6 problems
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Relaxation of bounded covariate assumptions to sub-Gaussian tails
Let denote the covariate vector for unit , and suppose Assumption(1) currently requires to be uniformly bounded. Covariate-tail relaxation conjecture. It should be p…
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Non-vacuity of improved covariate-adjusted variance
Let , , and denote the variance quantities defined in the paper for the covariate-adjusted…
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Conjecture on type-I error rates under rerandomization and complete randomization
The type-I error rate conjecture. The type-I error rate under rerandomization should not exceed that under complete randomization:
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Asymptotic equivalence of the reversed two-stage matching procedure
Consider the reversed two-stage procedure in which eligible units are first matched into groups of size , their centroids are then matched into homogeneous groups of size ,…
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Conjectured asymptotic equivalence of regression and weighting with missing covariates
Regression–weighting equivalence conjecture. The equivalence between regression and weighting also holds even with missing covariates.
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Extension of the Horvitz–Thompson MSE identity to non-uniform probabilities
Let an experimental design assign treatment indicators with possibly non-uniform first-order probabilities, so that is not required to satisfy for…