Search Results for author: Yingyao Hu

Found 2 papers, 0 papers with code

Identification of Unobservables in Observations

no code implementations5 Dec 2022 Yingyao Hu

When the observables are distinct in each observation, there exists a function mapping from the observables to the unobservables.

Revealing Unobservables by Deep Learning: Generative Element Extraction Networks (GEEN)

no code implementations4 Oct 2022 Yingyao Hu, Yang Liu, Jiaxiong Yao

Latent variable models are crucial in scientific research, where a key variable, such as effort, ability, and belief, is unobserved in the sample but needs to be identified.

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