Characterizing heterogeneity in Alzheimer’s disease progression: a semiparametric model
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
Semiparametric regression and risk prediction with competing risks data under missing cause of failure. [PDF]
Bakoyannis G, Zhang Y, Yiannoutsos CT.
europepmc +1 more source
Estimation in semiparametric spatial regression [PDF]
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
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
Semiparametric regression analysis of panel binary data with a dependent failure time. [PDF]
Ge L, Li Y, Sun J.
europepmc +1 more source
Maximum likelihood estimation for semiparametric regression models with interval-censored multistate data. [PDF]
Gu Y, Zeng D, Heiss G, Lin DY.
europepmc +1 more source
Semiparametric regression for measurement error model with heteroscedastic error. [PDF]
Li M, Ma Y, Li R.
europepmc +1 more source
Efficient Semiparametric Regression for Longitudinal Data with Regularized Estimation of Error Covariance Function. [PDF]
Jia S, Zhang C, Wu H.
europepmc +1 more source
Semiparametric regression analysis of length-biased interval-censored data. [PDF]
Gao F, Chan KCG.
europepmc +1 more source
Semiparametric regression analysis of interval-censored data with informative dropout. [PDF]
Gao F, Zeng D, Lin DY.
europepmc +1 more source

