non-nucleoside reverse transcriptase inhibitor efavirenz stimulates replication of human immunodeficiency virus type 1 harboring certain non-nucleoside resistance mutations.

Wang, J, Liang, H, Bacheler, L et al.

13 citations

203994802010Virology. 2010;402(2):228-37

An Empirical Likelihood-Based Method for Comparison of Treatment Effects-Test of Equality of Coefficients in Linear Models.

Su, Haiyan, Liang, Hua

4 citations

201615862025Computational statistics & data analysis. 2010;54(4):1079-1088

Changing prevalence of tuberculosis infection with increasing age in high-burden townships in South Africa.

Wood, R, Liang, H, Wu, H et al.

161 citations

202022972010The international journal of tuberculosis and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease. 2010;14(4):406-12

ESTIMATION OF CONSTANT AND TIME-VARYING DYNAMIC PARAMETERS OF HIV INFECTION IN A NONLINEAR DIFFERENTIAL EQUATION MODEL.

Liang, Hua, Miao, Hongyu, Wu, Hulin

53 citations

205562402026The annals of applied statistics. 2010;4(1):460-483

on Valency

Association of workplace chronic and acute stressors with employee weight status: data from worksites in turmoil.

Fernandez, Isabel Diana, Su, Haiyan, Su, Hayan et al.

27 citations

200618852010Journal of occupational and environmental medicine. 2010;52 Suppl 1:S34-41

Empirical Likelihood-Based Confidence Interval of ROC Curves.

Su, Haiyan, Qin, Yongsong, Liang, Hua

9 citations

202212992025Statistics in biopharmaceutical research. 2009;1(4):407-414

Career total: 215 works. 85 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

215

works

6,258

citations

h-index

Corpus papers per year

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.

Year	Papers
2003	1
2004	3
2005	2
2006	6
2007	4
2008	12
2009	8
2010	7
2011	9
2012	1
2013	5
2014	4
2015	3
2016	0
2017	3
2018	3
2019	3
2020	3
2021	2
2022	1
2023	3
2024	2