Alyson Gabbard Wilson

Also known as: Alyson G. Wilson; A. G. Wilson; Alyson Gabbard Wilson; A. Wilson

Works (103)

Updated: September 2nd, 2024 05:06

2024 book

Emerging Hazards in Commercial Aviation—Report 2

By: C. Aviation Safety, T. Board & E. Sciences

Source: ORCID
Added: September 1, 2024

2024 journal article

From FMECA to Decision: A Fully Bayesian Reliability Process

MILITARY OPERATIONS RESEARCH, 29(1).

By: A. Hollis*, T. Moore, A. Wilson* & N. Clark

Sources: Web Of Science, NC State University Libraries
Added: June 11, 2024

2024 book

Risk Analysis Methods for Nuclear War and Nuclear Terrorism

By: C. Nuclear War, B. Mathematical Sciences, Nuclear, C. International Security, D. Engineering, D. Earth, Policy, E. Sciences

Contributors: W. Ostendorff, A. Wilson, E. Pate-Cornell, V. Bier, E. Bunn, N. Cooke, R. Jeanloz, R. Mies ...

Source: ORCID
Added: July 8, 2024

2023 journal article

Motif-Based Exploratory Data Analysis for State-Backed Platform Manipulation on Twitter

Proceedings of the International AAAI Conference on Web and Social Media.

By: K. Hameed n, R. Johnston n, B. Younce n, M. Tang n & A. Wilson n

Source: ORCID
Added: July 4, 2024

2023 book

Risk Analysis Methods for Nuclear War and Nuclear Terrorism

By: C. Nuclear War, B. Mathematical Sciences, Nuclear, C. International Security, D. Engineering, D. Earth, Policy, E. Sciences

Source: ORCID
Added: July 8, 2024

2023 book

Risk Analysis Methods for Nuclear War and Nuclear Terrorism

By: C. Nuclear War, B. Mathematical Sciences, Nuclear, C. International Security, D. Engineering, D. Earth, Policy, E. Sciences

Source: ORCID
Added: July 8, 2024

2022 book

Emerging Hazards in Commercial Aviation-Report 1: Initial Assessment of Safety Data and Analysis Processes

In Transportation Research Board.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2022 journal article

Multiresolution Broad Area Search: Monitoring Spatial Characteristics of Gapless Remote Sensing Data

Journal of Data Science.

TL;DR: This work proposes monitoring multiresolution signals based on a wavelet decomposition to capture spatial change coherence on several scales to detect change sites and achieves site detection with less than two thirds of the monitoring processes required for pixel-wise roboBayes at the same resolution. (via Semantic Scholar)
Source: ORCID
Added: October 4, 2022

2021 book

An Assessment of Selected Divisions of the Information Technology Laboratory at the National Institute of Standards and Technology

In National Academies Press.

By: P. Standards, C. NIST Technical Programs, L. Board, D. Engineering & E. Sciences

Source: ORCID
Added: July 8, 2024

2021 journal article

Dynamic logistic regression and variable selection: Forecasting and contextualizing civil unrest

INTERNATIONAL JOURNAL OF FORECASTING, 38(2), 648–661.

By: J. Bakerman n, K. Pazdernik n, G. Korkmaz* & A. Wilson n

author keywords: Civil unrest; Dynamic logistic regression; Forecasting; Polya-Gamma latent variable; Penalized credible regions
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: September 4, 2021

2021 book

Empowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science

In National Academies Press.

By: C. Data Use, B. Mathematical Sciences, C. Applied, A. Board, C. Science, B. Higher Education, C. National Statistics, D. Engineering ...

Source: ORCID
Added: July 8, 2024

2021 journal article

Multi-model penalized regression

STATISTICAL ANALYSIS AND DATA MINING, 14(6), 698–722.

By: L. Wendelberger n, B. Reich n & A. Wilson n

author keywords: model averaging; model uncertainty; penalized regression; variable selection
Sources: Web Of Science, NC State University Libraries
Added: February 1, 2021

2021 journal article

SURROGATE BASED MUTUAL INFORMATION APPROXIMATION AND OPTIMIZATION FOR URBAN SOURCE LOCALIZATION

INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 11(5), 39–55.

By: A. Hollis n, R. Smith n & A. Wilson n

author keywords: computational statistics; information theory; bayesian inference; spatial statistics
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: June 21, 2021

2020 journal article

A STATISTICAL ANALYSIS OF NOISY CROWDSOURCED WEATHER DATA

ANNALS OF APPLIED STATISTICS, 14(1), 116–142.

By: A. Chakraborty n, S. Lahiri* & A. Wilson n

author keywords: Veracity score; geostatistics; robust kriging; hyperlocal spatial prediction
TL;DR: A reliability metric, namely Veracity Score (VS), is introduced to assess the quality of the crowdsourced observations using a coarser, but high-quality, reference data to improve hyper-local spatial prediction using this varying-quality noisy crowdsourced information. (via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 8, 2020

2020 chapter

Algorithms in Diffraction Profile Analysis

In Handbook on Big Data and Machine Learning in the Physical Sciences.

Contributors: A. Wilson, S. Singh, A. Paterson, L. Wendelberger, C. Fancher, B. Reich, R. Smith, J. Jones

Source: ORCID
Added: July 4, 2024

2020 journal article

Bayesian refinement of full profile diffraction patterns for uncertainty quantification

Acta Crystallographica Section A Foundations and Advances.

By: R. Broughton n, S. O'Donnell n, E. Gabilondo n, C. Chung n, P. Maggard n, A. Wilson n, B. Reich n, R. Smith n, J. Jones n

Source: ORCID
Added: July 4, 2024

2020 journal article

Bayesian statistical models for community annoyance survey data

The Journal of the Acoustical Society of America.

By: J. Lee*, J. Rathsam* & A. Wilson n

UN Sustainable Development Goal Categories
Source: ORCID
Added: July 4, 2024

2020 book

Improving Defense Acquisition Workforce Capability in Data Use

In National Academies Press.

By: B. Mathematical Sciences, D. Engineering & E. Sciences

Source: ORCID
Added: July 8, 2024

2020 journal article

Practical reliability growth modeling

Quality and Reliability Engineering International.

By: J. Cahoon*, K. Sanborn n & A. Wilson n

author keywords: Bayesian reliability growth modeling; Crow model; Duane model; intensity function; mean time between failures; nonhomogeneous Poisson process; PM2; reliability growth planning; reliability growth projection; reliability growth tracking
Source: ORCID
Added: December 25, 2020

2019 journal article

Bayesian variable selection for logistic regression

STATISTICAL ANALYSIS AND DATA MINING, 12(5), 378–393.

By: Y. Tian n, H. Bondell n & A. Wilson n

author keywords: joint credible region; Laplace prior; LASSO; Normal-gamma prior
TL;DR: The use of the Normal‐Gamma prior with recommendations on calibration of the hyper‐parameters is proposed and shown to outperform other methods in high‐dimensional settings, especially with highly correlated data. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: October 14, 2019

2019 journal article

Discussion on “Effective interdisciplinary collaboration between statisticians and other subject matter experts”

Discussion on “Effective interdisciplinary collaboration between statisticians and other subject matter experts.” Quality Engineering, 31(1), 192–194.

By: E. Typhina n & A. Wilson n

Source: ORCID
Added: December 7, 2019

2019 journal article

Immersive Collaboration on Data Science for Intelligence Analysis

Harvard Data Science Review.

By: A. Wilson n, M. Schmidt n, L. Schmidt* & B. Winter n

Source: ORCID
Added: July 4, 2024

2019 journal article

Tenure and Promotion Outcomes at Four Large Land Grant Universities: Examining the Role of Gender, Race, and Academic Discipline

RESEARCH IN HIGHER EDUCATION, 61(5), 628–651.

By: R. Durodoye*, M. Gumpertz n, A. Wilson n, E. Griffith n & S. Ahmad*

author keywords: Tenure; Faculty; Race; Gender; Discipline
UN Sustainable Development Goal Categories
5. Gender Equality (Web of Science; OpenAlex)
10. Reduced Inequalities (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: July 13, 2020

2019 article

The use of Bayesian inference in the characterization of materials and thin films

ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, Vol. 75, pp. A211–A211.

By: J. Jones*, R. Broughton*, T. Iamsasri*, C. Fancher*, A. Wilson*, B. Reich*, R. Smith*

Sources: Web Of Science, NC State University Libraries
Added: August 3, 2020

2018 chapter

Bayesian Approaches to Uncertainty Quantification and Structure Refinement from X-Ray Diffraction

In Materials Discovery and Design (pp. 81–102).

By: A. Paterson n, B. Reich n, R. Smith n, A. Wilson n & J. Jones n

TL;DR: This chapter introduces classical frequentist and Bayesian inference applied to analyzing diffraction profiles, and the methods are compared and contrasted. (via Semantic Scholar)
Sources: ORCID, Crossref, NC State University Libraries
Added: June 30, 2019

2018 journal article

Bayesian modeling and test planning for multiphase reliability assessment

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 35(3), 750–760.

By: J. Gilman n, K. Fronczyk* & A. Wilson n

Sources: Web Of Science, NC State University Libraries
Added: April 9, 2019

2018 journal article

Is it "Fake News'? Intelligence Community expertise and news dissemination as measurements for media reliability

INTELLIGENCE AND NATIONAL SECURITY, 33(7), 1040–1052.

By: H. Rendon, A. Wilson* & J. Stegall*

Sources: Web Of Science, NC State University Libraries
Added: November 19, 2018

2018 book

Learning from the Science of Cognition and Perception for Decision Making

In National Academies Press.

By: C. Behavioral, D. Behavioral & E. Sciences

Source: ORCID
Added: July 8, 2024

2018 journal article

The role of cellular contact and TGF-beta signaling in the activation of the epithelial mesenchymal transition (EMT)

CELL ADHESION & MIGRATION, 13(1), 63–75.

By: K. Gasior n, N. Wagner n, J. Cores n, R. Caspar n, A. Wilson n, S. Bhattacharya*, M. Hauck n

author keywords: EMT; TGF-; cellular adhesion; epithelial; mesenchymal; breast carcinoma; colon carcinoma
MeSH headings : Adenocarcinoma / metabolism; Adenocarcinoma / pathology; Breast Neoplasms / metabolism; Breast Neoplasms / pathology; Cell Adhesion; Cell Movement; Colorectal Neoplasms / metabolism; Colorectal Neoplasms / pathology; Epithelial-Mesenchymal Transition / drug effects; Female; Humans; Signal Transduction; Transforming Growth Factor beta / pharmacology; Tumor Cells, Cultured
TL;DR: Examination of the dual influence of the TGF-β pathway and intercellular contact on the activation of EMT in colon (SW480) and breast (MCF7) carcinoma cells highlights that, while EMT is induced by the synergy of multiple signals, this activation varies across cell types. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 24, 2019

2018 journal article

Twitter Geolocation

ACM Transactions on Knowledge Discovery from Data.

By: J. Bakerman n, K. Pazdernik n, A. Wilson n, G. Fairchild* & R. Bahran*

Source: ORCID
Added: July 4, 2024

2018 journal article

Twitter geolocation: A hybrid approach

ACM Transactions on Knowledge Discovery from Data, 12(3).

By: J. Bakerman, K. Pazdernik, A. Wilson, G. Fairchild & R. Bahran

Source: NC State University Libraries
Added: August 6, 2018

2017 conference paper

Hierarchical Bayesian Modeling of Atomic Structural Disorder

Proceedings of the International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering.

Contributors: A. Wilson, K. Pazdernik, B. Reich & K. Page

Source: ORCID
Added: July 4, 2024

2017 journal article

A Bayesian approach to modeling diffraction profiles and application to ferroelectric materials

Journal of Applied Crystallography, 50(1), 211–220.

By: T. Iamsasri n, J. Guerrier n, G. Esteves n, C. Fancher n, A. Wilson n, R. Smith n, E. Paisley*, R. Johnson-Wilke* ...

author keywords: ferroelectric materials; Bayesian inference; domain switching fraction; modeling diffraction profiles
Sources: ORCID, NC State University Libraries, Crossref, NC State University Libraries
Added: August 6, 2018

2017 journal article

Bayesian assurance tests for degradation data

Quality and Reliability Engineering International, 33(8), 2699–2709.

By: B. Weaver*, M. Hamada*, A. Wilson n & J. Bakerman n

author keywords: Bayesian inference; consumer's and producer's risks; Markov chain Monte Carlo; Monte Carlo integration; reliability
UN Sustainable Development Goal Categories
10. Reduced Inequalities (OpenAlex)
Sources: Crossref, NC State University Libraries
Added: February 18, 2020

2017 journal article

Bayesian reliability: Combining information

Quality Engineering, 29(1), 119–129.

By: A. Wilson & K. Fronczyk

Source: NC State University Libraries
Added: August 6, 2018

2017 encyclopedia entry

National Security Risk Analysis

In Wiley StatsRef: Statistics Reference Online.

By: A. Wilson n & K. Fronczyk*

Source: ORCID
Added: July 4, 2024

2017 journal article

Retention and promotion of women and underrepresented minority faculty in science and engineering at four large land grant institutions

PLOS ONE.

Source: ORCID
Added: July 4, 2024

2017 journal article

The negative log-gamma prior distribution for Bayesian assessment of system reliability

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 232(3), 308–319.

author keywords: Bayesian; elicitation; posterior distribution; prior distribution; negative log-gamma
TL;DR: The negative log-gamma distribution is presented as a prior distribution useful for Bayesian assessment of system reliability and two new prior distributions for analyzing time-varying reliability are proposed. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

2016 article

A Bayesian approach to evaluation of operational testing of land warfare systems

(2016, January). Military Operations Research.

Contributors: A. Wilson, L. Dewald, R. Holcomb & S. Parry

Source: ORCID
Added: July 4, 2024

2016 journal article

Bayesian Reliability: Combining Information

Quality Engineering, 8, 0–0.

By: A. Wilson n & K. Fronczyk*

author keywords: assurance testing; hierarchical model; Markov chain Monte Carlo; posterior distribution; prior distribution
TL;DR: This work introduces the Bayesian approach to reliability using several examples and point to open problems and areas for future work. (via Semantic Scholar)
Sources: Crossref, ORCID, NC State University Libraries
Added: September 4, 2020

2016 conference paper

Cross-institutional research cyberinfrastructure for data intensive science

2016 ieee high performance extreme computing conference (hpec).

TL;DR: A multi-institution effort to develop a “data science as a service” platform that integrates advanced federated data management for small to large datasets, access to high performance computing, distributed computing and advanced networking. (via Semantic Scholar)
Sources: NC State University Libraries, NC State University Libraries
Added: August 6, 2018

2016 journal article

Incorporating Concomitant Medications into Genome-Wide Analyses for the Study of Complex Disease and Drug Response

Frontiers in Genetics, 7.

UN Sustainable Development Goal Categories
3. Good Health and Well-being (OpenAlex)
Sources: ORCID, NC State University Libraries, NC State University Libraries
Added: August 6, 2018

2016 journal article

System Reliability and Component Importance Under Dependence: A Copula Approach

TECHNOMETRICS, 59(2), 215–224.

By: X. Zhang n & A. Wilson n

author keywords: Dependent coherent system; Discrete marginal; Gaussian copula; Multi-state system
TL;DR: This work characterize the influence of dependence structures on system reliability and component importance in coherent systems with discrete marginal distributions and extends the framework to coherent multi-state system. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

2016 journal article

Use of Bayesian Inference in Crystallographic Structure Refinement via Full Diffraction Profile Analysis

Scientific Reports, 6(1), 31625.

By: C. Fancher n, Z. Han n, I. Levin*, K. Page*, B. Reich n, R. Smith n, A. Wilson n, J. Jones n

Contributors: C. Fancher n, Z. Han n, I. Levin*, K. Page*, B. Reich n, R. Smith n, A. Wilson n, J. Jones n

TL;DR: A Bayesian inference method for refining crystallographic structures is presented, which better estimates the true uncertainties in the model as compared to the Rietveld method. (via Semantic Scholar)
Sources: ORCID, NC State University Libraries, Crossref, NC State University Libraries
Added: August 6, 2018

2015 article

Computing quality scores and uncertainty for approximate pattern matching in geospatial semantic graphs

STATISTICAL ANALYSIS AND DATA MINING, Vol. 8, pp. 340–352.

By: D. Stracuzzi*, R. Brost*, C. Phillips*, D. Robinson*, A. Wilson n & D. Woodbridge*

Contributors: D. Stracuzzi*, R. Brost*, C. Phillips*, D. Robinson*, A. Wilson n & D. Woodbridge*

author keywords: uncertainty; confidence intervals; statistical models; graphical models; distance metric; image interpretation; graph search
TL;DR: This work considers the problem of calculating a quality score for each match to the query, given that the underlying data are uncertain and presents a preliminary evaluation of three methods for determining both match quality scores and associated uncertainty bounds. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2015 journal article

Statistical Methods for Combining Information: Stryker Family of Vehicles Reliability Case Study

Journal of Quality Technology, 47(4), 400–415.

By: S. Steiner*, R. Dickinson*, L. Freeman*, B. Simpson* & A. Wilson n

TL;DR: It is shown that, when the available information across two test phases for the Stryker family of vehicles is combined, reliability estimates are more accurate and precise than those reported previously using traditional methods that use only operational test data in their reliability assessments. (via Semantic Scholar)
Sources: NC State University Libraries, ORCID, NC State University Libraries
Added: August 6, 2018

2015 journal article

WHY DO SIMPLE ALGORITHMS FOR TRIANGLE ENUMERATION WORK IN THE REAL WORLD?

INTERNET MATHEMATICS, 11(6), 555–571.

By: J. Berry*, L. Fostvedt*, D. Nordman*, C. Phillips*, C. Seshadhri* & A. Wilson n

Contributors: J. Berry*, L. Fostvedt*, D. Nordman*, C. Phillips*, C. Seshadhri* & A. Wilson n

UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2014 journal article

A Pilot Study Teaching Metrology in an Introductory Statistics Course

Journal of Statistics Education, 22(3).

By: E. Casleton*, A. Beyler*, U. Genschel* & A. Wilson n

author keywords: Variability; Statistics curriculum; Undergraduate statistics; Deep understanding; Data collection
Sources: Crossref, ORCID, NC State University Libraries
Added: September 9, 2020

2014 journal article

Bayesian Binomial Assurance Tests for System Reliability Using Component Data

JOURNAL OF QUALITY TECHNOLOGY, 46(1), 24–32.

By: M. Hamada*, A. Wilson n, B. Weaver*, R. Griffiths & H. Martz

author keywords: Consumer's and Producer's Posterior Risk; Demonstration Test; Hierarchical Model
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2014 book

Complex Operational Decision Making in Networked Systems of Humans and Machines

In National Academies Press.

Alyson Wilson

UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: ORCID
Added: July 8, 2024

2014 journal article

Discussion of 'Methods for planning repeated measures accelerated degradation tests'

APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 30(6), 674–676.

By: C. Reese* & A. Wilson n

Contributors: C. Reese* & A. Wilson n

UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
13. Climate Action (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2014 report

Statistically significant relational data mining :

By: J. Berry, V. Leung, C. Phillips, A. Pinar, D. Robinson, T. Berger-Wolf, S. Bhowmick, E. Casleton ...

Source: ORCID
Added: July 8, 2024

2014 conference paper

Why do simple algorithms for triangle enumeration work in the real world?

ITCS 2014 - Proceedings of the 2014 Conference on Innovations in Theoretical Computer Science, 225–234.

By: J. Berry*, L. Fostvedt*, D. Nordman*, C. Phillips*, C. Seshadhri* & A. Wilson n

Contributors: J. Berry*, L. Fostvedt*, D. Nordman*, C. Phillips*, C. Seshadhri* & A. Wilson n

TL;DR: It is proved that expected linear-time performance for degree sequences following a power law with exponent α ≥ 7/3, and non-trivial speedup whenever α ∈ (2,3). (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: ORCID
Added: December 7, 2019

2014 journal article

Working in Interdisciplinary Teams

CHANCE.

By: J. Wendelberger*, A. Wilson*, S. Stinnett* & B. Gaydos n

UN Sustainable Development Goal Categories
4. Quality Education (OpenAlex)
Source: ORCID
Added: July 4, 2024

2013 journal article

Bayesian Methods for Estimating System Reliability Using Heterogeneous Multilevel Information

TECHNOMETRICS, 55(4), 461–472.

By: J. Guo* & A. Wilson n

Contributors: J. Guo* & A. Wilson n

author keywords: Degradation data; Hierarchical model; Lifetime data; Multicomponent system
TL;DR: A Bayesian approach for assessing the reliability of multicomponent systems using multilevel information is proposed and two models allow us to evaluate system, subsystem, and component reliability using multilesvel information. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2013 journal article

Bayesian nonparametric models for community detection

Technometrics, 55(4), 390–402.

By: J. Guo*, D. Nordman* & A. Wilson n

Contributors: J. Guo*, D. Nordman* & A. Wilson n

TL;DR: A series of Bayesian nonparametric statistical models for community detection in graphs model the probability of the presence or absence of edges within the graph to estimate the number and structure of communities from the data. (via Semantic Scholar)
Sources: NC State University Libraries, ORCID, NC State University Libraries
Added: August 6, 2018

2012 journal article

A Bayesian approach to the analysis of gauge R&R data

Quality Engineering, 24(4), 486–500.

Contributors: B. Weaver*, M. Hamada*, S. Vardeman* & A. Wilson*

author keywords: gauge studies; random effects; repeatability; reproducibility; variance components
Source: ORCID
Added: December 7, 2019

2012 book

Assessing the Reliability of Complex Models

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2012 book

Industrial Methods for the Effective Development and Testing of Defense Systems

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2012 journal article

Statistical engineering-forming the foundations

Quality Engineering, 24(2), 110–132.

By: C. Anderson-Cook*, L. Lu*, G. Clark*, S. Dehart*, R. Hoerl*, B. Jones*, R. MacKay*, D. Montgomery ...

Contributors: C. Anderson-Cook*, L. Lu*, G. Clark*, S. Dehart*, R. Hoerl*, B. Jones*, R. MacKay*, D. Montgomery ...

Source: ORCID
Added: December 7, 2019

2012 journal article

Statistical engineering-roles for statisticians and the path forward

Quality Engineering, 24(2), 133–152.

By: C. Anderson-Cook*, L. Lu*, G. Clark*, S. Dehart*, R. Hoerl*, B. Jones*, R. MacKay*, D. Montgomery ...

Contributors: C. Anderson-Cook*, L. Lu*, G. Clark*, S. Dehart*, R. Hoerl*, B. Jones*, R. MacKay*, D. Montgomery ...

Source: ORCID
Added: December 7, 2019

2012 book

Testing of Body Armor Materials

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2011 journal article

A Bayesian Model for Integrating Multiple Sources of Lifetime Information in System-Reliability Assessments

Journal of Quality Technology, 43(2), 127–141.

By: C. Reese*, A. Wilson*, J. Guo*, M. Hamada* & V. Johnson*

author keywords: Censored Data; Expert Opinion; Lifetime Data; Markov Chain Monte Carlo; Multicomponent System; Multilevel Data; Prior Information
TL;DR: A Bayesian model for assessing the reliability of multicomponent systems that allows pooling of information between similar components, the incorporation of expert opinion, and straightforward handling of censored data is presented. (via Semantic Scholar)
Sources: Crossref, ORCID, NC State University Libraries
Added: September 9, 2020

2011 journal article

A case study for quantifying system reliability and uncertainty

Reliability Engineering and System Safety, 96(9), 1076–1084.

By: A. Wilson*, C. Anderson-Cook* & A. Huzurbazar*

Contributors: A. Wilson*, C. Anderson-Cook* & A. Huzurbazar*

author keywords: Bayesian; Multilevel data; Reliability block diagram; Monte Carlo
TL;DR: This paper provides a proof-of-concept that uncertainty quantification methods using Bayesian methodology can be constructed and applied to system reliability problems for a system with both series and parallel structures. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2011 journal article

A random onset model for degradation of high-reliability systems

Technometrics, 53(2), 163–172.

By: S. Wiel*, T. Graves*, A. Wilson* & S. Reese*

Contributors: S. Wiel*, T. Graves*, A. Wilson* & S. Reese*

author keywords: Aging; Bayesian; Reliability uncertainty; Sampling; Surveillance planning
TL;DR: A model is presented, called RADAR, in which a stockpile has high initial reliability that may begin declining at any time, and provides a framework for answering questions about how confidence in continued high reliability can change as a result of reduced sampling, discovery of failed units, and information about when a unit failed. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2011 journal article

Assessing the risks of sampling rates for surveilling a population

Quality Engineering, 23(3), 242–252.

By: M. Hamada*, A. Huzurbazar*, S. Vander Wiel* & A. Wilson*

Contributors: M. Hamada*, A. Huzurbazar*, S. Vander Wiel* & A. Wilson*

author keywords: degradation data; detection probability; pass/fail data; trend detection
Source: ORCID
Added: December 7, 2019

2011 journal article

Choosing a consumption strategy for a population of units based on reliability

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 225(4), 407–423.

By: L. Lu*, C. Anderson-Cook* & A. Wilson*

Contributors: L. Lu*, C. Anderson-Cook* & A. Wilson*

author keywords: probit regression; decision making; multiple competing objectives; stockpile management
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: ORCID
Added: December 7, 2019

2011 journal article

Quantifying reliability uncertainty from catastrophic and margin defects: A proof of concept

Reliability Engineering and System Safety, 96(9), 1063–1075.

By: C. Anderson-Cook*, S. Crowder*, A. Huzurbazar*, J. Lorio*, J. Ringland* & A. Wilson*

Contributors: C. Anderson-Cook*, S. Crowder*, A. Huzurbazar*, J. Lorio*, J. Ringland* & A. Wilson*

author keywords: Method of moments; Bayesian analysis; Bootstrap; System reliability; Catastrophic and margins failure modes
TL;DR: This paper provides proof of concept that uncertainty quantification methods can be constructed and applied to system reliability problems, and demonstrates that the results from the three fundamentally different approaches can be quite comparable. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2010 journal article

Comment

Technometrics, 52(4), 397–400.

By: A. Wilson* & C. Anderson-Cook*

Contributors: A. Wilson* & C. Anderson-Cook*

TL;DR: The model of the article in question is restrictive, and it is not clear to this discussant as to how the several questions the article hopes to answer can be formally addressed, given the model of Section 2. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2010 report

Network discovery, characterization, and prediction : a grand challenge LDRD final report.

By: W. Kegelmeyer

Source: ORCID
Added: July 8, 2024

2010 book

Testing of Body Armor Materials for Use by the U.S. Army--Phase II

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2009 book

Phase I Report on Review of the Testing of Body Armor Materials for Use by the U.S. Army

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2009 report

Quantifying reliability uncertainty : a proof of concept.

By: K. Diegert*, M. Dvorack*, J. Ringland*, M. Mundt*, A. Huzurbazar*, J. Lorio*, Q. Fatherley*, C. Anderson-Cook*, A. Wilson*, R. Zurn*

Source: ORCID
Added: July 8, 2024

2009 journal article

Response to Ezell and von Winterfeldt

Biosecurity and Bioterrorism, 7(1), 111–112.

By: G. Parnell*, L. Borio*, L. Cox*, G. Brown*, S. Pollock* & A. Wilson*

Contributors: G. Parnell*, L. Borio*, L. Cox*, G. Brown*, S. Pollock* & A. Wilson*

Source: ORCID
Added: December 7, 2019

2009 journal article

The Imprecise Dirichlet Model for Multilevel System Reliability

Journal of Statistical Theory and Practice, 3(1), 211–223.

By: A. Wilson*, A. Huzurbazar* & K. Sentz*

author keywords: Fault tree; Bayesian network; Multilevel data; Reliability; Multinomial-Dirichlet model; Imprecise Dirichlet model
TL;DR: This paper compares the Bayesian fault tree and incomplete data approaches to statistical inference for multilevel data in fault trees and considers two a priori representations of uncertainty about the parameters of a Bayesian network: a multinomial- Dirichlet model and an extension of the imprecise Diriclet model. (via Semantic Scholar)
Sources: Crossref, NC State University Libraries
Added: September 9, 2020

2008 book

Bayesian Reliability

In Springer New York.

By: M. Hamada*, A. Wilson*, C. Reese* & H. Martz*

Source: ORCID
Added: July 4, 2024

2008 book

Department of Homeland Security Bioterrorism Risk Assessment

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2008 journal article

Probability, chance and the probability of chance

IIE Transactions (Institute of Industrial Engineers), 41(1), 12–22.

By: N. Singpurwalla* & A. Wilson*

Contributors: N. Singpurwalla* & A. Wilson*

author keywords: Belief functions; biometry; likelihood; plausibility; quality assurance; reliability; survival analysis; uncertainty; vagueness
TL;DR: A framework is proposed that is able to show how each of these terms can be made precise, so that each reflects a distinct meaning in the day-to-day discourse on uncertainty. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2008 journal article

Reliability Modeling using Both System Test and Quality Assurance Data

Military Operations Research.

By: C. Anderson-Cook, T. Graves, N. Hengartner, R. Klamann, A. Wiedlea, A. Wilson*, G. Anderson, G. Lopez

Source: ORCID
Added: July 4, 2024

2008 journal article

Scientists urge DHS to improve bioterrorism risk assessment

Biosecurity and Bioterrorism, 6(4), 353–356.

By: G. Parnell*, L. Borio*, G. Brown*, D. Banks* & A. Wilson*

Contributors: G. Parnell*, L. Borio*, G. Brown*, D. Banks* & A. Wilson*

MeSH headings : Behavior; Bioterrorism; Government Agencies; Models, Theoretical; Risk Assessment / methods; Risk Assessment / standards; Risk Management; United States
TL;DR: The National Research Council established the Committee on Methodological Improvements to the Department of Homeland Security's Biological Agent Risk Analysis to provide an independent, scientific peer review of the BTRA, and concluded that an improved BTRA is needed to provide a more credible foundation for risk-informed decision making. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: ORCID
Added: December 7, 2019

2007 journal article

Bayesian Stockpile Reliability Methodology for Complex Systems

Military Operations Research.

By: C. Anderson-Cook, T. Graves, M. Hamada, N. Hengartner, V. Johnson, C. Reese, A. Wilson*

Source: ORCID
Added: July 4, 2024

2007 encyclopedia entry

Hierarchical Markov Chain Monte Carlo (MCMC) for Bayesian System Reliability

In Encyclopedia of Statistics in Quality and Reliability.

By: A. Wilson*

Source: ORCID
Added: July 4, 2024

2006 journal article

Advances in data combination, analysis and collection for system reliability assessment

Statistical Science, 21(4), 514–531.

By: A. Wilson*, T. Graves*, M. Hamada* & C. Reese*

Contributors: A. Wilson*, T. Graves*, M. Hamada* & C. Reese*

author keywords: Bayesian; Bayesian network; biased data; complex system; count data; degradation data; fault tree; flowgraph; genetic algorithm; lifetime data; logistic regression; Markov chain Monte Carlo; Metropolis algorithm; multilevel data; nonhomogeneous Poisson process; prior elicitation; reliability block diagram; repairable system; resource allocation
TL;DR: A review of methodology that has been proposed for addressing system reliability with limited full system testing, concerned with the combination of multiple sources of information to assess the reliability of a single component. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: ORCID
Added: December 7, 2019

2006 journal article

Bayesian networks for multilevel system reliability

Reliability Engineering and System Safety, 92(10), 1413–1420.

By: A. Wilson* & A. Huzurbazar*

Contributors: A. Wilson* & A. Huzurbazar*

author keywords: Bayesian belief network; system reliability; Bayesian reliability
TL;DR: This paper extends Bayesian networks use to multilevel discrete data and discusses how to make joint inference about all of the nodes in the network when system structures are too complex to be represented by fault trees. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2006 journal article

Information integration for complex systems

Reliability Engineering and System Safety, 92(1), 121–130.

By: A. Wilson*, L. McNamara* & G. Wilson*

Contributors: A. Wilson*, L. McNamara* & G. Wilson*

author keywords: Bayesian network; prior elicitation; reliability; ethnography
TL;DR: A framework to determine the performance or reliability of a complex system and a case study in missile reliability that focuses on the assessment of a high fidelity launch vehicle intended to emulate a ballistic missile threat is developed. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2006 journal article

Reliability

Statistical Science, 21(4).

Contributors: S. Keller-McNulty*, A. Wilson* & C. Anderson-Cook*

Source: ORCID
Added: December 7, 2019

2006 book

Statistical methods in counterterrorism: Game theory, modeling, syndromic surveillance, and biometric authentication

In Statistical Methods in Counterterrorism: Game Theory, Modeling, Syndromic Surveillance, and Biometric Authentication (pp. 1–292).

By: A. Wilson*, G. Wilson* & D. Olwell*

Contributors: A. Wilson*, G. Wilson* & D. Olwell*

Source: ORCID
Added: December 7, 2019

2005 conference paper

Fault tree uncertainty quantification using probabilities and belief structures on basic and non-basic events

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS, 2005, 65–68.

By: K. Sentz* & A. Wilson*

Contributors: K. Sentz* & A. Wilson*

TL;DR: This paper considers information at both basic and non-basic events, and describes uncertainties about this information in terms of both probability and Dempster-Shafer evidence theory for the AND gate. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2005 book

Modern Statistical and Mathematical Methods in Reliability

In Series on Quality, Reliability and Engineering Statistics.

By: A. Wilson*, N. Limnios*, S. Keller-McNulty* & Y. Armijo*

Source: ORCID
Added: July 4, 2024

2005 journal article

The Impact of Technology on the Scientific Method

CHANCE.

By: S. Keller-McNulty*, A. Wilson* & G. Wilson*

Source: ORCID
Added: July 4, 2024

2004 journal article

A fully Bayesian approach for combining multilevel failure information in fault tree quantification and optimal follow-on resource allocation

Reliability Engineering and System Safety, 86(3), 297–305.

By: M. Hamada*, H. Martz*, C. Reese*, T. Graves*, V. Johnson* & A. Wilson*

Contributors: M. Hamada*, H. Martz*, C. Reese*, T. Graves*, V. Johnson* & A. Wilson*

author keywords: genetic algorithm; information gain; Markov chain Monte Carlo
TL;DR: A fully Bayesian approach that simultaneously combines non-overlapping (in time) basic event and higher-level event failure data in fault tree quantification in order to achieve optimal allocation of resources. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

2004 journal article

Assessing Production Quality with Nonstandard Measurement Errors

Journal of Quality Technology.

By: A. Wilson*, M. Hamada* & M. Xu*

Source: ORCID
Added: July 4, 2024

2004 book

Improved Operational Testing and Evaluation and Methods of Combining Test Information for the Stryker Family of Vehicles and Related Army Systems

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2004 chapter

Integrated Analysis of Computational and Physical Experimental Lifetime Data

In Mathematical Reliability: An Expository Perspective.

Contributors: A. Wilson, C. Reese, M. Hamada & H. Martz

Source: ORCID
Added: July 4, 2024

2004 journal article

Integrated Analysis of Computer and Physical Experiments

Technometrics.

By: C. Reese*, A. Wilson*, M. Hamada*, H. Martz* & K. Ryan*

TL;DR: The proposed integrated methodology is illustrated by using it to model the thermodynamic operation point of a top-spray fluidized bed microencapsulation processing unit used in the food industry to tune the effect of functional ingredients and additives. (via Semantic Scholar)
Source: ORCID
Added: July 8, 2024

2003 book

Improved Operational Testing and Evaluation

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2003 chapter

Reliability for the 21st Century

In Mathematical and Statistical Methods in Reliability.

Contributors: A. Wilson & S. Keller-McNulty

Source: ORCID
Added: July 4, 2024

2002 book

Test Design and Evaluation for the Interim Armored Vehicle: Letter Report

In National Academies Press.

Alyson Wilson

Source: ORCID
Added: July 8, 2024

2001 journal article

Finding near-optimal Bayesian experimental designs via Genetic algorithms

American Statistician, 55(3), 175–181.

By: M. Hamada*, H. Martz*, C. Reese* & A. Wilson*

Contributors: M. Hamada*, H. Martz*, C. Reese* & A. Wilson*

author keywords: expected information gain; logistic regression; linear and nonlinear regression; multifactor designs; Shannon information
TL;DR: A genetic algorithm can be used to find near-optimal Bayesia nexperimental designs for regression models based on the expected Shannon information gain from performing a given experiment compared with the prior distribution. (via Semantic Scholar)
Source: ORCID
Added: December 7, 2019

1999 patent

Image object matching using core analysis and deformable shape loci

https://www.lens.org/161-652-391-335-889

By: C. L, F. S, P. M, J. Valen & W. G

Source: ORCID
Added: July 4, 2024

1996 chapter

Models for Shape Deformation

In Bayesian Statistics 5.

By: A. Wilson* & V. Johnson*

Source: ORCID
Added: July 4, 2024

1994 journal article

Comparison of breathing comfort during weaning with two ventilatory modes.

American Journal of Respiratory and Critical Care Medicine.

By: A. Knebel*, S. Janson-Bjerklie, J. Malley, A. Wilson* & J. Marini

Source: ORCID
Added: July 4, 2024

1994 conference paper

Priors on scale-space templates

SPIE Proceedings.

By: A. Wilson* & V. Johnson*

Source: ORCID
Added: July 4, 2024

Employment

Updated: July 2nd, 2024 20:14

2024 - present

North Carolina State University Raleigh, US
Interim Vice Chancellor for Research and Innovation Office of Research and Innovation

2024 - present

North Carolina State University Raleigh, US
Senior Associate Vice Chancellor for Research Office of Research and Innovation

2013 - present

North Carolina State University Raleigh, NC, US
Professor Department of Statistics

2020 - 2024

North Carolina State University Raleigh, US
Associate Vice Chancellor for National Security and Special Research Initiatives Office of Research and Innovation

2011 - 2013

Institute For Defense Analyses Alexandria, Virginia, US
Research Staff Member Science and Technology Policy Institute and System Evaluation Division

2008 - 2011

Iowa State University Ames, US
Associate Professor Department of Statistics

1999 - 2008

Los Alamos National Laboratory Los Alamos, US
Scientist 5 Statistical Sciences Group

1995 - 1999

Cowboy Programming Resources El Paso, TX, US
Statistician and Operations Research Analyst

1991 - 1992

National Institutes of Health Bethesda, US
Mathematical Statistician Division of Computing Resources and Technology

Education

Updated: July 4th, 2024 18:52

1992 - 1995

Duke University Durham, NC, US
Ph.D. Department of Statistical Sciences

1989 - 1991

Carnegie Mellon University Pittsburgh, US
M.S. Department of Statistics

1985 - 1989

Rice University Houston, US
B.A. Mathematical Sciences

Funding History

Funding history based on the linked ORCID record. Updated: July 4th, 2024 18:41

grant July 13, 2020 - July 12, 2021
Reliability Modeling and Experimental Design for the Extended Range Cannon Artillery Increment 2
United States Department of the Army

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