Selected Publications

Rios, Nicholas, Winker, Peter, and Lin, Dennis K.J. “TA Algorithms for D-Optimal OofA Mixture Designs.” (2021). Computational Statistics & Data Analysis. 168, 107411. 

Rios, Nicholas, and Lin, Dennis K.J. “Order-of-Addition Mixture Experiments.” (2021). Journal of Quality Technology: 1-10. 

Mahadevan, Seshasayee, Rios, Nicholas, Abbey J. Kollar, Rachel Stofanak, Katherine Maloney, Kayley.E Waltz, Chinmayee Rane, Sandeep Endluri and Phillip E. Savage. “Statistical Models for Predicting Oil Composition from Hydrothermal Liquefaction of Biomass.” (2023). Energy & Fuels. 

Rios, Nicholas, Xue, Lingzhou, and Zhan, Xiang. “A Latent Variable Mixture Model for Composition-on-Composition Regression with Application to Chemical Recycling.” (2024). The Annals of Applied Statistics. 18(4). 3253-3273.  

Auerbach, Jonathan, Kepplinger, David, and Rios, Nicholas. "What is Data Science? A Closer Look at Science's Latest Priority Dispute." (2024). Real World Data Science.  https://doi.org/10.5281/zenodo.10679962. Reprinted in Significance.

Zheng, Jiayi and Rios, Nicholas. “Exact I-Optimal Constrained Order-of-Addition Experiments.” (2024). JSM 2024 Proceedings.  https://doi.org/10.5281/zenodo.13323648.

Yu, Haiyan, Han, Bing, Rios, Nicholas, and Chen, Jianbin. “Missing Data Imputation in Balanced Construction for Incomplete Block Designs.” (2024). Mathematics, 12, 3419. DOI: 10.3390/math12213419.

Rios, Nicholas, and Jie Xu. "Experimental Designs for Optimizing Last-Mile Delivery." arXiv preprint arXiv:2410.17392 (2024).

Rios, Nicholas, and Stufken, John. "Bootstrap Aggregated Designs for Generalized Linear Models.'' (2025). Journal of Data Science, Statistics, and Visualization 5(1). 

Zheng, Jiayi and Rios, Nicholas. “Exact Designs for Order-of-Addition experiments Under a Transition-Effect Model.” (2025). Computational Statistics & Data Analysis, 108162.

Gimm, Gilbert, Rios, Nicholas, Lockett, Laina, and Hashmi, Irina. “Faculty Survey on Awareness and Attitudes toward ChatGPT.” (2025). Forthcoming. Journal of Health Administration Education.

Rios, Nicholas, and Lin, Dennis K.J. “Graphical Methods for Order-of-Addition Experiments.” (2025). Journal of the Royal Statistical Society: Series B. In press. 

Chen, Jianbin, Lin, Dennis K.J., Rios, Nicholas, and Zhang, Xueru. "Design and Analysis for Constrained Order-of-Addition Experiments.'' (2025). Under revision at the Journal of the Royal Statistical Society: Series B.

Lin, Dennis K.J. and Rios, Nicholas. "Order-of-Addition Experiments: A Review and Some Recommendations.'' (2025). WIREs Computational Statistics, 17(2). 

Lin, Dennis K.J., and  Rios, Nicholas. "Data Quality: What if Deming Were Born Today?'' (2025). ASMBI. Forthcoming.

Rios, Nicholas, Shi, Yuke, Chen, Jun, Zhan, Xiang, Xue, Lingzhou, and Li, Qizhai. “High-Dimensional Composition-on-Composition Regression Analysis for Multi-omics Integration of Metagenomic Data.” Bioinformatics. (2025). Forthcoming.