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Thomas M Russell

Dados Biográficos

ID8920091
NOMEThomas M Russell
PRENOMESThomas M
SOBRENOMERussell
ASSINATURARUSSELL T M
AFILIAÇÕESCarleton University
VERIFICADONão
TOTAL DE OBRAS2
TOTAL DE CITAÇÕES0
OBRAS COMO AUTOR2
OBRAS COMO EDITOR0
PRIMEIRO ANO DE PUBLICAÇÃO2021
ANO MAIS RECENTE DE PUBLICAÇÃO2024
ÍNDICE H0
  • Simple Inference on Functionals of Set-Identified Parameters Defined by Linear Moments

    JoonHwan Cho, Thomas M Russell•ARTICLE•Journal of Business and Economic…•2024

    This article proposes a new approach to obtain uniformly valid inference for linear functionals or scalar subvectors of a partially identified parameter defined by linear moment inequalities. The procedure amounts to bootstrapping the value functions of randomly perturbed linear programming problems, and does not require the researcher to grid over the parameter space. The low-level conditions for uniform validity rely on genericity results for l…

  • Sharp Bounds on Functionals of the Joint Distribution in the Analysis of Treatment Effects

    Thomas M Russell•ARTICLE•Journal of Business and Economic…•2021

    This article proposes an identification and estimation method that allows researchers to bound continuous functionals of the joint distribution of potential outcomes from the literature on treatment effects. The focus is on a model where no restrictions are imposed on treatment selection. The method can sharply bound interesting parameters when analytical bounds are difficult to derive, can be used in settings in which instruments are available, …

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  • Sharp Bounds on Functionals of the Joint Distribution in the Analysis of Treatment Effects

    Thomas M Russell•ARTICLE•Journal of Business and Economic…•2021

    This article proposes an identification and estimation method that allows researchers to bound continuous functionals of the joint distribution of potential outcomes from the literature on treatment effects. The focus is on a model where no restrictions are imposed on treatment selection. The method can sharply bound interesting parameters when analytical bounds are difficult to derive, can be used in settings in which instruments are available, …

  • Simple Inference on Functionals of Set-Identified Parameters Defined by Linear Moments

    JoonHwan Cho, Thomas M Russell•ARTICLE•Journal of Business and Economic…•2024

    This article proposes a new approach to obtain uniformly valid inference for linear functionals or scalar subvectors of a partially identified parameter defined by linear moment inequalities. The procedure amounts to bootstrapping the value functions of randomly perturbed linear programming problems, and does not require the researcher to grid over the parameter space. The low-level conditions for uniform validity rely on genericity results for l…

Applied Mathematics (2 obras) · Computer Science (2 obras) · Mathematical optimization (2 obras) · Mathematics (2 obras) · Statistics (2 obras) · Advanced Causal Inference Techniques (1 obra) · Econometrics (1 obra) · Engineering (1 obra) · Fuzzy Systems and Optimization (1 obra) · Health Systems, Economic Evaluations, Quality of Life (1 obra)

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