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Characterizing heterogeneity in Alzheimer’s disease progression: a semiparametric model

open access: yesScientific Reports
The progression of Alzheimer’s disease (AD), a leading cause of dementia worldwide, is known for its variability and complexity, challenging the conventional methods of monitoring and predicting disease trajectories.
Fatih Gelir   +8 more
doaj   +1 more source

Estimation in semiparametric spatial regression [PDF]

open access: yes
Nonparametric methods have been very popular in the last couple of decades in time series and regression, but no such development has taken place for spatial models. A rather obvious reason for this is the curse of dimensionality.
Gao, Jiti, Lu, Zudi, Tjostheim, Dag
core   +1 more source

Semiparametric Counterfactual Regression

open access: yes
We study counterfactual regression, which aims to map input features to outcomes under hypothetical scenarios that differ from those observed in the data. This is particularly useful for decision-making when adapting to sudden shifts in treatment patterns is essential.
openaire   +2 more sources

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