Publications of Jie Yang
D-optimal designs for multinomial logistic models.
Annals of Statistics,
48(2):983-1000, 2020. DOI: https://dx.doi.org/10.1214/19-AOS1834.
Identifying zero-inflated distributions with a new r package izid.
Communications in Information and Systems,
20(1):23-44, 2020. DOI: https://dx.doi.org/10.4310/CIS.2020.v20.n1.a2.
Optimal crossover designs for generalized linear models.
Journal of Statistical Theory and Practice,
14:23, 2020. DOI: https://doi.org/10.1007/s42519-020-00089-5.
Identifying appropriate probabilistic models for sparse discrete omics data.
In 2019 ieee embs international conference on biomedical & health informatics (Bhi),
pages 1-4. IEEE, 2019. DOI: 10.1109/BHI.2019.8834661.
virus classification based on q-vectors.
Communications in Information and Systems,
19(1):81-94, 2019. DOI: http://dx.doi.org/10.4310/CIS.2019.v19.n1.a5.
A review on probabilistic models used in microbiome studies.
Communications in Information and Systems,
18(3):173-191, 2018. DOI: http://dx.doi.org/10.4310/CIS.2018.v18.n3.a3.
Comparisons of classification methods for viral genomes and protein families using alignment-free vectorization.
Statistical Applications in Genetics and Molecular Biology,
17(4):20180004, 2018. DOI: https://doi.org/10.1515/sagmb-2018-0004.
The association between outpatient follow-up visits and all-cause non-elective 30-day readmissions: a retrospective observational cohort study.
PLoS ONE,
13(7):e0200691, 2018. doi:10.1371/journal.pone.0200691.
Metalonda: a flexible r-package for identifying time intervals of differentially abundant features in metagenomic longitudinal studies.
Microbiome,
6:32, 2018. doi:10.1186/s40168-018-0402-y.
A 20-year multi-followup longitudinal study assessing whether antipsychotic medications contribute to work functioning in schizophrenia.
Psychiatry Research,
256:267-274, 2017. doi: 10.1016/j.psychres.2017.06.069.
Virus database and online inquiry system based on natural vectors.
Evolutionary Bioinformatics,
13:1-7, 2017. doi:10.1177/1176934317746667.
D-optimal designs with ordered categorical data.
Statistica Sinica,
27:1879-1902, 2017. doi:10.5705/ss.202016.0210.
Optimal designs for $2^k$ factorial experiments with binary response.
Statistica Sinica,
26:385-411, 2016. doi: 10.5705/ss.2013.265.
Descriptive statistics of the genome: phylogenetic classification of viruses.
Journal of Computational Biology,
23:810-820, 2016. doi: 10.1089/cmb.2013.0132.
D-optimal factorial designs under generalized linear models.
Communications in Statistics - Simulation and Computation,
44(9):2264-2277, 2015. doi: 10.1080/03610918.2013.815773.
Ebolavirus classification based on natural vectors.
DNA and Cell Biology,
34(6):418-428, 2015. doi: 10.1089/dna.2014.2678.
Cluster-based regularized sliced inverse regression for forecasting macroeconomic variables.
J. Syst. Sci. Complex.,
27(1):75--91, 2014. doi: 10.1007/s11424-014-3281-8.
MR3160793
Analytic solutions for D-optimal factorial designs under generalized linear models.
Electron. J. Stat.,
8(1):1322--1344, 2014. doi: 10.1214/14-EJS926.
MR3263124
Dfa7, a new method to distinguish between intron-containing and intronless genes.
PLoS ONE,
9(7):e101363, 2014. doi:10.1371/journal.pone.0101363.
Comparing logistic regression, support vector machines and permanental classification methods in predicting hypertension.
In Bmc proceedings 2014, volume 8, Suppl. 1 of,
pages S96. 2014. doi: 10.1186/1753-6561-8-S1-S96.
The card game 24 and its application to math education.
International Journal of Mathematical Education in Science and Technology,
45(4):624-633, 2014. DOI:10.1080/0020739X.2013.868544.
Global comparison of multiple-segmented viruses in 12-dimensional genome space.
Molecular Phylogenetics and Evolution,
81:29-36, 2014. doi: 10.1016/j.ympev.2014.08.003.
Outperformance portfolio optimization via the equivalence of pure and randomized hypothesis testing.
Finance Stoch.,
17(4):839--870, 2013. doi: 10.1007/s00780-013-0213-8.
MR3105936
Real time classification of viruses in 12 dimensions.
PLoS ONE,
8(5):e64328, 2013. doi: 10.1371/journal.pone.0064328.
Real-time street parking availability estimation.
In 14th international conference on mobile data management (Ieee mdm 2013), volume 1 of,
pages 16-25. 2013. doi: 10.1109/MDM.2013.12.
Optimal designs for two-level factorial experiments with binary response.
Statist. Sinica,
22(2):885--907, 2012.
MR2954366
Classification based on a permanental process with cyclic approximation.
Biometrika,
99(4):775--786, 2012. doi: 10.1093/biomet/ass047.
MR2999160
On the continuity of stochastic exit time control problems.
Stoch. Anal. Appl.,
29(1):48--60, 2011. doi: 10.1080/07362994.2011.532020.
MR2763549
Compare the snp-based and gene-based association studies in detecting rare variants using unrelated individuals.
BMC Proceedings 2011,
5(S9):S41, 2011. doi:10.1186/1753-6561-5-S9-S41.
Generalized hypothesis testing and maximizing the success probability in financial markets.
Proceedings of International Conference on Business Intelligence and Financial Engineering,
accepted, 2011.
Sliced inverse moment regression using weighted chi-squared tests for dimension reduction.
J. Statist. Plann. Inference,
140(11):3121--3131, 2010. doi: 10.1016/j.jspi.2010.04.015.
MR2659842
Efficient calculation of p-value and power for quadratic form statistics in multilocus association testing.
Annals of Human Genetics,
74(3):275-285, 2010. doi: 10.1111/j.1469-1809.2010.00574.x.
Cross-validation.
In Encyclopedia of research design,
pages 314-316. SAGE Publications, 2010.
Confidence interval.
In Encyclopedia of research design,
pages 211-215. SAGE Publications, 2010.
How many clusters?.
Bayesian Anal.,
3(1):101--120, 2008. doi: 10.1214/08-BA304.
MR2383253
Stochastic classification models.
In International Congress of Mathematicians. Vol. III,
pages 669--686. Eur. Math. Soc., Zürich, 2006.
MR2275702
Efficient subset for portfolio selection without short selling.
Acta Math. Appl. Sin.,
26(2):286--299, 2003.
MR2009155
Efficient subset for portfolio selection.
Acta Math. Appl. Sin.,
25(1):176--186, 2002.
MR1926735
Classification of portfolio frontiers and efficient subset for portfolio selection.
Mathematics in Economics (Chinese),
18(1):8--18, 2001.
Petri net model for scheduling overhead traveling cranes and smelting furnaces.
Mathematics in Practice and Theory (Chinese),
26(1):61--65, 1996.