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Causal inference [PDF]

, 2009
In this presentation, I provide a brief overview of quasiexperimental methods of estimating causal impacts using Stata: panel data, matching and reweighting, instrumental variables, and regression discontinuity designs, emphasizing practical considerations.
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Causal Inference

Erkenntnis, 1991
C. Glymour, P. Spirtes, R. Scheines
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Causal inference for time series

Nature Reviews Earth & Environment, 2023
Jakob Runge, Gherardo Varando
exaly  

Gene regulatory network inference in the era of single-cell multi-omics

Nature Reviews Genetics, 2023
Pau Badia-i-Mompel, , Sophia Müller-Dott   +2 more
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Causal Inference

2021
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Multi-omics single-cell data integration and regulatory inference with graph-linked embedding

Nature Biotechnology, 2022
Zhi-Jie Cao, Ge Gao
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Contextual inference underlies the learning of sensorimotor repertoires

Nature, 2021
James B Heald, Máté Lengyel, Daniel M Wolpert   +2 more
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Inference in artificial intelligence with deep optics and photonics

Nature, 2020
Gordon Wetzstein, Aydogan Ozcan, Sylvain Gigan   +2 more
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A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference

Nature Electronics, 2023
Manuel Le Gallo, , Geethan Karunaratne
exaly  

Integrating gene annotation with orthology inference at scale

Science, 2023
Bogdan Kirilenko, , Ekaterina Osipova
exaly