Image de couverture de livre

TaxaPLN: a taxonomy-aware augmentation strategy for microbiome-trait classification including metadata

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chaussard, Alexandre, Bonnet, Anna, Corff, Sylvain Le, Sokol, Harry
Format:	Preprint
Publié:	2025
Sujets:	Applications Methodology
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Independent Component Discovery in Temporal Count Data
par: Chaussard, Alexandre, et autres
Publié: (2026)

Tree-based variational inference for Poisson log-normal models
par: Chaussard, Alexandre, et autres
Publié: (2024)

Importance sampling for online variational learning
par: Chagneux, Mathis, et autres
Publié: (2024)

A Markov switching discrete-time Hawkes process: application to the monitoring of bats behavior
par: Bonnet, Anna, et autres
Publié: (2025)

Bayesian compositional regression with flexible microbiome feature aggregation and selection
par: Saha, Satabdi, et autres
Publié: (2024)

Bayesian covariance regression for differential network analysis of zero-inflated microbiome data
par: Xu, Zichun, et autres
Publié: (2026)

The `Why' behind including `Y' in your imputation model
par: McGowan, Lucy D'Agostino, et autres
Publié: (2023)

Locally sparse varying coefficient mixed model with application to longitudinal microbiome differential abundance
par: Fontaine, Simon, et autres
Publié: (2026)

DiPPER: A Bayesian approach to differential prevalence analysis with applications in microbiome studies
par: Pelto, Juho, et autres
Publié: (2026)

A tree-based model for addressing sparsity and taxa covariance in microbiome compositional count data
par: Wang, Zhuoqun, et autres
Publié: (2021)

A duration-augmented binary Markov chain for rainfall occurrence with long dry spells
par: Doizé, Antoine, et autres
Publié: (2026)

A new method for augmenting short time series, with application to pain events in sickle cell disease
par: Utkarsh, Kumar, et autres
Publié: (2026)

CoMMiT: Co-informed inference of microbiome-metabolome interactions via transfer learning
par: Li, Leiyue, et autres
Publié: (2025)

Feature aware covariance estimation, with application to mixtures of chemical exposures
par: Bersson, Elizabeth, et autres
Publié: (2025)

Heterogeneity-aware integrative regression for ancestry-specific association studies
par: Molstad, Aaron J., et autres
Publié: (2023)

Predicting milk traits from spectral data using Bayesian probabilistic partial least squares regression
par: Urbas, Szymon, et autres
Publié: (2023)

Latent class multivariate probit and latent trait models for evaluating test accuracy without a gold standard: A simulation study
par: Cerullo, Enzo, et autres
Publié: (2025)

Effective treatment allocation strategies under partial interference
par: Dean, Samantha G, et autres
Publié: (2025)

Ecient spatial designs for targeted regions or level set detection
par: Coly, Sylvain, et autres
Publié: (2024)

A simple strategy for valid inference in target trial emulations
par: Stensrud, Mats Julius
Publié: (2026)

Large-scale metric objects filtering for binary classification with application to abnormal brain connectivity detection
par: He, Shuaida, et autres
Publié: (2024)

A distribution-free smoothed combination method of biomarkers to improve diagnostic accuracy in multi-category classification
par: Maiti, Raju, et autres
Publié: (2019)

Estimating optimal tailored active surveillance strategy under interval censoring
par: Liang, Muxuan, et autres
Publié: (2024)

Model Assisted Data Integration: An unbiased sampling strategy to use nonprobability data
par: Hyllienmark, Martin, et autres
Publié: (2026)

Sensitivity analysis method in the presence of a missing not at random ordinal independent variable
par: Dioni, Abdoulaye, et autres
Publié: (2025)

Using off-treatment sequential multiple imputation for binary outcomes to address intercurrent events handled by a treatment policy strategy
par: Rehal, Sunita, et autres
Publié: (2025)

STAMP: A shot-type-aware areal multilevel Poisson model for league-wide comparison of basketball shot charts
par: Yamada, Kazuhiro, et autres
Publié: (2026)

A novel generalized additive scalar-on-function regression model for partially observed multidimensional functional data: An application to air quality classification
par: Hernández-Amaro, Pavel, et autres
Publié: (2025)

"6 choose 4": A framework to understand and facilitate discussion of strategies for overall survival safety monitoring
par: Yung, Godwin, et autres
Publié: (2024)

Evaluating virtual-control-augmented trials for reproducing treatment effect from original RCTs
par: Fernandes, Alex, et autres
Publié: (2025)

Evaluating the Surrogate Index as a Decision-Making Tool Using 200 A/B Tests at Netflix
par: Zhang, Vickie, et autres
Publié: (2023)

One-sample survival tests in the presence of non-proportional hazards in oncology clinical trials
par: Szurewsky, Chloé, et autres
Publié: (2025)

Scalable Scalar-on-Image Cortical Surface Regression with a Relaxed-Thresholded Gaussian Process Prior
par: Menacher, Anna, et autres
Publié: (2024)

Partial Conjunction Analysis in Neuroimaging: A Comparative Study
par: Dey, Monitirtha, et autres
Publié: (2025)

Incorporating Correlated Nugget Effects in Multivariate Spatial Models: An Application to Argo Ocean Data
par: Saduakhas, Damilya, et autres
Publié: (2025)

Methods for differential network estimation: an empirical comparison
par: Plaksienko, Anna, et autres
Publié: (2024)

Spatiotemporal Modeling and Forecasting at Scale with Dynamic Generalized Linear Models
par: Pherwani, Pranay, et autres
Publié: (2024)

Bayesian Modeling for Aggregated Relational Data: A Unified Perspective
par: Ward, Owen G., et autres
Publié: (2025)

Index Date Imputation For Survival Outcomes for Externally Controlled Trials
par: Coent, Q. Le, et autres
Publié: (2025)

Shiny-MAGEC: A Bayesian R Shiny Application for Meta-analysis of Censored Adverse Events
par: Zhou, Zihan, et autres
Publié: (2025)