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Journal Articles
- 2024
[j16]Christine M. Anderson-Cook
, Lu Lu, Robert B. Gramacy, L. Allison Jones-Farmer, Douglas C. Montgomery, William H. Woodall:
Publishing an applied statistics paper: Guidance and advice from editors. Qual. Reliab. Eng. Int. 40(4): 1918-1934 (2024)- [j15]Bianca Maria Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan, William H. Woodall:
Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice. Technometrics 66(4): 507-530 (2024) - 2023
- [j14]Hamidreza Ahady Dolatsara, Ying-Ju Chen, Robert D. Leonard, Fadel M. Megahed, L. Allison Jones-Farmer:
Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice. Big Data 11(3): 199-214 (2023) - [j13]L. Allison Jones-Farmer:
Discussion of "Is designed data collection still relevant in the big data era?". Qual. Reliab. Eng. Int. 39(4): 1114-1116 (2023) - 2022
- [j12]Lina Lee, Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer:
Robustness of the one-class Peeling method to the Gaussian Kernel Bandwidth. Qual. Reliab. Eng. Int. 38(3): 1289-1301 (2022) - 2020
- [j11]Waldyn G. Martinez, Maria L. Weese, L. Allison Jones-Farmer:
A one-class peeling method for multivariate outlier detection with applications in phase I SPC. Qual. Reliab. Eng. Int. 36(4): 1272-1295 (2020) - 2018
- [j10]Deborah K. Shepherd, L. Allison Jones-Farmer, Steven E. Rigdon, Kevin M. Bodden:
To shrink or not to shrink: Hotelling's T2 chart based on shrunken covariance estimates. Qual. Reliab. Eng. Int. 34(6): 1211-1227 (2018) - 2017
- [j9]Maria L. Weese, Waldyn G. Martinez, L. Allison Jones-Farmer:
On the Selection of the Bandwidth Parameter for the k-Chart. Qual. Reliab. Eng. Int. 33(7): 1527-1547 (2017) - 2014
- [j8]Benjamin T. Hazen, LeeAnn Kung, Casey G. Cegielski, L. Allison Jones-Farmer:
Performance expectancy and use of enterprise architecture: training as an intervention. J. Enterp. Inf. Manag. 27(2): 180-196 (2014) - [j7]Huw D. Smith, Fadel M. Megahed, L. Allison Jones-Farmer, Mark Clark:
Using Visual Data Mining to Enhance the Simple Tools in Statistical Process Control: A Case Study. Qual. Reliab. Eng. Int. 30(6): 905-917 (2014) - [j6]L. Allison Jones-Farmer, Jeremy D. Ezell, Benjamin T. Hazen:
Applying Control Chart Methods to Enhance Data Quality. Technometrics 56(1): 29-41 (2014) - [j5]Richard C. Bell, L. Allison Jones-Farmer, Nedret Billor:
A Distribution-Free Multivariate Phase I Location Control Chart for Subgrouped Data from Elliptical Distributions. Technometrics 56(4): 528-538 (2014) - 2010
- [j4]Anand Nair, L. Allison Jones-Farmer, Paul Swamidass:
Modelling the reciprocal and longitudinal effect of return on sales and R&D intensity during economic cycles. Int. J. Technol. Manag. 49(1/2/3): 2-24 (2010) - 2005
- [j3]Charles W. Champ, L. Allison Jones-Farmer, Steven E. Rigdon:
Properties of the T2 Control Chart When Parameters Are Estimated. Technometrics 47(4): 437-445 (2005) - 2002
- [j2]Joe H. Sullivan, L. Allison Jones:
A Self-Starting Control Chart for Multivariate Individual Observations. Technometrics 44(1): 24-33 (2002) - 2001
- [j1]L. Allison Jones, Charles W. Champ, Steven E. Rigdon:
The Performance of Exponentially Weighted Moving Average Charts With Estimated Parameters. Technometrics 43(2): 156-167 (2001)
Conference and Workshop Papers
- 2020
- [c2]Saeb Ragani Lamooki, Jiyeon Kang, Lora A. Cavuoto, Fadel M. Megahed, L. Allison Jones-Farmer:
Challenges and Opportunities for Statistical Monitoring of Gait Cycle Acceleration Observed from IMU Data for Fatigue Detection. BioRob 2020: 593-598 - 2015
- [c1]LeeAnn Kung, Hsiang-Jui Kung, L. Allison Jones-Farmer, Yichuan Wang:
Managing Big Data for Firm Performance: a Configurational Approach. AMCIS 2015
Informal and Other Publications
- 2024
- [i3]Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Cameron Resatar, Kaitlyn Ross, Younghwa Lee, L. Allison Jones-Farmer:
ChatISA: A Prompt-Engineered Chatbot for Coding, Project Management, Interview and Exam Preparation Activities. CoRR abs/2407.15010 (2024) - 2023
- [i2]Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Sven Knoth, L. Allison Jones-Farmer:
How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study. CoRR abs/2302.10916 (2023) - [i1]Fadel M. Megahed, Ying-Ju Chen, Inez Zwetsloot, Sven Knoth, Douglas C. Montgomery, L. Allison Jones-Farmer:
AI and the Future of Work in Statistical Quality Control: Insights from a First Attempt to Augmenting ChatGPT with an SQC Knowledge Base (ChatSQC). CoRR abs/2308.13550 (2023)
Coauthor Index
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