Xiong, W., Hardle, WK., Tian, M., Yu, K. and Wang, J. (2025) 'Mode-Based Classifier: A Robust and Flexible Discriminant Analysis for High-Dimensional Data'. Statistica Sinica, 0 (accepted, in press). pp. 1 - 43. ISSN: 1017-0405 Open Access Link

Ma, S., Tang, M-L., Yu, K., Härdle, WK., Wang, Z., Xiong, W., Zhang, X., Wang, K., Zhang, L. and Tian, M. et al. (2024) 'A censored quantile transformation model for Alzheimer’s Disease data with multiple functional covariates'. Journal of the Royal Statistical Society Series A: Statistics in Society, 0 (ahead of print). pp. 1 - 24. ISSN: 0964-1998 Open Access Link

Tian, M. and Yu, K. (2024) 'Contribution to the Discussion of ‘Safe Testing’ by Grunwald, De Heide and Koolen'. Journal of the Royal Statistical Society Series B: Statistical Methodology, 0 (accepted, in press). pp. 1160 - 1160. ISSN: 1369-7412 Open Access Link

Soomro, S. and Yu, K. (2024) 'Bayesian fractional polynomial approach to quantile regression and variable selection with application in the analysis of blood pressure among US adults'. Journal of Applied Statistics, 0 (ahead of print). pp. 1 - 22. ISSN: 0266-4763 Open Access Link

Li, E., Yu, K., Tang, ML. and Tian, M. (2024) 'Optimal subsampling proportional subdistribution hazards regression with rare events in big data'. Statistics and its Interface, 0 (accepted, in press). pp. 1 - 17. ISSN: 1938-7989 Open Access Link

Jiang, R., Liang, L. and Yu, K. (2024) 'Renewable Huber estimation method for streaming datasets'. Electronic Journal of Statistics, 18 (1). pp. 674 - 705. ISSN: 1935-7524 Open Access Link

Jiang, R. and Yu, K. (2024) 'Unconditional Quantile Regression for Streaming Datasets'. Journal of Business and Economic Statistics, 0 (ahead of print). pp. 1 - 12. ISSN: 0735-0015 Open Access Link

Xiong, W., Pan, H., Yu, K. and Tian, M. (2024) 'A weighted quantile regression approach for complex high-dimensional heterogeneous data'. Scientia Sinica Mathematica, 54 (2). pp. 181 - 210. ISSN: 1674-7216

Jiang, R., Choy, SK. and Yu, K. (2023) 'Non-crossing quantile double-autoregression for the analysis of streaming time series data'. Journal of Time Series Analysis, 45 (4). pp. 513 - 532. ISSN: 0143-9782 Open Access Link

Jiang, R. and Yu, K. (2023) 'Rong Jiang and Keming Yu's Discussion of “Estimating means of bounded random variables by betting” by Ian Waudby-Smith and Aaditya Ramdas'. Journal of the Royal Statistical Society Series B: Statistical Methodology, 86 (1). pp. 38 - 39. ISSN: 1369-7412 Open Access Link

Ma, S., Yu, K., Tang, M-L., Pan, J., Härdle, WK. and Tian, M. (2023) 'A Bayesian multistage spatio-temporally dependent model for spatial clustering and variable selection'. Statistics in Medicine, 42 (26). pp. 4794 - 4823. ISSN: 0277-6715 Open Access Link

Yu, K. and Chu, Y. (2023) 'Bayesian log-linear beta-negative binomial integer-valued Garch model'. Computational Statistics, 39 (3). pp. 1183 - 1202. ISSN: 0943-4062 Open Access Link

Chu, Y., Yin, Z. and Yu, K. (2023) 'Bayesian scale mixtures of normals linear regression and Bayesian quantile regression with big data and variable selection'. Journal of Computational and Applied Mathematics, 428. pp. 1 - 15. ISSN: 0377-0427 Open Access Link

Liu, Y., Wang, Z., Tian, M. and Yu, K. (2022) 'Estimation and variable selection for generalized functional partially varying coefficient hybrid models'. Statistical Papers, 65 (1). pp. 93 - 119. ISSN: 0932-5026

Yu, Z., Yu, K., Härdle, WK., Zhang, X., Wang, K. and Tian, M. (2022) 'Bayesian Spatio-Temporal Modeling for the Inpatient Hospital Costs of Alcohol-Related Disorders'. Journal of the Royal Statistical Society. Series A: Statistics in Society, 185 (Supplement 2). pp. S644 - S667. ISSN: 0964-1998 Open Access Link

Jiang, R. and Yu, K. (2022) 'Renewable quantile regression for streaming data sets'. Neurocomputing, 508. pp. 208 - 224. ISSN: 0925-2312 Open Access Link

Hau, L., Zhu, H., Sun, W. and Yu, K. (2022) 'Flight-to-quality or not? Evidence from China’s green bond and green equity markets during COVID-19 crisis'. Applied Economics Letters, 30 (13). pp. 1798 - 1804. ISSN: 1350-4851

Jiang, R. and Yu, K. (2022) 'No-crossing single-index quantile regression curve estimation'. Journal of Business & Economic Statistics, 41 (2). pp. 309 - 320. ISSN: 0735-0015 Open Access Link

Yu, K. and Jiang, R. (2021) 'Smoothing quantile regression for a distributed system'. Neurocomputing, 466. pp. 311 - 326. ISSN: 0925-2312 Open Access Link

Liu, X., Hu, X. and Yu, K. (2021) 'A Discrete Density Approach to Bayesian Quantile and Expectile Regression with Discrete Responses'. Journal of Statistical Theory and Practice, 15 (3). pp. 1 - 19. ISSN: 1559-8608 Open Access Link

Akgul, FG., Yu, K. and Senoglu, B. (2021) 'Estimation of the system reliability for generalized inverse Lindley distribution based on different sampling designs'. Communications in Statistics - Theory and Methods, 50 (7). pp. 1532 - 1546. ISSN: 0361-0926

Xu, Q., Chen, L., Jiang, C. and Yu, K. (2020) 'Mixed data sampling expectile regression with applications to measuring financial risk'. Economic Modelling, 91. pp. 469 - 486. ISSN: 0264-9993

Akgul, FG., Yu, K. and Senoglu, B. (2020) 'Classical and Bayesian Inferences in Step-Stress Partially Accelerated Life Tests for Inverse Weibull Distribution Under Type-I Censoring'. Strength of Materials, 52 (3). pp. 480 - 496. ISSN: 0039-2316 Open Access Link

Li, R., Li, S., Yuan, D. and Yu, K. (2020) 'Does economic policy uncertainty in the U.S. influence stock markets in China and India? Time-frequency evidence'. Applied Economics, 52 (39). pp. 4300 - 4316. ISSN: 0003-6846

Yu, K. and Jiang, R. (2020) 'Single-index composite quantile regression for massive data'. Journal of Multivariate Analysis, 180. pp. 1 - 22. ISSN: 0047-259X Open Access Link

Jiang, R., Hu, X. and Yu, K. (2020) 'Single-Index Expectile Models for Estimating Conditional Value at Risk and Expected Shortfall'. Journal of Financial Econometrics, 20 (2). pp. 345 - 366. ISSN: 1479-8409 Open Access Link

Xu, QF., Ding, XH., Jiang, C., Yu, K. and Shi, L. (2020) 'An elastic-net penalized expectile regression with applications'. Journal of Applied Statistics, 48 (12). pp. 2205 - 2230. ISSN: 0266-4763 Open Access Link

Yin, Z., Yu, K. and Wang, Y. (2020) 'Robust control algorithm and simulation of networked control systems'. Computer Communications, 157. pp. 394 - 401. ISSN: 0140-3664

Deng, Q., Yi, Y. and Yu, K. (2020) 'Influencing Factors and Countermeasures of the Health of Residents in the City Clusters along the Middle Reaches of the Yangtze River'. Healthcare, 8 (2). pp. 1 - 11. ISSN: 2227-9032 Open Access Link

Liu, X., Siverani, S., Yu, K. and Smith, KJ. (2020) 'Modelling Tails for Collinear Data with Outliers in the English Longitudinal Study of Ageing: Quantile Profile Regression'. Biometrical Journal, 62 (4). pp. 916 - 931. ISSN: 0323-3847 Open Access Link

Deng, Q., He, X. and Yu, K. (2020) 'Re-evaluating the load and identifying the influencing factors of tourism’s carbon emissions in major chinese cities'. Journal of Environmental Protection and Ecology, 21 (2). pp. 379 - 379. ISSN: 1311-5065

Li, R., Hu, Z., Li, S. and Yu, K. (2019) 'Dynamic Dependence Structure between Chinese Stock Market Returns and RMB Exchange Rates'. Emerging Markets Finance and Trade, 55 (15). pp. 3553 - 3574. ISSN: 1540-496X

Yu, K. and Liu, X. (2019) 'Improved local quantile regression'. Statistical Modelling: an international journal, 19 (5). pp. 501 - 523. ISSN: 1471-082X

Yu, K. and Doğru, FZ. (2019) 'Heteroscedastic and Heavy-tailed Regression with Mixtures of Skew Laplace Normal Distributions'. Journal of Statistical Computation and Simulation (GSCS), 89 (17). pp. 3213 - 3240. ISSN: 0094-9655 Open Access Link

Hu, X., Zhong, J., Ren, J., Shi, B. and Yu, K. (2019) 'Asymptotic properties of wavelet estimators in heteroscedastic semiparametric model based on negatively associated innovations'. Journal of Inequalities and Applications, 2019 (1). ISSN: 1025-5834

Alhamzawi, R., Yu, K. and Mallick, H. (2019) 'Quantile Regression and beyond in Statistical Analysis of Data'. Journal of Probability and Statistics, 2019. pp. 1 - 1. ISSN: 1687-952X

Peluso, A., Vinciotti, V. and Yu, K. (2018) 'Discrete Weibull generalised additive model: an application to count fertility data'. Journal of the Royal Statistical Society: Series C, 68 (3). pp. 565 - 583. ISSN: 0035-9254 Open Access Link

Jiang, R., Hu, X., Yu, K. and Qian, W. (2018) 'Composite quantile regression for massive datasets'. Statistics, 52 (5). pp. 980 - 1004. ISSN: 0233-1888 Open Access Link

Yu, K. and Liu, X. (2018) 'Improved local quantile regression'. Statistical Modelling: an international journal, 19 (5). pp. 501 - 523. ISSN: 1471-082X Open Access Link

Zhu, H., Tang, Y., Peng, C. and Yu, K. (2018) 'The heterogeneous response of the stock market to emission allowance price: evidence from quantile regression'. Carbon Management, 9 (3). pp. 277 - 289. ISSN: 1758-3004

Yu, K. (2018) 'An effective mixed-model for screening differentially expressed genes of breast cancer based on LR-RF'. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16 (1). pp. 124 - 130. ISSN: 1545-5963 Open Access Link

Yu, K., Sun, M., Ding, T. and Tang, X-Q. (2018) 'An Efficient Mixed-Model for Screening Differentially Expressed Genes of Breast Cancer Based on LR-RF'. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 4 (3). pp. 124 - 130. ISSN: 1545-5963 Open Access Link

Yu, K., Bin Muhd Noor, NN., Bharadwaj, U. and Gan, TH. (2018) 'Making use of external corrosion defect assessment (ECDA) data to predict DCVG %IR drop and coating defect area 10.1002/maco.201810085'. Materilas and Corrosion, 69 (9). pp. 1237 - 1256. ISSN: 1521-4176 Open Access Link

Klakattawi, H., Vinciotti, V. and Yu, K. (2018) 'A Simple and Adaptive Dispersion Regression Model for Count Data'. Entropy, 20 (2). pp. 142 - 142. ISSN: 1099-4300 Open Access Link

Aristodemou, K., He, J. and Yu, K. (2018) 'Binary Quantile Regression and Variable Selection: A new Approach'. Econometric Reviews, 38 (6). pp. 679 - 694. ISSN: 0747-4938 Open Access Link

Haselimashhadi, H., Vinciotti, V. and Yu, K. (2017) 'A novel Bayesian regression model for counts with an application to health data'. Journal of Applied Statistics, 45 (6). pp. 1085 - 1105. ISSN: 1360-0532 Open Access Link

Yu, K. and Rubio, F. (2017) 'Flexible objective Bayesian linear regression with applications in survival analysis'. Journal of Applied Statistics, 44 (5). pp. 798 - 810. ISSN: 1360-0532 Open Access Link

Yu, K. (2017) 'Inference on the Kumaraswamy distribution'. Communications in Statistics - Theory and Methods , 46 (5). pp. 2079 - 2090. ISSN: 0361-0926 Open Access Link

Yu, K. (2017) 'Challenges in the application of DCVG-survey to predict coating defect size on pipelines'. Materials and Corrosion, 68 (3). pp. 329 - 337. ISSN: 0947-5117 Open Access Link

Xu, Q., Liu, X., Jiang, C. and Yu, K. (2016) 'Quantile autoregression neural network model with applications to evaluating value at risk'. Applied Soft Computing Journal, 49. pp. 1 - 12. ISSN: 1568-4946 Open Access Link