Jialiang Li, Ph.D. - Publications

Affiliations: 
2006 University of Wisconsin, Madison, Madison, WI 
Area:
Statistics

58 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Sande SZ, Li J, D'Agostino R, Yin Wong T, Cheng CY. Statistical inference for decision curve analysis, with applications to cataract diagnosis. Statistics in Medicine. PMID 32667093 DOI: 10.1002/Sim.8588  0.35
2019 Jiang B, Song R, Li J, Zeng D. Entropy Learning for Dynamic Treatment Regimes. Statistica Sinica. 29: 1633-1710. PMID 31534307 DOI: 10.5705/Ss.202018.0076  0.324
2019 Li J, Yue M, Zhang W. Subgroup identification via homogeneity pursuit for dense longitudinal/spatial data. Statistics in Medicine. PMID 31066095 DOI: 10.1002/Sim.8192  0.303
2019 Wang J, Li J, Li Y, Wong WK. A model-based multithreshold method for subgroup identification. Statistics in Medicine. PMID 30887552 DOI: 10.1002/Sim.8136  0.365
2019 Fang F, Li J, Wang J. Optimal model averaging estimation for correlation structure in generalized estimating equations Communications in Statistics - Simulation and Computation. 48: 1574-1593. DOI: 10.1080/03610918.2017.1419260  0.33
2019 Yue M, Li J, Cheng M. Two-step sparse boosting for high-dimensional longitudinal data with varying coefficients Computational Statistics & Data Analysis. 131: 222-234. DOI: 10.1016/J.Csda.2018.10.002  0.366
2018 Huang L, Li J. Weighted volume under the three-way receiver operating characteristic surface. Statistical Methods in Medical Research. 962280218812211. PMID 30453845 DOI: 10.1177/0962280218812211  0.316
2018 Li J, Xia X, Wong WK, Nott D. Varying-coefficient semiparametric model averaging prediction. Biometrics. PMID 29775198 DOI: 10.1111/Biom.12904  0.34
2018 Jiang B, Li J. Sample size determination for high dimensional parameter estimation with application to biomarker identification Computational Statistics & Data Analysis. 118: 54-65. DOI: 10.1016/J.Csda.2017.08.010  0.313
2017 Li J, Huang C, Zhu H. A Functional Varying-Coefficient Single-Index Model for Functional Response Data. Journal of the American Statistical Association. 112: 1169-1181. PMID 29200540 DOI: 10.1080/01621459.2016.1195742  0.333
2017 Yue M, Li J, Ma S. Sparse boosting for high-dimensional survival data with varying coefficients. Statistics in Medicine. PMID 29152776 DOI: 10.1002/Sim.7544  0.331
2017 Li J, Feng Q, Fine JP, Pencina MJ, Van Calster B. Nonparametric estimation and inference for polytomous discrimination index. Statistical Methods in Medical Research. 962280217692830. PMID 28178877 DOI: 10.1177/0962280217692830  0.348
2017 Huang T, Li J. Semiparametric model average prediction in panel data analysis Journal of Nonparametric Statistics. 30: 125-144. DOI: 10.1080/10485252.2017.1404061  0.359
2017 Xu M, Li J, Chen Y. Varying coefficient functional autoregressive model with application to the U.S. treasuries Journal of Multivariate Analysis. 159: 168-183. DOI: 10.1016/J.Jmva.2017.05.003  0.326
2017 Li J, Nott DJ, Fan Y, Sisson SA. Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model Computational Statistics and Data Analysis. 106: 77-89. DOI: 10.1016/J.Csda.2016.07.005  0.339
2016 Li J, Zheng Q, Peng L, Huang Z. Survival impact index and ultrahigh-dimensional model-free screening with survival outcomes. Biometrics. PMID 26910137 DOI: 10.1111/Biom.12499  0.32
2016 Huang Z, Li J, Cheng CY, Cheung C, Wong TY. Bayesian reclassification statistics for assessing improvements in diagnostic accuracy. Statistics in Medicine. PMID 26875442 DOI: 10.1002/Sim.6899  0.357
2016 Cao H, Li J, Fine JP. On last observation carried forward and asynchronous longitudinal regression analysis Electronic Journal of Statistics. 10: 1155-1180. DOI: 10.1214/16-Ejs1141  0.338
2016 Ke Y, Li J, Zhang W. Structure identification in panel data analysis Annals of Statistics. 44: 1193-1233. DOI: 10.1214/15-Aos1403  0.343
2016 Cheng MY, Honda T, Li J. Efficient estimation in semivarying coefficient models for longitudinal/clustered data Annals of Statistics. 44: 1988-2017. DOI: 10.1214/15-Aos1385  0.332
2016 Li J, Huang Z, Ma S, Lee MLT. Collective versus Individual Effects in Survival Analysis of Multiple Failures Scandinavian Journal of Statistics. 43: 543-557. DOI: 10.1111/Sjos.12190  0.348
2016 Xia X, Yang H, Li J. Feature screening for generalized varying coefficient models with application to dichotomous responses Computational Statistics and Data Analysis. 102: 85-97. DOI: 10.1016/J.Csda.2016.04.008  0.333
2015 Xia X, Jiang B, Li J, Zhang W. Low-dimensional confounder adjustment and high-dimensional penalized estimation for survival analysis. Lifetime Data Analysis. PMID 26463818 DOI: 10.1007/S10985-015-9350-Z  0.361
2015 Shao F, Li J, Fine J, Wong WK, Pencina M. Inference for reclassification statistics under nested and non-nested models for biomarker evaluation. Biomarkers : Biochemical Indicators of Exposure, Response, and Susceptibility to Chemicals. 20: 240-52. PMID 26301882 DOI: 10.3109/1354750X.2015.1068854  0.352
2015 Li J, Fine J, Brookhart A. Instrumental variable additive hazards models. Biometrics. 71: 122-30. PMID 25298257 DOI: 10.1111/Biom.12244  0.371
2015 Sultana MP, Li J, Hu J. Comparison of three-dimensional ROC surfaces for clustered and correlated markers, with a proteomics application Statistica Neerlandica. 69: 399-418. DOI: 10.1111/Stan.12065  0.31
2015 Yu T, Li J, Ma S. Accounting for clinical covariates and interactions in ranking genomic markers using ROC Communications in Statistics - Simulation and Computation. 46: 3735-3755. DOI: 10.1080/03610918.2015.1105972  0.311
2015 Cheng Y, Li J. Time-dependent diagnostic accuracy analysis with censored outcome and censored predictor Journal of Statistical Planning and Inference. 156: 90-102. DOI: 10.1016/J.Jspi.2014.08.002  0.352
2014 Wong WL, Li X, Li J, Wong TY, Cheng CY, Lamoureux EL. Accounting for standard errors of vision-specific latent trait in regression models. Investigative Ophthalmology & Visual Science. 55: 5848-54. PMID 25015350 DOI: 10.1167/Iovs.14-14195  0.304
2014 Fang X, Li J, Wong WK, Fu B. Detecting the violation of variance homogeneity in mixed models. Statistical Methods in Medical Research. PMID 24659492 DOI: 10.1177/0962280214526194  0.342
2014 Li J, Chow Y, Wong WK, Wong TY. Sorting multiple classes in multi-dimensional ROC analysis: parametric and nonparametric approaches. Biomarkers : Biochemical Indicators of Exposure, Response, and Susceptibility to Chemicals. 19: 1-8. PMID 24329017 DOI: 10.3109/1354750X.2013.868516  0.315
2014 Shao F, Li J, Ma S, Lee ML. Semiparametric varying-coefficient model for interval censored data with a cured proportion. Statistics in Medicine. 33: 1700-12. PMID 24302535 DOI: 10.1002/Sim.6054  0.362
2014 Cheng MY, Honda T, Li J, Peng H. Nonparametric independence screening and structure identification for ultra-high dimensional longitudinal data Annals of Statistics. 42: 1819-1849. DOI: 10.1214/14-Aos1236  0.342
2014 Kuk AYC, Li J, Rush AJ. Variable and threshold selection to control predictive accuracy in logistic regression Journal of the Royal Statistical Society Series C-Applied Statistics. 63: 657-672. DOI: 10.1111/Rssc.12058  0.333
2014 Huang Z, Li J, Nott D, Feng L, Ng T, Wong T. Bayesian estimation of varying-coefficient models with missing data, with application to the Singapore Longitudinal Aging Study Journal of Statistical Computation and Simulation. 85: 2364-2377. DOI: 10.1080/00949655.2014.928821  0.362
2013 Li J, Jiang B, Fine JP. Multicategory reclassification statistics for assessing improvements in diagnostic accuracy. Biostatistics (Oxford, England). 14: 382-94. PMID 23197381 DOI: 10.1093/Biostatistics/Kxs047  0.351
2012 Yu T, Li J, Ma S. Adjusting confounders in ranking biomarkers: a model-based ROC approach. Briefings in Bioinformatics. 13: 513-23. PMID 22396461 DOI: 10.1093/Bib/Bbs008  0.345
2012 Li J. Applications of the Bootstrap in ROC Analysis Communications in Statistics - Simulation and Computation. 41: 865-877. DOI: 10.1080/03610918.2012.625333  0.363
2012 Sun Y, Li J, Zhang W. Estimation and model selection in a class of semiparametric models for cluster data Annals of the Institute of Statistical Mathematics. 64: 835-856. DOI: 10.1007/S10463-011-0342-9  0.355
2011 Li J, Ma S. Time-dependent ROC analysis under diverse censoring patterns. Statistics in Medicine. 30: 1266-77. PMID 21538452 DOI: 10.1002/Sim.4178  0.333
2011 Li J, Fine JP. Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis. Biostatistics (Oxford, England). 12: 710-22. PMID 21525421 DOI: 10.1093/Biostatistics/Kxr008  0.34
2011 Li J, Wong WK. Two-dimensional toxic dose and multivariate logistic regression, with application to decompression sickness. Biostatistics (Oxford, England). 12: 143-55. PMID 20603445 DOI: 10.1093/Biostatistics/Kxq044  0.342
2011 Li J, Zhang W. A Semiparametric Threshold Model for Censored Longitudinal Data Analysis Journal of the American Statistical Association. 106: 685-696. DOI: 10.1198/Jasa.2011.Tm10592  0.344
2011 Li J, Lee MT. Analysis of failure time using threshold regression with semi-parametric varying coefficients Statistica Neerlandica. 65: 164-182. DOI: 10.1111/J.1467-9574.2011.00481.X  0.356
2011 Zhang Y, Li J. Combining Multiple Markers For Multi-Category Classification: An Roc Surface Approach Australian & New Zealand Journal of Statistics. 53: 63-78. DOI: 10.1111/J.1467-842X.2011.00603.X  0.362
2011 Li J, Zhang W, Wu Z. Optimal zone for bandwidth selection in semiparametric models Journal of Nonparametric Statistics. 23: 701-717. DOI: 10.1080/10485252.2010.533768  0.319
2010 Li J, Fine JP. Weighted Area Under the Receiver Operating Characteristic Curve and Its Application to Gene Selection. Journal of the Royal Statistical Society. Series C, Applied Statistics. 59: 673-692. PMID 25125706 DOI: 10.1111/J.1467-9876.2010.00713.X  0.318
2010 Li J, Wong WK. Selection of covariance patterns for longitudinal data in semi-parametric models. Statistical Methods in Medical Research. 19: 183-96. PMID 19153167 DOI: 10.1177/0962280208099447  0.341
2010 Li J, Ma S. Interval‐censored data with repeated measurements and a cured subgroup Journal of the Royal Statistical Society Series C-Applied Statistics. 59: 693-705. DOI: 10.1111/J.1467-9876.2009.00702.X  0.328
2009 Li J. Semiparametric Residuals and Analysis for a Scleroderma Clinical Trial Communications in Statistics-Theory and Methods. 38: 3339-3350. DOI: 10.1080/03610920903039498  0.314
2009 Li J, Palta M. Bandwidth selection through cross-validation for semi-parametric varying-coefficient partially linear models Journal of Statistical Computation and Simulation. 79: 1277-1286. DOI: 10.1080/00949650802260071  0.309
2009 Li J, Zhou X. Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface Journal of Statistical Planning and Inference. 139: 4133-4142. DOI: 10.1016/J.Jspi.2009.05.043  0.363
2009 Li J, Xia Y, Palta M, Shankar A. Impact of unknown covariance structures in semiparametric models for longitudinal data: An application to Wisconsin diabetes data Computational Statistics and Data Analysis. 53: 4186-4197. DOI: 10.1016/J.Csda.2009.05.008  0.337
2008 Li J, Fine JP. ROC analysis with multiple classes and multiple tests: methodology and its application in microarray studies. Biostatistics (Oxford, England). 9: 566-76. PMID 18304996 DOI: 10.1093/Biostatistics/Kxm050  0.347
2008 Li J, Nordheim EV, Zhang C, Lehner CE. Estimation and confidence regions for multi-dimensional effective dose. Biometrical Journal. Biometrische Zeitschrift. 50: 110-22. PMID 17763378 DOI: 10.1002/Bimj.200710376  0.58
2008 Li J, Gray BR, Bates DM. An empirical study of statistical properties of variance partition coefficients for multi-level logistic regression models Communications in Statistics: Simulation and Computation. 37: 2010-2026. DOI: 10.1080/03610910802361366  0.352
2008 Li J, Zhang C, Nordheim EV, Lehner CE. On the multivariate predictive distribution of multi-dimensional effective dose: A Bayesian approach Journal of Statistical Computation and Simulation. 78: 429-442. DOI: 10.1080/00949650601141712  0.573
2008 Zhang C, Li J, Meng J. On Stein's lemma, dependent covariates and functional monotonicity in multi-dimensional modeling Journal of Multivariate Analysis. 99: 2285-2303. DOI: 10.1016/J.Jmva.2008.02.018  0.337
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