Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304698001> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4304698001 abstract "We propose a semiparametric method to estimate the average treatment effect under the assumption of unconfoundedness given observational data. Our estimation method alleviates misspecification issues of the propensity score function by estimating the single-index link function involved through Hermite polynomials. Our approach is computationally tractable and allows for moderately large dimension covariates. We provide the large sample properties of the estimator and show its validity. Also, the average treatment effect estimator achieves the parametric rate and asymptotic normality. Our extensive Monte Carlo study shows that the proposed estimator is valid in finite samples. We also provide an empirical analysis on the effect of maternal smoking on babies' birth weight and the effect of job training program on future earnings." @default.
- W4304698001 created "2022-10-12" @default.
- W4304698001 creator A5041223762 @default.
- W4304698001 creator A5051609622 @default.
- W4304698001 creator A5065659844 @default.
- W4304698001 date "2022-06-16" @default.
- W4304698001 modified "2023-09-30" @default.
- W4304698001 title "Semiparametric Single-Index Estimation for Average Treatment Effects" @default.
- W4304698001 doi "https://doi.org/10.48550/arxiv.2206.08503" @default.
- W4304698001 hasPublicationYear "2022" @default.
- W4304698001 type Work @default.
- W4304698001 citedByCount "0" @default.
- W4304698001 crossrefType "posted-content" @default.
- W4304698001 hasAuthorship W4304698001A5041223762 @default.
- W4304698001 hasAuthorship W4304698001A5051609622 @default.
- W4304698001 hasAuthorship W4304698001A5065659844 @default.
- W4304698001 hasBestOaLocation W43046980011 @default.
- W4304698001 hasConcept C102366305 @default.
- W4304698001 hasConcept C105795698 @default.
- W4304698001 hasConcept C117251300 @default.
- W4304698001 hasConcept C119043178 @default.
- W4304698001 hasConcept C136764020 @default.
- W4304698001 hasConcept C149782125 @default.
- W4304698001 hasConcept C17923572 @default.
- W4304698001 hasConcept C185429906 @default.
- W4304698001 hasConcept C19499675 @default.
- W4304698001 hasConcept C202444582 @default.
- W4304698001 hasConcept C23131810 @default.
- W4304698001 hasConcept C2777382242 @default.
- W4304698001 hasConcept C33676613 @default.
- W4304698001 hasConcept C33923547 @default.
- W4304698001 hasConcept C41008148 @default.
- W4304698001 hasConcept C65778772 @default.
- W4304698001 hasConceptScore W4304698001C102366305 @default.
- W4304698001 hasConceptScore W4304698001C105795698 @default.
- W4304698001 hasConceptScore W4304698001C117251300 @default.
- W4304698001 hasConceptScore W4304698001C119043178 @default.
- W4304698001 hasConceptScore W4304698001C136764020 @default.
- W4304698001 hasConceptScore W4304698001C149782125 @default.
- W4304698001 hasConceptScore W4304698001C17923572 @default.
- W4304698001 hasConceptScore W4304698001C185429906 @default.
- W4304698001 hasConceptScore W4304698001C19499675 @default.
- W4304698001 hasConceptScore W4304698001C202444582 @default.
- W4304698001 hasConceptScore W4304698001C23131810 @default.
- W4304698001 hasConceptScore W4304698001C2777382242 @default.
- W4304698001 hasConceptScore W4304698001C33676613 @default.
- W4304698001 hasConceptScore W4304698001C33923547 @default.
- W4304698001 hasConceptScore W4304698001C41008148 @default.
- W4304698001 hasConceptScore W4304698001C65778772 @default.
- W4304698001 hasLocation W43046980011 @default.
- W4304698001 hasOpenAccess W4304698001 @default.
- W4304698001 hasPrimaryLocation W43046980011 @default.
- W4304698001 hasRelatedWork W1953301354 @default.
- W4304698001 hasRelatedWork W2007291438 @default.
- W4304698001 hasRelatedWork W2073860478 @default.
- W4304698001 hasRelatedWork W2162923601 @default.
- W4304698001 hasRelatedWork W2562658254 @default.
- W4304698001 hasRelatedWork W3087919142 @default.
- W4304698001 hasRelatedWork W3123627868 @default.
- W4304698001 hasRelatedWork W3125358392 @default.
- W4304698001 hasRelatedWork W3146764563 @default.
- W4304698001 hasRelatedWork W38391298 @default.
- W4304698001 isParatext "false" @default.
- W4304698001 isRetracted "false" @default.
- W4304698001 workType "article" @default.