Inference With Interference Between Units in an fMRI Experiment of Motor Inhibition

DOI10.1080/01621459.2012.655954zbMath1261.92008arXiv1110.6560OpenAlexW2023709192WikidataQ36200865 ScholiaQ36200865MaRDI QIDQ4916487

Dylan S. Small, Xi Luo, Paul R. Rosenbaum, Chiang-Shan R. Li

Publication date: 22 April 2013

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1110.6560

zbMATH Keywords

Longitudinal dataFixed effectsCausal inferenceMarriage premiumUnobserved confoundersUnobserved variables.

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Probabilistic models, generic numerical methods in probability and statistics (65C20) Neural biology (92C20) Cognitive psychology (91E10)

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Cites Work

• Unnamed Item
• Unnamed Item
• The statistical analysis of fMRI data
• Covariance adjustment in radomized experiments and observational studies
• Effects attributable to treatment: Inference in experiments and observational studies with a discrete pivot
• What Do Randomized Studies of Housing Mobility Demonstrate?
• Locally Most Powerful Tests for Detecting Treatment Effects When Only a Subset of Patients Can Be Expected to "Respond" to Treatment
• Toward Causal Inference With Interference
• Two sample nonparametric tests based on subsamples
• Designs for Interference
• Interference Between Units in Randomized Experiments
• On the Combination of Independent Two Sample Tests of a General Class
• A Class of Statistics with Asymptotically Normal Distribution
• The Power of Rank Tests
• Basic Ideas and Some Recent Results of the Theory of Testing Statistical Hypotheses
• A Note on Confidence Sets for Random Variables