Dynamic classification of fetal heart rates by hierarchical Dirichlet process mixture models. [PDF]
PLoS One, 2017 Yu K, Quirk JG, Djurić PM.
europepmc +1 more source
Journal of Animal Ecology, EarlyView.Using 18 years of data on eastern grey kangaroos, we show that drivers of individual reproductive success often do not scale up to population recruitment. Birth asynchrony could buffer population recruitment against environmental variability, such that variables affecting individual reproduction have little impact at the population level.
Rachel Bergeron +4 more
wiley +1 more source
Dirichlet process model for joint haplotype inference and GWAS
BMC Proceedings, 2012 Sahu Avinash, Hannenhalli Sridhar
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Non-parametric genetic prediction of complex traits with latent Dirichlet process regression models. [PDF]
Nat Commun, 2017 Zeng P, Zhou X.
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Measuring New Venture Legitimacy: A Multi‐dimensional Approach Using Computational Textual Analysis
British Journal of Management, EarlyView.Abstract Legitimacy is critical for the growth, survival and performance of ventures, yet efforts to measure legitimacy empirically typically focus on a single dimension of this multi‐dimensional construct. In this article, we develop a multi‐dimensional framework for measuring legitimacy using computational text analysis.
Ali Ghods +3 more
wiley +1 more source
Hidden Markov model using Dirichlet process for de-identification. [PDF]
J Biomed Inform, 2015 Chen T, Cullen RM, Godwin M.
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The JAE's Positioning Within Agricultural Economics: A Text‐Based Analysis
Journal of Agricultural Economics, EarlyView.ABSTRACT On the occasion of the centenary of the Agricultural Economics Society, this study investigates the positioning of the Journal of Agricultural Economics (JAE) within the broader landscape of the main agricultural economics journals. We employ a quantitative text analysis approach, estimating a Structural Topic Model (STM) on a unique corpus of
Leonardo Cei +2 more
wiley +1 more source
Scalable Bayesian nonparametric measures for exploring pairwise dependence via Dirichlet Process Mixtures. [PDF]
Electron J Stat, 2016 Filippi S, Holmes CC, Nieto-Barajas LE.
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Journal of Forensic Sciences, EarlyView.Abstract Skeletal age estimation is crucial to medicolegal work, aiding subadult identification, and living age assessments in legal contexts. This study aims to document the ontogeny of knee skeletal indicators on post‐mortem computed tomography (PMCT), and quantify interpopulation variation between modern American and Australian children.
Taliah Swart +4 more
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A Novel Information-Theoretic Approach for Variable Clustering and Predictive Modeling Using Dirichlet Process Mixtures. [PDF]
Sci Rep, 2016 Chen Y, Yang H.
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