Selected Publications

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. 

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

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, 41(7). (2025). 

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, 41(4).

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

Gimm, Gilbert, Rios, Nicholas, Lockett, Laina, and Hashmi, Irina. “Faculty Survey on Awareness and Attitudes toward ChatGPT in High Education Teaching.” (2025). Journal of Health Administration Education 41(2), 285-304.

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.  

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

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.

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

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.

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, 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.