Abstracts and downloadable presentations may be viewed here or navigated by clicking on the titles below.
At-A-Glance Schedule – Thursday, October 4, 2018
8:00a – 9:00a |
Welcome & Plenary Session
Gerald J. Hahn Achievement Award
Collaboration
Wayne Nelson, Wayne Nelson Statistical Consulting |
9:15a – 10:00a |
1A: Experiences with Big Data
Murat Kulahci, Technical University of Denmark and Lulea University of Technology
Moderator: Flor Castillo |
1B: Big Data at Owens Corning: A Case Study on Deriving VOC from 1.4 Million Words of Free-Form Text
Tina V. Pickerel, Owens Corning
Keith Bowers, Bowers Management Analytics
Moderator: Amanda McGough |
1C: Slack-Variable Versus Mixture Modeling for Mixture Experiments: A Definitive Comparison
Greg F. Piepel, Pacific Northwest National Laboratory
Moderator: Byran Smucker |
10:30a – 12:00p |
2A: Collaboration
Strategic Design and Analysis for Hosting Data Competitions
Christine Anderson-Cook, Los Alamos National Laboratory
Statistics and Metrology: A Collaboration
Stephen V. Crowder, Sandia National Laboratory
Moderator: Steven Schuelka |
2B: STAT Invited Session
Customizing and Assessing Deep Learning for Specific Tasks
Amir Tavanaei, Procter and Gamble
Understanding and Leveraging Today’s Artificial Intelligence and Machine Learning
Michael Garris, NIST
Moderator: Adam Pintar |
2C: Technometrics Invited Session
Fast Computation of Exact G-Optimal Designs via Iλ-Optimality
Christopher J. Nachtsheim, University of Minnesota
Central Composite Experimental Designs for Multiple Responses with Different Models
Wilmina M. Marget, Augsburg University
Moderator: Laura Freeman |
12:15p – 1:45p |
Luncheon:
Aerospace Technologies: Past, Present, and Future
Jerry Tarnacki, Senior VP (Ret.), Space Business Unit, Aerojet Rocketdyne |
2:00p – 3:30p |
3A: Process
A Recommended Set of Indices for Evaluating Process Health
Kevin White, Eastman
Specification Setting – an Adaptive Approach
Brad Evans, Pfizer Research And Development
Moderator: Ashley Childress |
3B: Model Validation
Model Validation Strategies for Designed Experiments Using Bootstrapping Techniques with Applications to Biopharmaceuticals
Christopher Gotwalt, JMP Division of the SAS Institute
Predictive Response Surface Models: To Reduce or Not to Reduce?
Byran Smucker, Miami University
Moderator: Maria Weese |
3C: Industrial Engineering
Condition-Based Maintenance Policy under Gamma Degradation Process
David Han, University of Texas at San Antonio
Estimating the Uncertainty of the Change in Holdup Inventory
Philip Gibbs, Oak Ridge National Laboratory
Moderator: William Guthrie |
4:00p – 5:00p |
Youden Address
Leveraging Industrial Statistics in the Data Revolution
L. Allison Jones-Farmer, Miami University |
At-A-Glance Schedule – Friday, October 5, 2018
7:30a – 8:00a |
Registration |
8:00a – 9:30a |
4A: Q&P Invited
Sequential Bayesian Design for Accelerated Life Tests
Yili Hong, Virginia Tech
Comparing Two Kaplan-Meier Curves with the Probability of Agreement
Nathaniel Stevens, University of San Francisco
Moderator: Wayne Nelson |
4B: CPID Invited
Introduction to the Design and Analysis of Order-of-Addition Experiments
Joseph Voelkel, RIT
Design and Analysis for Order-of-Addition Experiment: Some Recent Advances
Dennis Lin, PSU
Moderator: Stephanie DeHart |
4C: JQT Invited
Bias/Variance Trade-Off In Estimates of a Process Parameter Based on Temporal Data
Tricia Barfoot, Emmetros Ltd.
DP-Optimality in Terms of Multiple Criteria and Its Applications to the Split-Plot Design
Shaun S. Wulff, University of Wyoming
Moderator: Peter Parker |
10:00a – 11:30p |
5A: SPES Invited
FPL – Power Delivery’s Powerful Predictors
Daniel Barbosa, Florida Power & Light
Storm Outage Forecasting – Handling Uncertainty and Dealing with Zero-Inflating
Seth Guikema, University of Michigan
Moderator: Willis Jensen |
5B: DOE in DOD
Difficulties with Applied Statistics in DoD: Practical Solutions to Limitations in Testing
Francisco Ortiz, The Perduco Group
Power Approximations for Failure-Time Regression Models
Rebecca Medlin, Institute for Defense Analyses
Moderator: David Han |
5C: QE Invited
Statistical Engineering Approach to Improve the Realism of Computer-Simulated Experiments with Aircraft Trajectory Clustering
Sara R. Wilson, NASA
Prioritization of Stockpile Maintenance with Layered Pareto Fronts
Sarah Burke, The Perduco Group
Moderator: David Edwards |
11:45a – 1:15p |
Luncheon:
Statisticians Leading in a Data Science World
Lisa LaVange, ASA President |
1:30p – 3:00p |
6A: Education
The Art of Teaching and Communicating Design of Experiments to Non-Statisticians
Shari Kraber, Stat-Ease
Small Statistics, Big Data Curriculum
Chad Foster, GE Aviation
Moderator: Christine Anderson-Cook |
6B: DOE
A Practical Framework for the Design and Analysis of Experiments with Interference Effects
Katherine Allen Moyer, North Carolina State University
Calibration of Regression Models used in Smartphones’ Applications for Estimating the IRI in Urban Areas in Peru
A. Valeria Quevedo, Virginia Tech
Moderator: Michael Joner |
6C: Applications
Geometric Shape Deviation Modeling Across Different Processes and Shapes in Additive Manufacturing Systems
Arman Sabbaghi, Purdue University
Applying Monte Carlo Logic Regression to the Drug-Adverse Event Association Study
Minh Pham, University of South Florida
Moderator: Shaun Wulff |
3:15p – 5:15p |
Wine & Cheese Reception with SPES Special Panel Session
Statistical Engineering; What Is It and Where Is It Going
Roger Hoerl (Union College), William Brenneman (Procter and Gamble), and Geoff Vining (Virginia Tech) |
View past programs here.