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2203.06056
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Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past
11 March 2022
Nikolaj Thams
Rikke Sondergaard
S. Weichwald
J. Peters
AI4TS
CML
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Papers citing
"Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past"
3 / 3 papers shown
Title
Using Time Structure to Estimate Causal Effects
Tom Hochsprung
Jakob Runge
Andreas Gerhardus
CML
44
0
0
15 Apr 2025
Projecting infinite time series graphs to finite marginal graphs using number theory
Andreas Gerhardus
Jonas Wahl
Sofia Faltenbacher
Urmi Ninad
Jakob Runge
AI4TS
18
3
0
09 Oct 2023
Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
Sahara Ali
Omar Faruque
Yiyi Huang
Md. Osman Gani
Aneesh Subramanian
Nicole-Jienne Shchlegel
Jianwu Wang
CML
38
3
0
22 Feb 2023
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