Christine M. Anderson-Cook

Orcid: 0000-0002-0165-5565

Affiliations:
  • Los Alamos National Laboratory, NM, USA


According to our database1, Christine M. Anderson-Cook authored at least 62 papers between 1996 and 2024.

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Bibliography

2024
Publishing an applied statistics paper: Guidance and advice from editors.
Qual. Reliab. Eng. Int., June, 2024

Input-response space-filling designs incorporating response uncertainty.
Stat. Anal. Data Min., February, 2024

2023
Rejoinder for "Is Designed Data Collection Still Relevant in the Big Data Era?".
Qual. Reliab. Eng. Int., June, 2023

Is designed data collection still relevant in the big data era?
Qual. Reliab. Eng. Int., June, 2023

2022
Practical choices for space-filling designs.
Qual. Reliab. Eng. Int., 2022

2021
Understanding the merits of winning data competition solutions for varied sets of objectives.
Stat. Anal. Data Min., 2021

Input-response space-filling designs.
Qual. Reliab. Eng. Int., 2021

Strategies for sequential design of experiments and augmentation.
Qual. Reliab. Eng. Int., 2021

Optimal designs for dual response systems for the normal and binomial case.
Qual. Reliab. Eng. Int., 2021

2019
Predicting historical indoor temperatures from available local weather data.
Stat. Anal. Data Min., 2019

How to Host An Effective Data Competition: Statistical Advice for Competition Design and Analysis.
Stat. Anal. Data Min., 2019

Selecting a near-optimal design for multiple criteria with improved robustness to different user priorities.
Qual. Reliab. Eng. Int., 2019

Do Solar Proton Events Reduce the Number of Faults in Supercomputers?: A Comparative Analysis of Faults During and without Solar Proton Events.
Proceedings of the IEEE International Reliability Physics Symposium, 2019

2018
Bayesian probability of predictive agreement for comparing the outcome of two separate regressions.
Qual. Reliab. Eng. Int., 2018

Assessing robustness of factor ranking for supersaturated designs.
Qual. Reliab. Eng. Int., 2018

Using Multiple Criteria Optimization and Two-Stage Genetic Algorithms to Select a Population Management Strategy with Optimized Reliability.
Complex., 2018

2017
Comparing the Reliability of Related Populations With the Probability of Agreement.
Technometrics, 2017

Order priors for Bayesian network discovery with an application to malware phylogeny.
Stat. Anal. Data Min., 2017

APT malware static trace analysis through bigrams and graph edit distance.
Stat. Anal. Data Min., 2017

Multiple Response Optimization for Higher Dimensions in Factors and Responses.
Qual. Reliab. Eng. Int., 2017

Selecting the Best Wild Card Entries in a Covering Array.
Qual. Reliab. Eng. Int., 2017

Examining robustness of model selection with half-normal and LASSO plots for unreplicated factorial designs.
Qual. Reliab. Eng. Int., 2017

Influence Plots for LASSO.
Qual. Reliab. Eng. Int., 2017

Firework Plots for Evaluating the Impact of Outliers and Influential Observations in Ridge Regression.
Qual. Reliab. Eng. Int., 2017

Uncertainty analysis of trade-offs between multiple responses using hypervolume.
Qual. Reliab. Eng. Int., 2017

2016
Graphical methods for evaluating covering arrays.
Qual. Reliab. Eng. Int., 2016

Graphical Methods for Influential Data Points in Cluster Analysis.
Qual. Reliab. Eng. Int., 2016

The Impact of Response Measurement Error on the Analysis of Designed Experiments.
Qual. Reliab. Eng. Int., 2016

Bayesian Networks with Prior Knowledge for Malware Phylogenetics.
Proceedings of the Artificial Intelligence for Cyber Security, 2016

2015
Statistical Model Selection for Better Prediction and Discovering Science Mechanisms That Affect Reliability.
Syst., 2015

Visualizing discrepancies from nonlinear models and computer experiments.
Stat. Anal. Data Min., 2015

Impact of response variability on Pareto front optimization.
Stat. Anal. Data Min., 2015

Statistical analysis for nuclear forensics experiments.
Stat. Anal. Data Min., 2015

Using Genetic Algorithms to Design Experiments: A Review.
Qual. Reliab. Eng. Int., 2015

Visualization Approaches for Evaluating Ridge Regression Estimators in Mixture and Mixture-Process Experiments.
Qual. Reliab. Eng. Int., 2015

2014
Comment: Toward Guidelines for Practitioners on Screening Designs and Analysis.
Technometrics, 2014

Balancing Multiple Criteria Incorporating Cost using Pareto Front Optimization for Split-Plot Designed Experiments.
Qual. Reliab. Eng. Int., 2014

Correlation-Based <i>r</i>-plot for Evaluating Supersaturated Designs.
Qual. Reliab. Eng. Int., 2014

Firework Plot as a Graphical Exploratory Data Analysis Tool for Evaluating the Impact of Outliers in Data Exploration and Regression.
Qual. Reliab. Eng. Int., 2014

Optimal designed experiments using a Pareto front search for focused preference of multiple objectives.
Comput. Stat. Data Anal., 2014

Incorporating response variability and estimation uncertainty into Pareto front optimization.
Comput. Ind. Eng., 2014

2013
A Case Study on Selecting a Best Allocation of New Data for Improving the Estimation Precision of System and Subsystem Reliability Using Pareto Fronts.
Technometrics, 2013

Adapting the Hypervolume Quality Indicator to Quantify Trade-offs and Search Efficiency for Multiple Criteria Decision Making Using Pareto Fronts.
Qual. Reliab. Eng. Int., 2013

2012
Computationally Efficient Comparison of Experimental Designs for System Reliability Studies With Binomial Data.
Technometrics, 2012

Model Selection for Good Estimation and Prediction over a User-Specified Covariate Distribution for Linear Models under the Frequentist Paradigm.
Qual. Reliab. Eng. Int., 2012

Three-Dimensional Quantile Plots and Dynamic Quantile Plots of the Prediction Variance for Response Surface Designs.
Qual. Reliab. Eng. Int., 2012

2011
Optimization of Designed Experiments Based on Multiple Criteria Utilizing a Pareto Frontier.
Technometrics, 2011

A case study for quantifying system reliability and uncertainty.
Reliab. Eng. Syst. Saf., 2011

Quantifying reliability uncertainty from catastrophic and margin defects: A proof of concept.
Reliab. Eng. Syst. Saf., 2011

A generalized linear model approach to designing accelerated life test experiments.
Qual. Reliab. Eng. Int., 2011

Using age and usage for prediction of reliability of an arbitrary system from a finite population.
Qual. Reliab. Eng. Int., 2011

Fraction of design space plots for evaluating ridge estimators in mixture experiments.
Qual. Reliab. Eng. Int., 2011

2010
Comment.
Technometrics, 2010

Reliability Models for Almost-Series and Almost-Parallel Systems.
Technometrics, 2010

2009
Bayesian Analysis of Split-Plot Experiments With Nonnormal Responses for Evaluating Nonstandard Performance Criteria.
Technometrics, 2009

Graphical Tools for Assessing the Sensitivity of Response Surface Designs to Model Misspecification.
Technometrics, 2009

Resource allocation for reliability of a complex system with aging components.
Qual. Reliab. Eng. Int., 2009

2008
Robust split-plot designs.
Qual. Reliab. Eng. Int., 2008

2007
Cost-penalized estimation and prediction evaluation for split-plot designs.
Qual. Reliab. Eng. Int., 2007

2006
Fraction of Design Space Plots for Split-plot Designs.
Qual. Reliab. Eng. Int., 2006

2002
Statistical Consulting: A Guide to Effective Communication.
Technometrics, 2002

1996
8 Analysis of location and dispersion effects from factorial experiments with a directional response.
Proceedings of the Design and analysis of experiments., 1996


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