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In many scientific fields such as biology, psychology and sociology, there is an increasing interest in estimating the causal effect of a matrix exposure on an outcome.
Lego® therapy and the social use of language programme: An evaluation of two social skills interventions for children with high functioning autism and asperger syndrome
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Music lessons enhance IQ
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Broadcasted nonparametric tensor regression
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Chess training improves cognition in children
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Treatment recommendation and parameter estimation under single-index contrast function
Xiong, C., Yu, M., and Shao, J. (2017) · 2017
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Entropy balancing is doubly robust
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Approximate residual balancing: debiased inference of average treatment effects in high dimensions
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The influence of parents’ education in the italian standardization sample of the wisc-iii
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Covariate balancing propensity score
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Can music lessons increase the performance of preschool children in IQ tests?
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A boosting algorithm for estimating generalized propensity scores with continuous treatments
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Ball covariance: A generic measure of dependence in banach space
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A unified framework for efficient estimation of general treatment models
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Multilevel calibration weighting for survey data
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Regression discontinuity designs with a continuous treatment
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Counterfactual treatment effects: Estimation and inference
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Mapping the genetic-imaging-clinical pathway with applications to alzheimer’s disease
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