1 to 10 of 34 Results
Jun 2, 2025
Mastin, Natalie; Cath, Tzahi Y.; Hering, Amanda S., 2024, "Educational Vignettes using Mo(Wa)²TER Datasets", https://doi.org/10.7910/DVN/KTM68Q, Harvard Dataverse, V2, UNF:6:x4nfr+hXIuqidKjzp8j1Ow== [fileUNF]
These teaching vignettes provide two examples of analyses and exercises designed to help educators integrate the real-world datasets from the Mo(Wa)²TER Dataverse into their curriculum. The exercises can be adapted for both programming and non-programming contexts, allowing educators to use them in exams, assignments, or classroom activities, depen... |
Feb 5, 2025
Grimm, Taylor R.; Newhart, Kathryn B.; Hering, Amanda S., 2025, "Replication Data for: A Robust Self-starting Bayesian Approach for Multivariate Phase II Monitoring", https://doi.org/10.7910/DVN/UJEIBV, Harvard Dataverse, V1
Data and code to reproduce the results in Grimm, T. R., Newhart, K. B., Hering, A. S. “A Robust Self-starting Bayesian Approach for Multivariate Phase II Monitoring”. Submitted to a peer-reviewed journal for publication. |
Privett, Hunter J.; Cath, Tzahi Y.; Hering, Amanda S., 2025, "Replication Data for: Simulating Cyclical Behavior in Water and Wastewater Treatment Processes", https://doi.org/10.7910/DVN/L9ZVYR, Harvard Dataverse, V1, UNF:6:w5xSHuj6Ovw2Z5PJmhGjWg== [fileUNF]
Data and code to reproduce the results in Privett, H., Cath, T.Y., and Hering, A.S. "Simulating Cyclical Behavior in Water and Wastewater Treatment Processes" |
Nov 12, 2024
Durell, Luke; Lovin, Lea M.; Steele, W. Baylor; Mastin, Natalie; Brooks, Bryan W.; Hering, Amanda S., 2023, "Replication Data for: Balanced Two-Way Functional ANOVA: A Case Study for Toxicological Photolocomotor Response Studies", https://doi.org/10.7910/DVN/SMT1HQ, Harvard Dataverse, V2
Supplemental code and data to replicate the simulation study and case study for Durell, L., Lovin, L. M., Steele, W. B., Mastin, N., Brooks, B. W., and Hering, A. S. “Balanced Two-Way Functional ANOVA: A Case Study for Toxicological Photolocomotor Response Studies”. Under Review with the Journal of Agricultural, Biological, and Environmental Statis... |
Hering, Amanda S.; Nychka, Douglas; Durell, Luke; Slater, Carson; Poor, Michael; Hamerly, Greg; Cath, Tzahi Y., 2024, "Mo(Wa)²TER Introduction to Data Science Course Material", https://doi.org/10.7910/DVN/BZJW2E, Harvard Dataverse, V1, UNF:6:BAPN3HvBMBwDCRwxqgqKNA== [fileUNF]
These are the materials developed for the Mo(Wa)²TER Introduction to Data Science Course, which is designed for undergraduate students from any background. Introduction to principles of data science in R, including problem workflow, variable types, visualization, modeling, programming, data management and cleaning, reproducibility, and big data are... |
Hering, Amanda S.; Newhart, Kathryn B.; Weix, Derek, 2024, "Mo(Wa)²TER Data Science Workshop Material", https://doi.org/10.7910/DVN/PKLIOC, Harvard Dataverse, V1, UNF:6:VVlONyQt1UTY++NjhM4w4Q== [fileUNF]
These are the materials developed for the Mo(Wa)²TER Data Science workshop, which is designed for upper level and graduate students in environmental engineering or industry professionals in the water and wastewater treatment (W/WWT) fields. Working through this material will improve a learner’s data analysis and programming skills with the free R l... |
Jul 9, 2024
Weix, Derek; Hering, Amanda S.; Cath, Tzahi Y., 2024, "Replication Data for: Simultaneous Mean and Sparse Covariance Monitoring via Maximum Likelihood Estimation with Positive-Definite Thresholding", https://doi.org/10.7910/DVN/VIN7OI, Harvard Dataverse, V1, UNF:6:jy2WYmRLdhApologjmly9Q== [fileUNF]
Data and code to reproduce the results in Weix, D., Kim, R., Cath, T. Y., and Hering, A. S. “Simultaneous Mean and Sparse Covariance Monitoring via Maximum Likelihood Estimation with Positive-Definite Thresholding”. Submitted to a peer-reviewed journal for publication. |
Reid, Terence, K.; Dyson, John D.; Mastin, Natalie; Cath, Tzahi Y.; Hering, Amanda S., 2023, "Cloth Filter Backwash Data", https://doi.org/10.7910/DVN/TOPBB8, Harvard Dataverse, V4, UNF:6:u1qg5WB/aR584COC443Zow== [fileUNF]
Combined sewer systems in the US present capacity issues for many wastewater treatment facilities. Aqua Aerobic Systems, Inc. has developed a cloth media filter solution to overflow events and has shared data from such a system during twelve stormwater events. SCADA measurements during each event were taken every 5 seconds, and this is a dataset th... |
Apr 3, 2024
Grimm, Taylor R.; Branch, Amos; Thompson, Kyle A.; Salveson, Andrew; Zhao, John; Johnson, Darrell; Newhart, Kathryn B.; Hering, Amanda S., 2024, "Replication Data for: Long-Term Statistical Process Monitoring of an Ultrafiltration Water Treatment Process", https://doi.org/10.7910/DVN/Z02DJ4, Harvard Dataverse, V1
Data and code to reproduce the results in Grimm, T. R., Newhart, K. B., Hering, A. S. “Long-term Statistical Process Monitoring of an Ultrafiltration Water Treatment Process”. Submitted to a peer-reviewed journal for publication. |
Mar 26, 2024
Grimm, Taylor R.; Cath, Tzahi Y.; Newhart, Kathryn B.; Hering, Amanda S., 2024, "Replication Data for: Nonparametric Threshold Estimation of Autocorrelated Statistics in Multivariate Statistical Process Monitoring", https://doi.org/10.7910/DVN/JHGHVM, Harvard Dataverse, V1, UNF:6:oxmkOzodUVW5AyZhJsFJPw== [fileUNF]
Data and code to reproduce the results in Grimm, T. R., Newhart, K. B., Hering, A. S. "Nonparametric Threshold Estimation of Autocorrelated Statistics in Multivariate Statistical Process Monitoring". Submitted to a peer-reviewed journal for publication. |
