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Works (14)
Updated: November 5th, 2024 05:01
2024 journal article
A statistical primer on classical period-finding techniques in astronomy
REPORTS ON PROGRESS IN PHYSICS, 87(7).
Contributors: N. Giertych n, A. Shaban n , P. Haravu n & J. P Williams
author keywords: astrostatistics; period detection; irregularly-spaced time series
open access via iopscience.iop.org (publisher PDF)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 22, 2024
2024 journal article
BAYESIAN HIDDEN MARKOV MODELS FOR LATENT VARIABLE LABELING ASSIGNMENTS IN CONFLICT RESEARCH: APPLICATION TO THE ROLE CEASEFIRES PLAY IN CONFLICT DYNAMICS
ANNALS OF APPLIED STATISTICS, 18(3), 2034–2061.
author keywords: State space model; multistate model; discrete-time Markov process; discrete-valued time series; count-valued time series
Source: Web Of Science
Added: September 3, 2024
2024 article
Beyond Time-Homogeneity for Continuous-Time Multistate Markov Models
Kendall, E. B., Williams, J. P., Hermansen, G. H., Bois, F., & Thanh, V. H. (2024, September 21). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS.
author keywords: Aalen-Johansen estimator; Hidden Markov model; Hierarchical Bayesian modeling; Longitudinal study; State space model
Source: Web Of Science
Added: October 8, 2024
2024 article
Decision Theory via Model-Free Generalized Fiducial Inference
BELIEF FUNCTIONS: THEORY AND APPLICATIONS, BELIEF 2024, Vol. 14909, pp. 131–139.
author keywords: Choquet integral; empirical risk; possibility theory; upper prevision; upper probability
Source: Web Of Science
Added: October 21, 2024
2024 article
Large-Sample Theory for Inferential Models: A Possibilistic Bernstein-von Mises Theorem
BELIEF FUNCTIONS: THEORY AND APPLICATIONS, BELIEF 2024, Vol. 14909, pp. 111–120.
author keywords: Asymptotics; Bayesian; belief; fiducial; relative likelihood
Source: Web Of Science
Added: October 21, 2024
2024 article
Prior exposure to racial discrimination and patterns of acute parasympathetic nervous system responses to a race-related stress task among Black adults
Volpe, V. V., Kendall, E. B., Collins, A. N., Graham, M. G., Williams, J. P., & Holochwost, S. J. (2024, October 25). PSYCHOPHYSIOLOGY, Vol. 10.
author keywords: Black adults; hidden Markov model; intraindividual variability; parasympathetic nervous system; racial discrimination; respiratory sinus arrhythmia
Sources: Web Of Science, NC State University Libraries
Added: November 4, 2024
2024 article
Word Embeddings as Statistical Estimators
Dey, N., Singer, M., Williams, J. P., & Sengupta, S. (2024, May 9). SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, Vol. 5.
author keywords: Copula; Word2Vec; distributed representation; statistical linguistics; language modeling; missing values SVD
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: May 20, 2024
2023 journal article
A PENALIZED COMPLEXITY PRIOR FOR DEEP BAYESIAN TRANSFER LEARNING WITH APPLICATION TO MATERIALS INFORMATICS
ANNALS OF APPLIED STATISTICS, 17(4), 3241–3256.
author keywords: Kullback-Leibler divergence; materials science; neural networks; variational Bayesian inference
TL;DR:
This work proposes a new Bayesian transfer learning approach based on the penalized complexity prior on the Kullback-Leibler divergence between the predictive models of the source and target tasks and shows that the proposed method outperforms other transfer learning methods across a variety of settings.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: March 25, 2024
2023 journal article
GENERALIZED FIDUCIAL FACTOR: AN ALTERNATIVE TO THE BAYES FACTOR FOR FORENSIC IDENTIFICATION OF SOURCE PROBLEMS
ANNALS OF APPLIED STATISTICS, 17(1), 378–402.
author keywords: Bayes factor; generalized fiducial inference; likelihood ratio
TL;DR:
This work develops an alternative to the Bayes factor, within the framework of generalized fiducial inference (GFI), that is term a GFF (GFF), and demonstrates empirically, on the synthetic and real Netherlands Forensic Institute casework data, deficiencies in the BF and classical/frequentist likelihood ratio (LR) approaches.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(Web of Science; OpenAlex)
Source: Web Of Science
Added: March 13, 2023
2023 journal article
The EAS approach to variable selection for multivariate response data in high-dimensional settings
ELECTRONIC JOURNAL OF STATISTICS, 17(2), 1947–1995.
author keywords: and phrases; Generalized fiducial inference; model selection; regularized regression; asymptotic consistency
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 21, 2023
2022 article
The EAS approach for graphical selection consistency in vector autoregression models
Williams, J. P., Xie, Y., & Hannig, J. (2022, September 27). CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE.
author keywords: Empirical Bayes; generalized fiducial inference; graph selection; high-dimensional model selection; large-sample properties
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 11, 2022
2021 journal article
Can Administrative Health Data Improve the Gold Standard? Evidence from a Model of the Progression of Myocardial Infarction
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 18(14).
author keywords: administrative data; myocardial infarction; disease progression; Australia
MeSH headings : Aged; Bayes Theorem; Female; Hospitalization; Humans; Male; Myocardial Infarction / epidemiology; Non-ST Elevated Myocardial Infarction; Risk Factors; ST Elevation Myocardial Infarction
TL;DR:
This study shows that administrative health data were useful to estimate factors determining the risk of MI and the progression of this health condition and shows that misclassification may cause the incidence of MI to be under-estimated.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 2, 2021
2021 article
Discussion of "A Gibbs Sampler for a Class of Random Convex Polytopes"
Williams, J. P. (2021, July 3). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 116, pp. 1198–1200.
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: June 6, 2022
2019 journal article
Diagnostic utility of clinical and laboratory test parameters for differentiating between sudden acquired retinal degeneration syndrome and pituitary‐dependent hyperadrenocorticism in dogs
Veterinary Ophthalmology, 22(6), 842–858.
author keywords: biomarker; dog; hyperadrenocorticism; retina; sudden acquired retinal degeneration syndrome
MeSH headings : Animals; Case-Control Studies; Dog Diseases / diagnosis; Dogs; Electroretinography / veterinary; Female; Male; Pituitary ACTH Hypersecretion / diagnosis; Pituitary ACTH Hypersecretion / veterinary; Retina / pathology; Retinal Degeneration / diagnosis; Retinal Degeneration / veterinary; Tomography, Optical Coherence / veterinary
TL;DR:
This work provides the basis for future studies that could identify and examine dogs with SARDS prior to vision loss, which may extend the potential therapeutic window for SARDS.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
10. Reduced Inequalities
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: December 16, 2019
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