Here are chronologically ordered research results.


(A) Journal Articles


ShengLi Tzeng, Bo-Yu Chen, and Hsin-Cheng Huang*. Assessing spatial stationarity and segmenting spatial processes into stationary components, JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 29(2), 301-319, 2024.

ShengLi Tzeng, Chi‐Wei Lai and Hsin‐Cheng Huang*. Spatially adaptive calibrations of AirBox PM2.5 data. BIOMETRICS, 79(4), 3637-3649, 2023.

Heng-Hui Lue and ShengLi Tzeng*. Interpretable, predictive spatio-temporal models via enhanced pairwise directions estimation. JOURNAL OF APPLIED STATISTICS, 50(14), 2914-2933, 2023.

Ding-Chih Lin, Hsin-Cheng Huang and ShengLi Tzeng*. Some enhancements to DeepKriging. STAT, 12(1): e559, 2023.

ShengLi Tzeng, Chun-Shu Chen, Yu-Fen Li and Jin-Hua Chen*. On summary ROC curve for dichotomous diagnostic studies: an application to meta-analysis of COVID-19. JOURNAL OF APPLIED STATISTICS, 50(6), 1418-1434, 2023.

Yu-Jie Huang, Shun-Hong Wang and ShengLi Tzeng*. Exploring the spatial patterns of the PM2.5 time series–a case study of microsensors in Taichung. JOURNAL OF THE CHINESE STATISTICAL ASSOCIATION, 60(2), 178-194, 2022.

Sean R. Anderson*, Rachael Jocewicz, Alan Kan, Jun Zhu, ShengLi Tzeng and Ruth Y. Litovsky. Sound source localization patterns and bilateral cochlear implants: Age at onset of deafness effects. PLOS ONE, 17(2), e0263516, 2022.

ShengLi Tzeng, Jun Zhu*, Weisman, Amy J. Weisman, Tyler J. Bradshaw, and Robert Jeraj. Spatial process decomposition for quantitative imaging biomarkers using multiple images of varying shapes. STATISTICS IN MEDICINE, 40(5):1243-1261, 2021.

Guowen Huang, Ling-Jyh Chen, Wen-Han Hwang, ShengLi Tzeng, and Hsin-Cheng Huang*. Real-time PM 2.5 mapping and anomaly detection from AirBoxes in Taiwan. ENVIRONMETRICS, 29(8):e2537, 2018.

Un Jung Lee, ShengLi Tzeng, Yu-Chuan Chen, and James J. Chen*. Prognostic and predictive signatures for treatment decisions. BIOMARKERS IN MEDICINE, 12(8), 849-859, 2018.

ShengLi Tzeng and Hsin-Cheng Huang*. Resolution adaptive fixed rank kriging. TECHNOMETRICS, 60(2), 198-208, 2018.

ShengLi Tzeng, Christian Hennig, Yu-Fen Li, and Chien-Ju Lin*. Dissimilarity for functional data clustering based on smoothing parameter commutation. STATISTICAL METHODS IN MEDICAL RESEARCH, 27(11), 3492-3504, 2018.

ShengLi Tzeng and Hsin-Cheng Huang*. Non-stationary multivariate spatial covariance estimation via low-rank regularization. STATISTICA SINICA, 25, 151-171, 2015.

James J. Chen, Chen-An Tsai, ShengLi Tzeng, and Chun-Houh Chen*. Gene selection with multiple ordering criteria. BMC BIOINFORMATICS, 8, 74, 2007.

ShengLi Tzeng, Hsin-Cheng Huang, and Noel Cressie*. A fast, optimal spatial-prediction method for massive datasets. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 100(472), 1343-1357, 2005.

(B) Book Chapters and Others


ShengLi Tzeng, Han-Ming Wu, and Chun-Houh Chen. Selection of proximity measures for matrix visualization of binary data. In 2009 2nd International Conference on Biomedical Engineering and Informatics (BMEI'09), IEEE, pp. 1-9, 2009.

Han-Ming Wu, ShengLi Tzeng, and Chun-Houh Chen. Matrix visualization. In Handbook of computational statistics: data visualization, Chen CH, Härdle W, Unwin A (eds). Berlin: Springer-Verlag, pp. 681-708, 2008.