Robust inference for causal mediation analysis of recurrent event data. (English) Zbl 07923618
MSC:
62P10
Found 327 Documents (Results 1–100)
Causal mediation analysis with a three-dimensional image mediator. (English) Zbl 07923609
MSC:
62P10
G-formula for observational studies under stratified interference, with application to bed net use on malaria. (English) Zbl 07923608
MSC:
62P10
Online causal inference with application to near real-time post-market vaccine safety surveillance. (English) Zbl 07923601
MSC:
62P10
Mediation analysis using incomplete information from publicly available data sources. (English) Zbl 07923599
MSC:
62P10
Reconciling model-X and doubly robust approaches to conditional independence testing. (English) Zbl 07916565
Estimation of zero-inflated bivariate Poisson regression with missing covariates. (English) Zbl 07905915
MSC:
62-XX
Sensitivity of estimands in clinical trials with imperfect compliance. (English) Zbl 07899288
MSC:
62P10
Nonparametric estimation of mediation effects with a general treatment. (English) Zbl 07895003
MSC:
62P20
Semiparametric estimation in generalized additive partial linear models with nonignorable nonresponse data. (English) Zbl 1541.62090
Longitudinal mediation analysis through generalised linear mixed models: a comparison of maximum-likelihood and Bayesian estimation. (English) Zbl 07888847
MSC:
62-XX
An introduction to proximal causal inference. (English) Zbl 07887301
MSC:
62-XX
Estimation and inference for multi-kink expectile regression with nonignorable dropout. (English) Zbl 07881418
MSC:
62-XX
Inference for treatment-specific survival curves using machine learning. (English) Zbl 07877180
MSC:
62-XX
Semiparametric proximal causal inference. (English) Zbl 07877165
MSC:
62-XX
Doubly robust capture-recapture methods for estimating population size. (English) Zbl 07877162
MSC:
62-XX
Instrumental variable estimation of marginal structural mean models for time-varying treatment. (English) Zbl 07877156
MSC:
62-XX
Proximal learning for individualized treatment regimes under unmeasured confounding. (English) Zbl 07877130
MSC:
62-XX
A unified framework of analyzing missing data and variable selection using regularized likelihood. (English) Zbl 07870701
MSC:
62-08
Principal stratification for quantile causal effects under partial compliance. (English) Zbl 1540.62186
MSC:
62P10
Solving a class of Fredholm integral equations of the first kind via Wasserstein gradient flows. (English) Zbl 07869147
Finding the optimal dynamic treatment regimes using smooth Fisher consistent surrogate loss. (English) Zbl 1539.62322
Estimation of complier causal treatment effects under the additive hazards model with interval-censored data. (English) Zbl 07859020
MSC:
62N02
Instrumental variable estimation of weighted local average treatment effects. (English) Zbl 1539.62051
Doubly robust estimation of optimal treatment regimes for survival data using an instrumental variable. (English) Zbl 1539.62022
Causal inference methods for combining randomized trials and observational studies: a review. (English) Zbl 07849738
MSC:
62-XX
Verifiable identification condition for nonignorable nonresponse data with categorical instrumental variables. (English) Zbl 07834322
MSC:
62-XX
Multiply robust estimation for average treatment effect among treated. (English) Zbl 07834321
MSC:
62-XX
On the relationship between higher-order stochastic expansions, influence functions and U-statistics for M-estimators. (English) Zbl 07833919
MSC:
62-XX
Testing for the causal mediation effects of multiple mediators using the kernel machine difference method in genome-wide epigenetic studies. (English) Zbl 07832671
MSC:
62Pxx
Causal survival analysis under competing risks using longitudinal modified treatment policies. (English) Zbl 07830844
Estimation of separable direct and indirect effects in a continuous-time illness-death model. (English) Zbl 07830842
Model-based hypothesis tests for the causal mediation of semi-competing risks. (English) Zbl 07830841
Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators. (English) Zbl 07822343
Causal inference for social network data. (English) Zbl 07820406
MSC:
62-XX
Assumption-lean Cox regression. (English) Zbl 07820397
MSC:
62-XX
Off-policy confidence interval estimation with confounded Markov decision process. (English) Zbl 07820381
MSC:
62-XX
Testing the missing at random assumption in generalized linear models in the presence of instrumental variables. (English) Zbl 07819232
MSC:
62-XX
Group testing regression analysis with missing data and imperfect tests. (English) Zbl 07796627
MSC:
62-XX
Calibrated regression estimation using empirical likelihood under data fusion. (English) Zbl 1524.62037
Data integration in causal inference. (English) Zbl 07910627
MSC:
62-08
Instability of inverse probability weighting methods and a remedy for nonignorable missing data. (English) Zbl 07898391
MSC:
62P10
A self-censoring model for multivariate nonignorable nonmonotone missing data. (English) Zbl 07898390
MSC:
62P10
Efficient and flexible estimation of natural direct and indirect effects under intermediate confounding and monotonicity constraints. (English) Zbl 07898384
MSC:
62P10
Monte Carlo sensitivity analysis for unmeasured confounding in dynamic treatment regimes. (English) Zbl 1541.62318
MSC:
62P10
Addressing missing data in the estimation of time-varying treatments in comparative effectiveness research. (English) Zbl 1540.62183
MSC:
62P10
Mediation analysis with latent factors using simultaneous group-wise and parameter-wise penalization. (English) Zbl 07858754
MSC:
62-XX
Nonparametric doubly robust estimation of causal effect on networks in observational studies. (English) Zbl 07858678
MSC:
62-XX
What makes a good fisherman? Linear regression under self-selection bias. (English) Zbl 07844704
Saha, Barna (ed.) et al., Proceedings of the 55th annual ACM SIGACT symposium on theory of computing, STOC ’23, Orlando, FL, USA, June 20–23, 2023. New York, NY: Association for Computing Machinery (ACM). 1699-1712 (2023).
MSC:
68Qxx
Simple adaptive estimation of quadratic functionals in nonparametric IV models. (English) Zbl 07822577
Belomestny, Denis (ed.) et al., Foundations of modern statistics. Festschrift in honor of Vladimir Spokoiny. Selected contributions based on the presentations at the international conference, Berlin, Germany, November 6–8, 2019 and Moscow, Russia, November 30, 2019. Cham: Springer. Springer Proc. Math. Stat. 425, 459-482 (2023).
MSC:
62-XX
Within-person variability score-based causal inference: a two-step estimation for joint effects of time-varying treatments. (English) Zbl 1532.62075
Psychometrika 88, No. 4, 1466-1494 (2023); erratum ibid. 88, No. 4, 1590 (2023).
MSC:
62P15
Estimating treatment effects in the presence of unobserved confounders. (English) Zbl 07792933
MSC:
62-XX
Experimental design in marketplaces. (English) Zbl 07792876
MSC:
62-XX
Likelihood identifiability and parameter estimation with nonignorable missing data. (English. French summary) Zbl 1538.62137
Transfer learning of individualized treatment rules from experimental to real-world data. (English) Zbl 07792038
MSC:
62-XX
Estimating causal effects of HIV prevention interventions with interference in network-based studies among people who inject drugs. (English) Zbl 07789376
MSC:
62Pxx
Leveraging population outcomes to improve the generalization of experimental results: application to the JTPA study. (English) Zbl 07789375
MSC:
62Pxx
Conditional separable effects. (English) Zbl 07784937
MSC:
62-XX
Off-policy evaluation in partially observed Markov decision processes under sequential ignorability. (English) Zbl 1539.62260
Statistical inference with semiparametric nonignorable nonresponse models. (English) Zbl 07782061
MSC:
62-XX
Calibration techniques encompassing survey sampling, missing data analysis and causal inference. (English) Zbl 07779064
Nonparametric regression with nonignorable missing covariates and outcomes using bounded inverse weighting. (English) Zbl 07768743
MSC:
62Gxx
Semiparametric causal mediation analysis with unmeasured mediator-outcome confounding. (English) Zbl 07764897
MSC:
62-XX
Estimation of separable direct and indirect effects in continuous time. (English) Zbl 1522.62199
MSC:
62P10
Score test for missing at random or not under logistic missingness models. (English) Zbl 1522.62245
MSC:
62P10
Efficient and robust methods for causally interpretable meta-analysis: transporting inferences from multiple randomized trials to a target population. (English) Zbl 1522.62113
MSC:
62P10
Posttreatment confounding in causal mediation studies: a cutting-edge problem and a novel solution via sensitivity analysis. (English) Zbl 1522.62147
MSC:
62P10
Ultra-high dimensional variable selection for doubly robust causal inference. (English) Zbl 1522.62235
MSC:
62P10
Instrumented difference-in-differences. (English) Zbl 1522.62274
MSC:
62P10
Rejoinder to discussions on: “Instrumental variable estimation of the causal hazard ratio”. (English) Zbl 1522.62249
MSC:
62P10
Discussion on: “Instrumental variable estimation of the causal hazard ratio”. (English) Zbl 1522.62210
MSC:
62P10
Discussion on: “Instrumental variable estimation of the causal hazard ratio”. (English) Zbl 1522.62100
MSC:
62P10
Estimating the area under the ROC curve when transporting a prediction model to a target population. (English) Zbl 1522.62175
MSC:
62P10
Mendelian randomization mixed-scale treatment effect robust identification and estimation for causal inference. (English) Zbl 1522.62187
MSC:
62P10
Adjusting for publication bias in meta-analysis via inverse probability weighting using clinical trial registries. (English) Zbl 1522.62150
MSC:
62P10
Quantile regression for nonignorable missing data with its application of analyzing electronic medical records. (English) Zbl 1522.62277
MSC:
62P10
Structural cumulative survival models for estimation of treatment effects accounting for treatment switching in randomized experiments. (English) Zbl 1522.62276
MSC:
62P10
Identifying effects of multiple treatments in the presence of unmeasured confounding. (English) Zbl 07751821
MSC:
62-XX
A causal mediation model for longitudinal mediators and survival outcomes with an application to animal behavior. (English) Zbl 07749305
MSC:
62P12
Treatment effects estimation with missing not at random data without outcome modeling. (English) Zbl 1517.62060
Chi-squared test for hypothesis testing of homogeneity. (English. Russian original) Zbl 07712773
J. Math. Sci., New York 273, No. 5, 763-777 (2023); translation from Zap. Nauchn. Semin. POMI 501, 160-180 (2021).
A note on semiparametric efficient generalization of causal effects from randomized trials to target populations. (English) Zbl 07711342
MSC:
62-XX
Multilevel mediation analysis with structured unmeasured mediator-outcome confounding. (English) Zbl 07708439
MSC:
62-08
Proximal causal inference without uniqueness assumptions. (English) Zbl 1524.62595
Stat. Probab. Lett. 198, Article ID 109836, 8 p. (2023); corrigendum ibid. 208, Article ID 110055, 1 p. (2024).
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