Tiejun Tong, Ph.D. - Publications

Affiliations: 
2005 University of California, Santa Barbara, Santa Barbara, CA, United States 

52 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
2022 Xu W, Lin H, Tong T, Zhang R. A new method for estimating Sharpe ratio function via local maximum likelihood. Journal of Applied Statistics. 51: 34-52. PMID 38179164 DOI: 10.1080/02664763.2022.2114431  0.384
2021 Cao W, Siegel L, Zhou J, Zhu M, Tong T, Chen Y, Chu H. Estimating the Reference Interval from a Fixed Effects Meta-Analysis. Research Synthesis Methods. PMID 33864652 DOI: 10.1002/jrsm.1488  0.319
2021 Wang W, Shen W, Tong T. Robust estimation of nonparametric function via addition sequence Journal of Statistical Planning and Inference. 211: 423-438. DOI: 10.1016/J.Jspi.2020.07.007  0.442
2020 Shi J, Luo D, Weng H, Zeng XT, Lin L, Chu H, Tong T. Optimally estimating the sample standard deviation from the five-number summary. Research Synthesis Methods. PMID 32562361 DOI: 10.1002/Jrsm.1429  0.446
2020 Shi J, Tong T, Wang Y, Genton MG. Estimating the mean and variance from the five-number summary of a log-normal distribution Statistics and Its Interface. 13: 519-531. DOI: 10.4310/Sii.2020.V13.N4.A9  0.527
2020 Hu Z, Hu Z, Dong K, Tong T, Wang Y. A shrinkage approach to joint estimation of multiple covariance matrices Metrika. 1-36. DOI: 10.1007/S00184-020-00781-3  0.572
2018 Hu Z, Tong T, Genton MG. Diagonal Likelihood Ratio Test for Equality of Mean Vectors in High-Dimensional Data. Biometrics. PMID 30325005 DOI: 10.1111/Biom.12984  0.352
2018 Yang Y, Tong T, Li G. SIMEX estimation for single-index model with covariate measurement error Asta Advances in Statistical Analysis. 103: 137-161. DOI: 10.1007/S10182-018-0327-6  0.461
2018 Zhou Y, Cheng Y, Dai W, Tong T. Optimal difference-based estimation for partially linear models Computational Statistics. 33: 863-885. DOI: 10.1007/S00180-017-0786-3  0.479
2017 Hu Z, Dong K, Dai W, Tong T. A Comparison of Methods for Estimating the Determinant of High-Dimensional Covariance Matrix. The International Journal of Biostatistics. PMID 28953454 DOI: 10.1515/Ijb-2017-0013  0.443
2017 Zhou Y, Zhang B, Li G, Tong T, Wan X. GD-RDA: A New Regularized Discriminant Analysis for High-Dimensional Data. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 28414553 DOI: 10.1089/Cmb.2017.0029  0.388
2017 Dai W, Tong T, Zhu L. On the Choice of Difference Sequence in a Unified Framework for Variance Estimation in Nonparametric Regression Statistical Science. 32: 455-468. DOI: 10.1214/17-Sts613  0.465
2017 Dai W, Zhou Y, Tong T. Testing discontinuities in nonparametric regression Journal of Applied Statistics. 45: 450-473. DOI: 10.1080/02664763.2017.1280004  0.48
2017 Li Y, Li G, Lian H, Tong T. Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models Journal of Multivariate Analysis. 155: 133-150. DOI: 10.1016/J.Jmva.2016.12.006  0.339
2016 Luo D, Wan X, Liu J, Tong T. Optimally estimating the sample mean from the sample size, median, mid-range, and/or mid-quartile range. Statistical Methods in Medical Research. PMID 27683581 DOI: 10.1177/0962280216669183  0.444
2016 Dong K, Zhao H, Tong T, Wan X. NBLDA: negative binomial linear discriminant analysis for RNA-Seq data. Bmc Bioinformatics. 17: 369. PMID 27623864 DOI: 10.1186/S12859-016-1208-1  0.319
2016 He F, Cheng Y, Tong T. Estimation of extreme conditional quantiles through an extrapolation of intermediate regression quantiles Statistics and Probability Letters. 113: 30-37. DOI: 10.1016/J.Spl.2016.01.024  0.469
2016 He F, Cheng Y, Tong T. Estimation of high conditional quantiles using the Hill estimator of the tail index Journal of Statistical Planning and Inference. 176: 64-77. DOI: 10.1016/J.Jspi.2016.03.003  0.472
2016 Dong K, Pang H, Tong T, Genton MG. Shrinkage-based diagonal Hotelling's tests for high-dimensional small sample size data Journal of Multivariate Analysis. 143: 127-142. DOI: 10.1016/J.Jmva.2015.08.022  0.347
2015 Cheng Y, Gao D, Tong T. Bias and variance reduction in estimating the proportion of true-null hypotheses. Biostatistics (Oxford, England). 16: 189-204. PMID 24963010 DOI: 10.1093/Biostatistics/Kxu029  0.493
2015 Zhou Y, Cheng Y, Wang L, Tong T. Optimal Difference-Based Variance Estimation In Heteroscedastic Nonparametric Regression Statistica Sinica. DOI: 10.5705/Ss.2013.010  0.498
2015 Wang C, Pan G, Tong T, Zhu L. Shrinkage Estimation Of Large Dimensional Precision Matrix Using Random Matrix Theory Statistica Sinica. 25: 993. DOI: 10.5705/Ss.2012.328  0.44
2015 Dai W, Ma Y, Tong T, Zhu L. Difference-based variance estimation in nonparametric regression with repeated measurement data Journal of Statistical Planning and Inference. 163: 1-20. DOI: 10.1016/J.Jspi.2015.02.010  0.487
2015 Yang YP, Li GR, Tong TJ. Corrected empirical likelihood for a class of generalized linear measurement error models Science China Mathematics. 58: 1523-1536. DOI: 10.1007/S11425-015-4976-6  0.447
2014 Wan X, Wang W, Liu J, Tong T. Estimating the sample mean and standard deviation from the sample size, median, range and/or interquartile range. Bmc Medical Research Methodology. 14: 135. PMID 25524443 DOI: 10.1186/1471-2288-14-135  0.47
2014 Wang Y, Gao J, Guo X, Tong T, Shi X, Li L, Qi M, Wang Y, Cai M, Jiang J, Xu C, Ji H, Wang H. Regulation of EGFR nanocluster formation by ionic protein-lipid interaction. Cell Research. 24: 959-76. PMID 25001389 DOI: 10.1038/cr.2014.89  0.308
2014 Li G, Peng H, Dong K, Tong T. Simultaneous Confidence Bands And Hypothesis Testing For Single-Index Models Statistica Sinica. 24: 937. DOI: 10.5705/Ss.2012.127  0.347
2014 Zhou Y, Cheng Y, Tong T. A Least Squares Method for Variance Estimation in Heteroscedastic Nonparametric Regression Journal of Applied Mathematics. 2014: 1-14. DOI: 10.1155/2014/585146  0.49
2014 Dai W, Tong T. Variance estimation in nonparametric regression with jump discontinuities Journal of Applied Statistics. 41: 530-545. DOI: 10.1080/02664763.2013.842962  0.501
2014 Wang C, Tong T, Cao L, Miao B. Non-parametric shrinkage mean estimation for quadratic loss functions with unknown covariance matrices Journal of Multivariate Analysis. 125: 222-232. DOI: 10.1016/J.Jmva.2013.12.012  0.483
2014 Tong T, Wang C, Wang Y. Estimation of variances and covariances for high-dimensional data: a selective review Wiley Interdisciplinary Reviews: Computational Statistics. 6: 255-264. DOI: 10.1002/Wics.1308  0.553
2013 Tong T, Feng Z, Hilton JS, Zhao H. Estimating the Proportion of True Null Hypotheses Using the Pattern of Observed p-values. Journal of Applied Statistics. 40: 1949-1964. PMID 24078762 DOI: 10.1080/02664763.2013.800035  0.481
2013 Pang H, Tong T, Ng M. Block-diagonal discriminant analysis and its bias-corrected rules. Statistical Applications in Genetics and Molecular Biology. 12: 347-59. PMID 23735433 DOI: 10.1515/Sagmb-2012-0017  0.38
2013 Tong T. Optimal variance estimation without estimating the mean function Bernoulli. 19: 1839-1854. DOI: 10.3150/12-Bej432  0.464
2013 Li G, Peng H, Tong T. Simultaneous confidence band for nonparametric fixed effects panel data models Economics Letters. 119: 229-232. DOI: 10.1016/J.Econlet.2013.02.037  0.371
2012 Pang H, George SL, Hui K, Tong T. Gene selection using iterative feature elimination random forests for survival outcomes. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 9: 1422-31. PMID 22547432 DOI: 10.1109/Tcbb.2012.63  0.31
2012 Tong T, Chen L, Zhao H. Improved mean estimation and its application to diagonal discriminant analysis. Bioinformatics (Oxford, England). 28: 531-7. PMID 22171335 DOI: 10.1093/Bioinformatics/Btr690  0.463
2012 Pang H, Tong T. Recent Advances in Discriminant Analysis for High-dimensional DataClassification Journal of Biometrics & Biostatistics. 2012. DOI: 10.4172/2155-6180.1000E106  0.395
2012 Tong T, Jang H, Wang Y. James–Stein type estimators of variances Journal of Multivariate Analysis. 107: 232-243. DOI: 10.1016/J.Jmva.2012.01.019  0.653
2011 Peng L, Tong T. A note on a two-sample T test with one variance unknown Statistical Methodology. 8: 528-534. DOI: 10.1016/J.Stamet.2011.07.001  0.366
2010 Huang S, Tong T, Zhao H. Bias-corrected diagonal discriminant rules for high-dimensional classification. Biometrics. 66: 1096-106. PMID 20222939 DOI: 10.1111/J.1541-0420.2010.01395.X  0.308
2009 Pang H, Tong T, Zhao H. Shrinkage-based diagonal discriminant analysis and its applications in high-dimensional data. Biometrics. 65: 1021-9. PMID 19302409 DOI: 10.1111/J.1541-0420.2009.01200.X  0.388
2008 Chen L, Tong T, Zhao H. Considering dependence among genes and markers for false discovery control in eQTL mapping. Bioinformatics (Oxford, England). 24: 2015-22. PMID 18635565 DOI: 10.1093/Bioinformatics/Btn373  0.328
2008 Tong T, Liu A, Wang Y. Relative Errors of Difference-Based Variance Estimators in Nonparametric Regression Communications in Statistics - Theory and Methods. 37: 2890-2902. DOI: 10.1080/03610920802162656  0.678
2007 Liu A, Tong T, Wang Y. Smoothing Spline Estimation of Variance Functions Journal of Computational and Graphical Statistics. 16: 312-329. DOI: 10.1198/106186007X204528  0.661
2007 Tong T, Wang Y. Optimal shrinkage estimation of variances with applications to microarray data analysis Journal of the American Statistical Association. 102: 113-122. DOI: 10.1198/016214506000001266  0.572
2006 Shao S, Wang Y, Jin S, Song Y, Wang X, Fan W, Zhao Z, Fu M, Tong T, Dong L, Fan F, Xu N, Zhan Q. Gadd45a interacts with aurora-A and inhibits its kinase activity. The Journal of Biological Chemistry. 281: 28943-50. PMID 16772293 DOI: 10.1074/jbc.M600235200  0.324
2005 Tong T, Wang Y. Estimating residual variance in nonparametric regression using least squares Biometrika. 92: 821-830. DOI: 10.1093/Biomet/92.4.821  0.573
2001 Cheng S, Gao Y, Dong X, Lu Y, An Q, Tong T, Wang Y. Molecular and cytogenetic alterations in early stage of carcinogenesis of human lung. Cancer Letters. 162: S5-S10. PMID 11164184 DOI: 10.1016/S0304-3835(00)00641-8  0.324
2000 Wang Y, Li L, Tong T, Zhang X, Cheng S. [Study on spontaneous apoptosis of human non-small cell lung cancer tissues]. Zhonghua Bing Li Xue Za Zhi Chinese Journal of Pathology. 29: 92-4. PMID 11866897  0.314
1999 Wang Y, Tong T, Guo S. [Alterations of cell apoptosis and proliferation during transformation of a human bronchial epithelial cell line]. Zhonghua Zhong Liu Za Zhi [Chinese Journal of Oncology]. 21: 168-70. PMID 11776826  0.309
1997 Dong XY, Lu YJ, Tong T, Wang YJ, Guo SP, Bai JF, Han NJ, Cheng SJ. Molecular cytogenetic alterations in the early stage at human bronchial epithelial cell carcinogenesis. Journal of Cellular Biochemistry. Supplement. 28: 74-80. PMID 9589351  0.323
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