Bayesian Effect Selection in Additive Models with an Application to Time-to-Event Data
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Bach, Paul, Klein, Nadja |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Bayesian Additive Regression Tree Copula Processes for Scalable Distributional Prediction
par: Wenkel, Jan Martin, et autres
Publié: (2026)
par: Wenkel, Jan Martin, et autres
Publié: (2026)
Truly Multivariate Structured Additive Distributional Regression
par: Kock, Lucas, et autres
Publié: (2023)
par: Kock, Lucas, et autres
Publié: (2023)
Boosting Distributional Copula Regression for Bivariate Right-Censored Time-to-Event Data
par: Briseno-Sanchez, Guillermo, et autres
Publié: (2024)
par: Briseno-Sanchez, Guillermo, et autres
Publié: (2024)
"Spatial Joint Models through Bayesian Structured Piece-wise Additive Joint Modelling for Longitudinal and Time-to-Event Data"
par: Rappl, Anja, et autres
Publié: (2023)
par: Rappl, Anja, et autres
Publié: (2023)
Simultaneous Estimation and Model Choice for Big Discrete Time-to-Event Data with Additive Predictors
par: Müller, Benjamin, et autres
Publié: (2025)
par: Müller, Benjamin, et autres
Publié: (2025)
BaGGLS: A Bayesian Shrinkage Framework for Interpretable Modeling of Interactions in High-Dimensional Biological Data
par: Lemanczyk, Marta S., et autres
Publié: (2025)
par: Lemanczyk, Marta S., et autres
Publié: (2025)
Scalable and Robust Spatial Prediction via Multi-Resolution Ensembles of Predictive Processes
par: Bianco, Nicolas, et autres
Publié: (2026)
par: Bianco, Nicolas, et autres
Publié: (2026)
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)
par: Umlauf, Nikolaus, et autres
Publié: (2019)
par: Umlauf, Nikolaus, et autres
Publié: (2019)
bayesCureRateModel: Bayesian Cure Rate Modeling for Time to Event Data in R
par: Papastamoulis, Panagiotis, et autres
Publié: (2024)
par: Papastamoulis, Panagiotis, et autres
Publié: (2024)
Copula-based models for spatially dependent cylindrical data
par: Labanca, Francesca, et autres
Publié: (2026)
par: Labanca, Francesca, et autres
Publié: (2026)
Estimating Shapley Effects in Big-Data Emulation and Regression Settings using Bayesian Additive Regression Trees
par: Horiguchi, Akira, et autres
Publié: (2023)
par: Horiguchi, Akira, et autres
Publié: (2023)
Bayesian Semiparametric Joint Modeling of Gap-Time Distribution for Multitype Recurrent Events and a Terminal Event
par: Acharjee, Mithun Kumar, et autres
Publié: (2025)
par: Acharjee, Mithun Kumar, et autres
Publié: (2025)
Soil Texture Prediction with Bayesian Generalized Additive Models for Spatial Compositional Data
par: Martínez-Minaya, Joaquín, et autres
Publié: (2025)
par: Martínez-Minaya, Joaquín, et autres
Publié: (2025)
Bayesian Penalized Transformation Models: Structured Additive Location-Scale Regression for Arbitrary Conditional Distributions
par: Brachem, Johannes, et autres
Publié: (2024)
par: Brachem, Johannes, et autres
Publié: (2024)
Bayesian Mixed-Effects Models for Multilevel Two-way Functional Data: Applications to EEG Experiments
par: Ju, Xiaomeng, et autres
Publié: (2025)
par: Ju, Xiaomeng, et autres
Publié: (2025)
Generalized Bayesian Additive Regression Trees for Restricted Mean Survival Time Inference
par: Ashouri, Mahsa, et autres
Publié: (2024)
par: Ashouri, Mahsa, et autres
Publié: (2024)
Bayesian Model Selection with an Application to Cosmology
par: Gigiberia, Nikoloz
Publié: (2025)
par: Gigiberia, Nikoloz
Publié: (2025)
Deep mixture of linear mixed models for complex longitudinal data
par: Kock, Lucas, et autres
Publié: (2023)
par: Kock, Lucas, et autres
Publié: (2023)
Joint Models for Handling Non-Ignorable Missing Data using Bayesian Additive Regression Trees: Application to Leaf Photosynthetic Traits Data
par: Goh, Yong Chen, et autres
Publié: (2024)
par: Goh, Yong Chen, et autres
Publié: (2024)
Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data
par: Maeda, Takashi Nicholas, et autres
Publié: (2024)
par: Maeda, Takashi Nicholas, et autres
Publié: (2024)
Correlated Bayesian Additive Regression Trees with Gaussian Process for Regression Analysis of Dependent Data
par: a, Xuetao Lu, et autres
Publié: (2023)
par: a, Xuetao Lu, et autres
Publié: (2023)
Bayesian Time Varying Coefficient Model with Applications to Marketing Mix Modeling
par: Ng, Edwin, et autres
Publié: (2021)
par: Ng, Edwin, et autres
Publié: (2021)
Scalable Bayesian Semiparametric Additive Regression Models For Microbiome Studies
par: Chen, Tinghua, et autres
Publié: (2024)
par: Chen, Tinghua, et autres
Publié: (2024)
Regression Copulas for Multivariate Responses
par: Klein, Nadja, et autres
Publié: (2024)
par: Klein, Nadja, et autres
Publié: (2024)
Boosting Distributional Copula Regression for Bivariate Binary, Discrete and Mixed Responses
par: Sanchez, Guillermo Briseño, et autres
Publié: (2024)
par: Sanchez, Guillermo Briseño, et autres
Publié: (2024)
Bayesian Latent Class Regression and Variable Selection with Applications to Sleep Patterns Data
par: Heaney, Matthew, et autres
Publié: (2025)
par: Heaney, Matthew, et autres
Publié: (2025)
Fast Meta-Analytic Approximations for Relational Event Models: Applications to Data Streams and Multilevel Data
par: Mulder, Fabio Vieira Roger Leenders Joris
Publié: (2023)
par: Mulder, Fabio Vieira Roger Leenders Joris
Publié: (2023)
Density regression via Dirichlet process mixtures of normal structured additive regression models
par: Rodríguez-Álvarez, María Xosé, et autres
Publié: (2024)
par: Rodríguez-Álvarez, María Xosé, et autres
Publié: (2024)
Estimation of Time-Varying Treatment Effects in a Joint Model for Longitudinal and Recurrent Event Outcomes in Mobile Health Data
par: Abbott, Madeline R, et autres
Publié: (2026)
par: Abbott, Madeline R, et autres
Publié: (2026)
Bayesian Semiparametric Joint Dynamic Model for Multitype Recurrent Events and a Terminal Event
par: Acharjee, Mithun Kumar, et autres
Publié: (2025)
par: Acharjee, Mithun Kumar, et autres
Publié: (2025)
Bayesian Additive Distribution Regression
par: Linero, Antonio R., et autres
Publié: (2026)
par: Linero, Antonio R., et autres
Publié: (2026)
Bayesian Variable Selection for High-Dimensional Mediation Analysis: Application to Metabolomics Data in Epidemiological Studies
par: Bae, Youngho, et autres
Publié: (2024)
par: Bae, Youngho, et autres
Publié: (2024)
H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations
par: Stone, Adam J., et autres
Publié: (2025)
par: Stone, Adam J., et autres
Publié: (2025)
Bayesian Covariance Structure Modeling of Multi-Way Nested Data
par: Baas, Stef, et autres
Publié: (2022)
par: Baas, Stef, et autres
Publié: (2022)
Bayesian Model Selection with Latent Group-Based Effects and Variances with the R Package slgf
par: Metzger, Thomas A., et autres
Publié: (2024)
par: Metzger, Thomas A., et autres
Publié: (2024)
A Doubly Robust Instrumental Variable Approach for Estimating Average Treatment Effects in Time-to-Event Data with Unmeasured Confounding: Application to Real-World Data on ICU Patients with Septic Shock
par: Li, Runjia, et autres
Publié: (2025)
par: Li, Runjia, et autres
Publié: (2025)
Goodness of Fit for Bayesian Generative Models with Applications in Population Genetics
par: Mailloux, Guillaume Le, et autres
Publié: (2025)
par: Mailloux, Guillaume Le, et autres
Publié: (2025)
Stochastic Search Variable Selection for Bayesian Generalized Linear Mixed Effect Models
par: Ding, Feng, et autres
Publié: (2024)
par: Ding, Feng, et autres
Publié: (2024)
Bayesian MI-LASSO for Variable Selection on Multiply-Imputed Data
par: Zou, Jungang, et autres
Publié: (2022)
par: Zou, Jungang, et autres
Publié: (2022)
An Online Algorithm for Bayesian Variable Selection in Logistic Regression Models With Streaming Data
par: Ghosal, Payel, et autres
Publié: (2025)
par: Ghosal, Payel, et autres
Publié: (2025)
Documents similaires
-
Bayesian Additive Regression Tree Copula Processes for Scalable Distributional Prediction
par: Wenkel, Jan Martin, et autres
Publié: (2026) -
Truly Multivariate Structured Additive Distributional Regression
par: Kock, Lucas, et autres
Publié: (2023) -
Boosting Distributional Copula Regression for Bivariate Right-Censored Time-to-Event Data
par: Briseno-Sanchez, Guillermo, et autres
Publié: (2024) -
"Spatial Joint Models through Bayesian Structured Piece-wise Additive Joint Modelling for Longitudinal and Time-to-Event Data"
par: Rappl, Anja, et autres
Publié: (2023) -
Simultaneous Estimation and Model Choice for Big Discrete Time-to-Event Data with Additive Predictors
par: Müller, Benjamin, et autres
Publié: (2025)