Affinity-based measures of biomarker performance evaluation
M Carvalho, BJ Barney… - Statistical Methods in …, 2020 - journals.sagepub.com
We propose new summary measures of biomarker accuracy which can be used as
companions to existing diagnostic accuracy measures. Conceptually, our summary …
companions to existing diagnostic accuracy measures. Conceptually, our summary …
Bayesian nonparametric biostatistics
WO Johnson, M De Carvalho - Nonparametric Bayesian Inference in …, 2015 - Springer
We discuss some typical applications of Bayesian nonparametrics in biostatistics. The
chosen applications highlight how Bayesian nonparametrics can contribute to addressing …
chosen applications highlight how Bayesian nonparametrics can contribute to addressing …
Bayesian nonparametric models
P Müller, R Mitra - Nonparametric Bayesian Inference in Biostatistics, 2015 - Springer
We briefly review some of the nonparametric Bayesians models that are most widely used in
biostatistics and bioinformatics. We define the Dirichlet process, Dirichlet process mixtures …
biostatistics and bioinformatics. We define the Dirichlet process, Dirichlet process mixtures …
[图书][B] Linking Measurements: A Bayesian Nonparametric Approach
IVM Cáceres - 2019 - search.proquest.com
The main goal of this dissertation is to propose a new method for linking measurements
obtained by different instruments. The proposal is developed in agreement with the idea of …
obtained by different instruments. The proposal is developed in agreement with the idea of …
Affinity-based measures of medical diagnostic test accuracy
M de Carvalho, BJ Barney, GL Page - arXiv preprint arXiv:1712.09982, 2017 - arxiv.org
We propose new summary measures of diagnostic test accuracy which can be used as
companions to existing diagnostic accuracy measures. Conceptually, our summary …
companions to existing diagnostic accuracy measures. Conceptually, our summary …