Cover Image

Extension of Dynamic Network Biomarker using the propensity score method: Simulation of causal effects on variance and correlation coefficient

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shinoda, Satoru, Kawaguchi, Hideaki
Format:	Preprint
Published:	2025
Subjects:	Methodology Applications
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A tutorial for propensity score weighting methods under violations of the positivity assumption
by: Liu, Yi, et al.
Published: (2025)

Adjusting for indirectly measured confounding using large-scale propensity scores
by: Zhang, Linying, et al.
Published: (2021)

Exact matching as an alternative to propensity score matching
by: Glimm, Ekkehard, et al.
Published: (2025)

A Bayesian Treatment Selection Design for Phase II Randomised Cancer Clinical Trials
by: Komaki, Moka, et al.
Published: (2025)

Evaluating the impact of instrumental variables in propensity score models using synthetic and negative control experiments
by: Tian, Yuxi, et al.
Published: (2024)

Sharp variance estimator and causal bootstrap in stratified randomized experiments
by: Yu, Haoyang, et al.
Published: (2024)

Finite-sample bias-variance tradeoff with variables related to trial participation inserted into causal forest models for ensuring generalizability
by: Hamaya, Rikuta, et al.
Published: (2025)

Bayes factor functions for testing partial correlation coefficients
by: Datta, Saptati
Published: (2025)

Incorporating nonparametric methods for estimating causal excursion effects in mobile health with zero-inflated count outcomes
by: Liu, Xueqing, et al.
Published: (2023)

A robust score test in g-computation for covariate adjustment in randomized clinical trials leveraging different variance estimators via influence functions
by: Zhang, Xin, et al.
Published: (2025)

Nonparametric causal inference for optogenetics: sequential excursion effects for dynamic regimes
by: Loewinger, Gabriel, et al.
Published: (2024)

Evaluating causal effects on time-to-event outcomes in an RCT in Oncology with treatment discontinuation
by: Ballerini, Veronica, et al.
Published: (2023)

Comparison of methods for mediation analysis with multiple correlated mediators
by: Appah, Mary, et al.
Published: (2024)

Robust Bayesian causal estimation for causal inference in medical diagnosis
by: Basu, Tathagata, et al.
Published: (2024)

Handling missing data when estimating causal effects with Targeted Maximum Likelihood Estimation
by: Dashti, S. Ghazaleh, et al.
Published: (2021)

Spatiotemporal causal inference with arbitrary spillover and carryover effects: Airstrikes and insurgent violence in the Iraq War
by: Mukaigawara, Mitsuru, et al.
Published: (2025)

Confounder-robust causal discovery and inference in Perturb-seq using proxy and instrumental variables
by: Park, Kwangmoon, et al.
Published: (2026)

Linear Model and Extensions
by: Ding, Peng
Published: (2024)

Modelling spatial heterogeneity in the effects of area-level covariates on income distributions using Bayesian nonparametric methods
by: Wang, Ziyou, et al.
Published: (2026)

Robust estimation of polyserial correlation coefficients: A density power divergence approach
by: Welz, Max
Published: (2025)

The permuted score test for robust differential expression analysis
by: Barry, Timothy, et al.
Published: (2025)

Addressing errors in multiple variables using generalized raking and cumulative probability models
by: Kawaguchi, Eric S., et al.
Published: (2026)

Toward a practical handbook for choosing among causal inference methods in non-randomized studies with binary outcomes: A simulation study for applied researchers
by: Aurensanz-Crespo, Adrián, et al.
Published: (2026)

Time-Dependent Pseudo $\boldsymbol{R^2}$ for Assessing Predictive Performance in Competing Risks Data
by: Zhuang, Zian, et al.
Published: (2025)

Connections as treatment: causal inference with edge interventions in networks
by: Chen, Shuli, et al.
Published: (2026)

Comparing causal parameters with many treatments and positivity violations
by: McClean, Alec, et al.
Published: (2024)

Quantifying uncertainty of individualized treatment effects in right-censored survival data: A comparison of Bayesian additive regression trees and causal survival forest
by: Kabata, Daijiro, et al.
Published: (2025)

A comparison between copula-based, mixed model, and estimating equation methods for regression of bivariate correlated data
by: Sareff-Hibbert, Aydin, et al.
Published: (2024)

Multiply robust estimation for causal survival analysis with treatment noncompliance
by: Cheng, Chao, et al.
Published: (2023)

Prior Elicitation for Generalised Linear Models and Extensions
by: Hosack, Geoffrey R.
Published: (2023)

A longitudinal Bayesian framework for estimating causal dose-response relationships
by: Luo, Yu, et al.
Published: (2025)

Combining observational and experimental data for causal inference considering data privacy
by: Mann, Charlotte Z., et al.
Published: (2023)

Bayesian nonparametric mixtures of categorical directed graphs for heterogeneous causal inference
by: Castelletti, Federico, et al.
Published: (2024)

Bayesian Inference of Geometric Brownian Motion: An Extension with Jumps
by: Yan, Yifei, et al.
Published: (2025)

FDR controlling procedures with dimension reduction and their application to GWAS with linkage disequilibrium score
by: Jung, Dayeon, et al.
Published: (2025)

Ensemble size dependence of the logarithmic score for forecasts issued as multivariate normal distributions
by: Leutbecher, Martin, et al.
Published: (2024)

Clustering of multivariate tail dependence using conditional methods
by: O'Toole, Patrick, et al.
Published: (2025)

A new coefficient to measure agreement between continuous variables
by: Vallejos, Ronny, et al.
Published: (2025)

crumble: A comprehensive framework for modern causal mediation analysis with intermediate confounding
by: Liu, Richard, et al.
Published: (2026)

Nonparametric efficient inference for network quantile causal effects under partial interference
by: Cheng, Chao, et al.
Published: (2026)