Results 261 to 270 of about 98,771 (295)

Training-set conditionally valid prediction sets with right-censored data. [PDF]

Lifetime Data Anal
Si W, Qiu H.
europepmc   +1 more source

Examining the Efficacy of Coarsened Exact Matching as an Alternative to Propensity Score Matching. [PDF]

Stat Med
Wan F.
europepmc   +1 more source

When hope falls short: differential roles of helplessness language and conditional expressions in predicting organizational future outlook. [PDF]

Front Psychol
Lee J.
europepmc   +1 more source

"Within-Trial" Prognostic Score Adjustment Is Targeted Maximum Likelihood Estimation. [PDF]

Pharm Stat
Højbjerre-Frandsen E, Schuler A.
europepmc   +1 more source

Causal Temporal Neural Networks Using the Conditional Average Treatment Effect

2025 IEEE Conference on Artificial Intelligence (CAI)
4954This paper presents a method to integrate causal inference into deep learning for time series forecasting. We consider time series for complex systems characterized by non-linear dynamics, high dimensionality, and uncertainty.
Shahenda Youssef, Julius Pfrommer, Jürgen Beyerer   +2 more
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Conditional Average Treatment Effects and Decision Making

SSRN Electronic Journal, 2014
This paper develops a decision making empirical method to evaluate welfare programs accounting for heterogeneity of impacts. We find outcome predictive distributions for different subgroups of the population and use a characterization of second order stochastic dominance to give a policy recommendation conditional on covariates with minimal ...
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Relaxing conditions for local average treatment effect in fuzzy regression discontinuity

Economics Letters, 2018
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Choi, Jin-young, Lee, Myoung-jae
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Significance test for semiparametric conditional average treatment effects and other structural functions

Computational Statistics & Data Analysis
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Niwen Zhou, Xu Guo, Lixing Zhu
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