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Clara Grazian
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Application of machine learning techniques to tuberculosis drug resistance analysis
DACCC Samaneh Kouchaki, Yang Yang, T Walker, A Sarah Walker, Daniel J Wilson ...
Bioinformatics 35 (13), 2276-2282, 2019
462019
Validating a 14-drug microtiter plate containing bedaquiline and delamanid for large-scale research susceptibility testing of Mycobacterium tuberculosis
PMV Rancoita, F Cugnata, AL Gibertoni Cruz, E Borroni, SJ Hoosdally, ...
Antimicrobial agents and chemotherapy 62 (9), e00344-18, 2018
422018
Accelerating Metropolis-Hastings algorithms by delayed acceptance
M Banterle, C Grazian, A Lee, CP Robert
arXiv preprint arXiv:1503.00996, 2015
292015
Accelerating Metropolis-Hastings algorithms by delayed acceptance
M Banterle, C Grazian, A Lee, CP Robert
Foundations of Data Science 1 (2), 103, 2019
212019
DeepAMR for predicting co-occurrent resistance of Mycobacterium tuberculosis
DAC Yang Yang, Timothy M Walker, A Sarah Walker, Daniel J Wilson, Timothy E ...
Bioinformatics, 1-10, 2019
20*2019
Approximating the Likelihood in ABC
CC Drovandi, C Grazian, K Mengersen, C Robert
Handbook of approximate bayesian computation, 321-368, 2018
202018
GenomegaMap: within-species genome-wide d_N/d_S estimation from over 10,000 genomes
Molecular Biology and Evolution, 2020
182020
GenomegaMap: within-species genome-wide d_N/d_S estimation from over 10,000 genomes
Molecular Biology and Evolution, 2020
18*2020
Approximate Bayesian inference in semiparametric copula models
C Grazian, B Liseo
Bayesian Analysis 12 (4), 991-1016, 2017
182017
Epidemiological cutoff values for a 96-well broth microdilution plate for high-throughput research antibiotic susceptibility testing of M. tuberculosis
CRyPTIC Consortium
European Respiratory Journal, 2022
122022
Catalogue of mutations in Mycobacterium tuberculosis complex and their association with drug resistance
World Health Organization
World Health Organization, 2021
122021
Jeffreys’ priors for mixture estimation
C Grazian, CP Robert
Bayesian statistics from methods to models and applications, 37-48, 2015
122015
Accelerating Metropolis-Hastings algorithms: Delayed acceptance with prefetching
M Banterle, C Grazian, CP Robert
arXiv preprint arXiv:1406.2660, 2014
122014
Automated detection of bacterial growth on 96-well plates for high-throughput drug susceptibility testing of Mycobacterium tuberculosis
PW Fowler, ALG Cruz, SJ Hoosdally, L Jarrett, E Borroni, ...
Microbiology 165 (5), 585-585, 2018
112018
A review of approximate Bayesian computation methods via density estimation: Inference for simulator‐models
C Grazian, Y Fan
Wiley Interdisciplinary Reviews: Computational Statistics 12 (4), e1486, 2020
102020
Jeffreys priors for mixture estimation: Properties and alternatives
C Grazian, CP Robert
Computational Statistics & Data Analysis 121, 149-163, 2018
92018
Approximate integrated likelihood via ABC methods
C Grazian, B Liseo
Statistics and its interface 8 (2), 161-171, 2015
82015
On a loss-based prior for the number of components in mixture models
C Grazian, C Villa, B Liseo
Statistics & Probability Letters 158, 108656, 2020
62020
Approximate Bayesian computation for copula estimation
C Grazian, B Liseo
Statistica 75 (1), 111-127, 2015
62015
Reconstruction of dispersal patterns of hypervirulent meningococcal strains of serogroup C: cc11 by phylogenomic time trees
A Lo Presti, A Neri, C Fazio, P Vacca, L Ambrosio, C Grazian, B Liseo, ...
Journal of clinical microbiology 58 (1), e01351-19, 2019
52019
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Articles 1–20