8 problems
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Fixed-basis conjecture for minimax estimation rates in hierarchical compositional models
Fixed-basis conjecture. Whether the minimax optimal rate for estimating can be improved to
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Relative-rate conjecture for KMMR and KRAS estimators
Let and denote the KMMR and KRAS estimators, respectively, and let denote the remainder term in the associated e…
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The intrinsic ill-posedness conjecture for KRAS estimators
Let KRAS denote the kernel adversarial estimator, and consider the finite-sample setting and source-condition assumptions described in the paper. The estimator may be penalized usi…
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Conjecture on the variance of estimators using alternative Riesz representors
Let be an effect functional on a model space, and let be the equivalence class supplied by positivity such that every…
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Conjecture on connections between misspecified Riesz estimation and sieve estimators
The Riesz estimator is defined for model spaces used to represent potential outcome functions and effect functionals. In infinite-dimensional model spaces, it may be computed to ar…
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Conjectured efficient influence function for the long-term treatment parameter
Conjectured efficient influence function. With
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Conjectured efficient influence function for the long-term treatment parameter via , , and
Conjectured efficient influence function. The efficient influence function should have the form
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Conjectured efficient influence function for the long-term treatment parameter
Conjectured efficient influence function. The efficient influence function should be