Conditional variational autoencoders for causal inference with mismeasured treatments

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Journal ISSN
Volume Title
Perustieteiden korkeakoulu | Bachelor's thesis
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Author
Date
2022-04-15
Department
Major/Subject
Data Science
Mcode
SCI3095
Degree programme
Aalto Bachelor’s Programme in Science and Technology
Language
en
Pages
44+1
Series
Description
Supervisor
Käpylä, Maarit
Thesis advisor
Pöllänen, Antti
Keywords
conditional variational autoencoder, importance sampling, measurement error, causal inference, average dose-response function
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