Zobrazeno 1 - 10
of 161
pro vyhledávání: '"Shaikh, Azeem M."'
We review approaches to statistical inference based on randomization. Permutation tests are treated as an important special case. Under a certain group invariance property, referred to as the ``randomization hypothesis,'' randomization tests achieve
Externí odkaz:
http://arxiv.org/abs/2406.09521
In the context of a binary outcome, treatment, and instrument, Balke and Pearl (1993, 1997) establish that adding monotonicity to the instrument exogeneity assumption does not decrease the identified sets for average potential outcomes and average tr
Externí odkaz:
http://arxiv.org/abs/2405.14104
The past two decades have witnessed a surge of new research in the analysis of randomized experiments. The emergence of this literature may seem surprising given the widespread use and long history of experiments as the "gold standard" in program eva
Externí odkaz:
http://arxiv.org/abs/2405.03910
This paper examines finely stratified designs for the efficient estimation of treatment effect parameters in randomized experiments. In such designs, units are divided into groups of fixed size, with a proportion within each group randomly assigned t
Externí odkaz:
http://arxiv.org/abs/2307.15181
This paper studies inference for the local average treatment effect in randomized controlled trials with imperfect compliance where treatment status is determined according to "matched pairs." By "matched pairs," we mean that units are sampled i.i.d.
Externí odkaz:
http://arxiv.org/abs/2307.13094
This paper studies inference on the average treatment effect in experiments in which treatment status is determined according to "matched pairs" and it is additionally desired to adjust for observed, baseline covariates to gain further precision. By
Externí odkaz:
http://arxiv.org/abs/2302.04380
This paper studies inference in cluster randomized trials where treatment status is determined according to a "matched pairs" design. Here, by a cluster randomized experiment, we mean one in which treatment is assigned at the level of the cluster; by
Externí odkaz:
http://arxiv.org/abs/2211.14903
Publikováno v:
In Journal of Econometrics July 2024 243(1-2)
Publikováno v:
In Journal of Econometrics April 2024 241(1)
This paper concerns the construction of confidence intervals in standard seroprevalence surveys. In particular, we discuss methods for constructing confidence intervals for the proportion of individuals in a population infected with a disease using a
Externí odkaz:
http://arxiv.org/abs/2103.15018