Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory
Fuente:
arXiv
Guardado en:
| Autores principales: | Gilbert, Joshua B., Himmelsbach, Zachary, Soland, James, Joshi, Mridul, Domingue, Benjamin W. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Item-Level Heterogeneous Treatment Effects of Selective Serotonin Reuptake Inhibitors (SSRIs) on Depression: Implications for Inference, Generalizability, and Identification
por: Gilbert, Joshua B., et al.
Publicado: (2024)
por: Gilbert, Joshua B., et al.
Publicado: (2024)
Polytomous Explanatory Item Response Models for Item Discrimination: Assessing Negative-Framing Effects in Social-Emotional Learning Surveys
por: Gilbert, Joshua B., et al.
Publicado: (2024)
por: Gilbert, Joshua B., et al.
Publicado: (2024)
Estimating Treatment Effects Under Bounded Heterogeneity
por: Kwon, Soonwoo, et al.
Publicado: (2025)
por: Kwon, Soonwoo, et al.
Publicado: (2025)
Experimental Designs for Multi-Item Multi-Period Inventory Control
por: Chen, Xinqi, et al.
Publicado: (2025)
por: Chen, Xinqi, et al.
Publicado: (2025)
Heterogeneous Treatment Effects and Causal Mechanisms
por: Fu, Jiawei, et al.
Publicado: (2024)
por: Fu, Jiawei, et al.
Publicado: (2024)
Treatment Effect Heterogeneity in Regression Discontinuity Designs
por: Calonico, Sebastian, et al.
Publicado: (2025)
por: Calonico, Sebastian, et al.
Publicado: (2025)
Heterogeneous Responses to Continuous Treatments: A Cluster-Based Causal Framework
por: Cerqua, Augusto, et al.
Publicado: (2024)
por: Cerqua, Augusto, et al.
Publicado: (2024)
Assessing Heterogeneity of Treatment Effects
por: Kaji, Tetsuya, et al.
Publicado: (2023)
por: Kaji, Tetsuya, et al.
Publicado: (2023)
Estimating Effects of Long-Term Treatments
por: Huang, Shan, et al.
Publicado: (2023)
por: Huang, Shan, et al.
Publicado: (2023)
A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
por: Słoczyński, Tymon, et al.
Publicado: (2026)
por: Słoczyński, Tymon, et al.
Publicado: (2026)
Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference
por: Qu, Zhaonan, et al.
Publicado: (2021)
por: Qu, Zhaonan, et al.
Publicado: (2021)
Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments
por: Chernozhukov, Victor, et al.
Publicado: (2024)
por: Chernozhukov, Victor, et al.
Publicado: (2024)
Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect
por: Słoczyński, Tymon, et al.
Publicado: (2022)
por: Słoczyński, Tymon, et al.
Publicado: (2022)
Covariate Balancing and the Equivalence of Weighting and Doubly Robust Estimators of Average Treatment Effects
por: Słoczyński, Tymon, et al.
Publicado: (2023)
por: Słoczyński, Tymon, et al.
Publicado: (2023)
Variance Estimation with Dependence and Heterogeneous Means
por: Yap, Luther
Publicado: (2026)
por: Yap, Luther
Publicado: (2026)
Nonparametric Identification and Estimation of Causal Effects on Latent Outcomes
por: Fu, Jiawei, et al.
Publicado: (2026)
por: Fu, Jiawei, et al.
Publicado: (2026)
Doubly Robust Estimation of Treatment Effects in Staggered Difference-in-Differences with Time-Varying Covariates
por: Deng, Yuhao, et al.
Publicado: (2026)
por: Deng, Yuhao, et al.
Publicado: (2026)
Empirical Bayes Estimation in Heterogeneous Coefficient Panel Models
por: Song, Myunghyun, et al.
Publicado: (2026)
por: Song, Myunghyun, et al.
Publicado: (2026)
Detecting and Mitigating Group Bias in Heterogeneous Treatment Effects
por: Persson, Joel, et al.
Publicado: (2026)
por: Persson, Joel, et al.
Publicado: (2026)
Identification of Long-Term Treatment Effects via Temporal Links, Observational, and Experimental Data
por: Obradović, Filip
Publicado: (2024)
por: Obradović, Filip
Publicado: (2024)
Optimal Shrinkage Estimation of Fixed Effects in Linear Panel Data Models
por: Kwon, Soonwoo
Publicado: (2023)
por: Kwon, Soonwoo
Publicado: (2023)
Treatment Effects in Market Equilibrium
por: Munro, Evan, et al.
Publicado: (2021)
por: Munro, Evan, et al.
Publicado: (2021)
Treatment Effects with Targeting Instruments
por: Lee, Sokbae, et al.
Publicado: (2020)
por: Lee, Sokbae, et al.
Publicado: (2020)
Robust Estimation and Inference in Panels with Interactive Fixed Effects
por: Armstrong, Timothy B., et al.
Publicado: (2022)
por: Armstrong, Timothy B., et al.
Publicado: (2022)
Panel Estimation of Taxable Income Elasticities with Heterogeneity and Endogenous Budget Sets
por: Blomquist, Soren, et al.
Publicado: (2024)
por: Blomquist, Soren, et al.
Publicado: (2024)
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference
por: Cattaneo, Matias D., et al.
Publicado: (2025)
por: Cattaneo, Matias D., et al.
Publicado: (2025)
(Visualizing) Plausible Treatment Effect Paths
por: Freyaldenhoven, Simon, et al.
Publicado: (2025)
por: Freyaldenhoven, Simon, et al.
Publicado: (2025)
Estimating Dyadic Treatment Effects with Unknown Confounders
por: Hoshino, Tadao, et al.
Publicado: (2024)
por: Hoshino, Tadao, et al.
Publicado: (2024)
Nonparametric Treatment Effect Identification in School Choice
por: Chen, Jiafeng
Publicado: (2021)
por: Chen, Jiafeng
Publicado: (2021)
Extracting Mechanisms from Heterogeneous Effects: An Identification Strategy for Mediation Analysis
por: Fu, Jiawei
Publicado: (2024)
por: Fu, Jiawei
Publicado: (2024)
Inference on Individual Treatment Effects in Nonseparable Triangular Models
por: Ma, Jun, et al.
Publicado: (2021)
por: Ma, Jun, et al.
Publicado: (2021)
When Do Treatment Changes Identify Causal Effects?
por: Huber, Martin
Publicado: (2026)
por: Huber, Martin
Publicado: (2026)
Randomization Inference For the Always-Reporter Average Treatment Effect
por: Chang, Haoge, et al.
Publicado: (2026)
por: Chang, Haoge, et al.
Publicado: (2026)
Identification of Treatment Effects under Limited Exogenous Variation
por: Newey, Whitney K., et al.
Publicado: (2018)
por: Newey, Whitney K., et al.
Publicado: (2018)
Identifying Treatment and Spillover Effects Using Exposure Contrasts
por: Leung, Michael P.
Publicado: (2024)
por: Leung, Michael P.
Publicado: (2024)
On the Identifying Power of Generalized Monotonicity for Average Treatment Effects
por: Bai, Yuehao, et al.
Publicado: (2024)
por: Bai, Yuehao, et al.
Publicado: (2024)
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation
por: Cattaneo, Matias D., et al.
Publicado: (2025)
por: Cattaneo, Matias D., et al.
Publicado: (2025)
Inference on the Distribution of Individual Treatment Effects in Nonseparable Triangular Models
por: Ma, Jun, et al.
Publicado: (2025)
por: Ma, Jun, et al.
Publicado: (2025)
On Quantile Treatment Effects, Rank Similarity,and Variation of Instrumental Variables
por: Han, Sukjin, et al.
Publicado: (2025)
por: Han, Sukjin, et al.
Publicado: (2025)
Bounding Treatment Effects by Pooling Limited Information across Observations
por: Lee, Sokbae, et al.
Publicado: (2021)
por: Lee, Sokbae, et al.
Publicado: (2021)
Ejemplares similares
-
Item-Level Heterogeneous Treatment Effects of Selective Serotonin Reuptake Inhibitors (SSRIs) on Depression: Implications for Inference, Generalizability, and Identification
por: Gilbert, Joshua B., et al.
Publicado: (2024) -
Polytomous Explanatory Item Response Models for Item Discrimination: Assessing Negative-Framing Effects in Social-Emotional Learning Surveys
por: Gilbert, Joshua B., et al.
Publicado: (2024) -
Estimating Treatment Effects Under Bounded Heterogeneity
por: Kwon, Soonwoo, et al.
Publicado: (2025) -
Experimental Designs for Multi-Item Multi-Period Inventory Control
por: Chen, Xinqi, et al.
Publicado: (2025) -
Heterogeneous Treatment Effects and Causal Mechanisms
por: Fu, Jiawei, et al.
Publicado: (2024)