A General Bayesian Nonparametric Approach for Estimating Population-Level and Conditional Causal Effects
Fuente:
arXiv
Saved in:
| Main Authors: | Hur, Yongseok, Jung, Joonhyuk, Lee, Juhee |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian Joint Modeling of Interrater and Intrarater Reliability with Multilevel Data
by: Hawila, Nour, et al.
Published: (2024)
by: Hawila, Nour, et al.
Published: (2024)
Higher-Order Efficient Estimators: A Review and Simulation-Based Benchmark Study
by: Wang, Zeyi, et al.
Published: (2026)
by: Wang, Zeyi, et al.
Published: (2026)
Design-Conditional Prior Elicitation for Dirichlet Process Mixtures: A Unified Framework for Cluster Counts and Weight Control
by: Lee, JoonHo
Published: (2026)
by: Lee, JoonHo
Published: (2026)
Estimation of Shannon differential entropy: An extensive comparative review
by: Madukaife, Mbanefo S., et al.
Published: (2024)
by: Madukaife, Mbanefo S., et al.
Published: (2024)
Laplace Variational Inference for Bayesian Envelope Models
by: Kim, Seunghyeon, et al.
Published: (2026)
by: Kim, Seunghyeon, et al.
Published: (2026)
Species Distribution Modeling with Expert Elicitation and Bayesian Calibration
by: Kaurila, Karel, et al.
Published: (2022)
by: Kaurila, Karel, et al.
Published: (2022)
Bayesian Calibration and Uncertainty Quantification for a Large Nutrient Load Impact Model
by: Kaurila, Karel, et al.
Published: (2024)
by: Kaurila, Karel, et al.
Published: (2024)
Eigenstructure inference for high-dimensional covariance with generalized shrinkage inverse-Wishart prior
by: Kim, Seongmin, et al.
Published: (2025)
by: Kim, Seongmin, et al.
Published: (2025)
Spatio-temporal patterns of diurnal temperature: a random matrix approach I-case of India
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2024)
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2024)
Eliciting core spatial association from spatial time series: a random matrix approach
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2026)
by: Bhattacharjee, Madhuchhanda, et al.
Published: (2026)
Nonparametric Envelopes for Flexible Response Reduction
by: Jacobson, Tate
Published: (2025)
by: Jacobson, Tate
Published: (2025)
Online Spectral Density Estimation
by: Kazi, Shahriar Hasnat, et al.
Published: (2025)
by: Kazi, Shahriar Hasnat, et al.
Published: (2025)
Predictive Inference via Kernel Density Estimates
by: Hilbert, Torey
Published: (2026)
by: Hilbert, Torey
Published: (2026)
Semiparametric Copula Estimation for Spatially Correlated Multivariate Mixed Outcomes: Analyzing Visual Sightings of Fin Whales from a Line Transect Survey
by: Momozaki, Tomotaka, et al.
Published: (2023)
by: Momozaki, Tomotaka, et al.
Published: (2023)
Bernstein-von Mises Theorem for Sparse Generalized Linear Model
by: Li, Hanqing, et al.
Published: (2026)
by: Li, Hanqing, et al.
Published: (2026)
A Bayesian approach to functional regression: theory and computation
by: Berrendero, José R., et al.
Published: (2023)
by: Berrendero, José R., et al.
Published: (2023)
Nonparametric Bayesian analysis for the Galton-Watson process
by: Cannas, Massimo, et al.
Published: (2025)
by: Cannas, Massimo, et al.
Published: (2025)
Bayesian Analysis of Spiked Covariance Models: Correcting Eigenvalue Bias and Determining the Number of Spikes
by: Lee, Kwangmin, et al.
Published: (2024)
by: Lee, Kwangmin, et al.
Published: (2024)
A novel framework for detecting multiple change points in functional data sequences
by: Fang, Zhiqing, et al.
Published: (2025)
by: Fang, Zhiqing, et al.
Published: (2025)
Regression Analysis After Bipartite Bayesian Record Linkage
by: Hu, Xueyan, et al.
Published: (2025)
by: Hu, Xueyan, et al.
Published: (2025)
Covariance Correction for Permutation Statistics in Multiple Testing Problems
by: Munko, Merle, et al.
Published: (2026)
by: Munko, Merle, et al.
Published: (2026)
Variance component mixture modelling for longitudinal T-cell receptor clonal dynamics
by: Swanson, David, et al.
Published: (2025)
by: Swanson, David, et al.
Published: (2025)
Simultaneous Inference for Multiple Proportions: A Multivariate Beta-Binomial Model
by: Westphal, Max
Published: (2019)
by: Westphal, Max
Published: (2019)
Lancaster correlation -- a new dependence measure linked to maximum correlation
by: Holzmann, Hajo, et al.
Published: (2023)
by: Holzmann, Hajo, et al.
Published: (2023)
Principles of Statistical Inference in Online Problems
by: Leung, Man Fung, et al.
Published: (2022)
by: Leung, Man Fung, et al.
Published: (2022)
Subspace decompositions for association structure learning in multivariate categorical response regression
by: Zhao, Hongru, et al.
Published: (2024)
by: Zhao, Hongru, et al.
Published: (2024)
Optimal Design in Repeated Testing for Count Data
by: Parsamaram, Parisa, et al.
Published: (2024)
by: Parsamaram, Parisa, et al.
Published: (2024)
A Principled Approach to Bayesian Transfer Learning
by: Bretherton, Adam, et al.
Published: (2025)
by: Bretherton, Adam, et al.
Published: (2025)
Bayesian taut splines for estimating the number of modes
by: Chacón, José E., et al.
Published: (2023)
by: Chacón, José E., et al.
Published: (2023)
Simultaneous Heterogeneity and Reduced-rank Learning for Multivariate Response Regression
by: Wu, Jie, et al.
Published: (2025)
by: Wu, Jie, et al.
Published: (2025)
Copula Modelling of Serially Correlated Multivariate Data with Hidden Structures
by: Zimmerman, Robert, et al.
Published: (2022)
by: Zimmerman, Robert, et al.
Published: (2022)
Nonparametric geostatistical risk mapping
by: Fernández-casal, Rubén, et al.
Published: (2024)
by: Fernández-casal, Rubén, et al.
Published: (2024)
Location and scatter halfspace median under α-symmetric distributions
by: Bočinec, Filip, et al.
Published: (2025)
by: Bočinec, Filip, et al.
Published: (2025)
A new way to evaluate G-Wishart normalising constants via Fourier analysis
by: Wong, Ching, et al.
Published: (2024)
by: Wong, Ching, et al.
Published: (2024)
Semiparametric copula-based quantile regression for semicontinuous outcomes with application to healthcare data
by: Lyu, Guanjie, et al.
Published: (2026)
by: Lyu, Guanjie, et al.
Published: (2026)
Asymptotics for non-degenerate multivariate $U$-statistics with estimated nuisance parameters under the null and local alternative hypotheses
by: Desgagné, Alain, et al.
Published: (2024)
by: Desgagné, Alain, et al.
Published: (2024)
Bayesian Benefit-Risk Assessment with Dependent Outcomes via Latent Factor Models
by: Vamvourellis, Konstantinos, et al.
Published: (2022)
by: Vamvourellis, Konstantinos, et al.
Published: (2022)
Restrictions of PCBNs for integration-free computations
by: Derumigny, Alexis, et al.
Published: (2025)
by: Derumigny, Alexis, et al.
Published: (2025)
Nonparametric conditional risk mapping under heteroscedasticity
by: Fernández-Casal, Rubén, et al.
Published: (2024)
by: Fernández-Casal, Rubén, et al.
Published: (2024)
Bayesian Inference for Non-Conjugate Distance Dependent Chinese Restaurant Process Models
by: Marsh, Joseph, et al.
Published: (2026)
by: Marsh, Joseph, et al.
Published: (2026)
Similar Items
-
Bayesian Joint Modeling of Interrater and Intrarater Reliability with Multilevel Data
by: Hawila, Nour, et al.
Published: (2024) -
Higher-Order Efficient Estimators: A Review and Simulation-Based Benchmark Study
by: Wang, Zeyi, et al.
Published: (2026) -
Design-Conditional Prior Elicitation for Dirichlet Process Mixtures: A Unified Framework for Cluster Counts and Weight Control
by: Lee, JoonHo
Published: (2026) -
Estimation of Shannon differential entropy: An extensive comparative review
by: Madukaife, Mbanefo S., et al.
Published: (2024) -
Laplace Variational Inference for Bayesian Envelope Models
by: Kim, Seunghyeon, et al.
Published: (2026)