A Duality of the F Distribution
1 version
PD
Peng Ding
stat.MEmath.STstat.THstat.APecon.EMcausal inferenceCausal inferenceconfoundingModels, Statisticalpotential outcomes
On Valency
published · living versionsPreprints & journals
86 papers in the corpus · 2013–2026A Duality of the F Distribution
0 citations
Imputation is all you need: double robustness, semiparametric efficiency, and automatic covariate balance for estimating the average treatment effect
0 citations
Misspecified regressions with mixed regressors: robust inference and causal interpretation
0 citations
Estimating within-cluster and between-cluster spillover effects in randomized saturation designs
0 citations
Introducing the b-value: combining unbiased and biased estimators from a sensitivity analysis perspective
0 citations
Two-stage Least Squares with Clustered Data under the Local Average Treatment Effect Framework
0 citations
Conditional cross-fitting for unbiased machine-learning-assisted covariate adjustment in randomized experiments
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What randomization can and cannot guarantee.
2 citations
Stratified Permutational Berry--Esseen Bounds and Their Applications to Statistics
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Two-phase rejective sampling and its asymptotic properties.
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Identifiability of the instrumental variable model with the treatment and outcome missing not at random
0 citations
Real Effect or Bias? Good Practices for Evaluating the Robustness of Evidence From Comparative Observational Studies Through Quantitative Sensitivity Analysis for Unmeasured Confounding.
6 citations
When is it worthwhile to jackknife? Breaking the quadratic barrier for Z-estimators
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Asymptotic theory of the quadratic assignment procedure for dyadic data analysis
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With random regressors, least squares inference is robust to correlated errors with unknown correlation structure.
3 citations
Identification and multiply robust estimation of causal effects via instrumental variables from an auxiliary population
1 citation
Factorial Difference-in-Differences
5 citations
Mediation analysis with the mediator and outcome missing not at random.
6 citations
Quantifying Individual Risk for Binary Outcomes
1 citation
Covariate adjustment in randomized experiments with missing outcomes and covariates
12 citations
A decorrelation method for general regression adjustment in randomized experiments
0 citations
Balancing Weights for Causal Inference in Observational Factorial Studies
5 citations
Principal Stratification with Continuous Post-Treatment Variables: Nonparametric Identification and Semiparametric Estimation
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Causal inference in network experiments: regression-based analysis and design-based properties
4 citations
Real Effect or Bias? Best Practices for Evaluating the Robustness of Real-World Evidence through Quantitative Sensitivity Analysis for Unmeasured Confounding
4 citations
A randomization-based theory for preliminary testing of covariate balance in controlled trials
2 citations
Sensitivity Analysis for Unmeasured Confounding in Medical Product Development and Evaluation Using Real World Evidence
3 citations
Flexible sensitivity analysis for causal inference in observational studies subject to unmeasured confounding
2 citations
When is the estimated propensity score better? High-dimensional analysis and bias correction
0 citations
Bayesian causal inference: a critical review.
79 citations
Forward selection and post-selection inference in factorial designs
2 citations
Kernel-based off-policy estimation without overlap: Instance optimality beyond semiparametric efficiency
0 citations
Berry-Esseen bounds for design-based causal inference with possibly diverging treatment levels and varying group sizes
4 citations
E-values for effect heterogeneity and approximations for causal interaction.
21 citations
Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data
12 citations
Design-based theory for cluster rerandomization
11 citations
Posterior Predictive Propensity Scores and -Values
3 citations
Power and Sample Size Calculations for Rerandomization
8 citations
Estimation based on nearest neighbor matching: from density ratio to average treatment effect
31 citations
No star is good news: A unified look at rerandomization based on -values from covariate balance tests
7 citations
Covariate adjustment in multi-armed, possibly factorial experiments
14 citations
To adjust or not to adjust? Estimating the average treatment effect in randomized experiments with missing covariates
46 citations
Reconciling design-based and model-based causal inferences for split-plot experiments
17 citations
Model-assisted analyses of cluster-randomized experiments
48 citations
Multi-Source Causal Inference Using Control Variates
4 citations
Regression-based causal inference with factorial experiments: estimands, model specifications, and design-based properties
29 citations
Multiply robust estimation of causal effects under principal ignorability
28 citations
The Frisch--Waugh--Lovell Theorem for Standard Errors
19 citations
Identification of Causal Effects Within Principal Strata Using Auxiliary Variables
16 citations
Is being an only child harmful to psychological health?: Evidence from an instrumental variable analysis of China's One-Child Policy
22 citations
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