In statistical analysis of functional magnetic resonance imaging (fMRI), dealing with the temporal correlation is a major challenge in assessing changes within voxels. This paper aims to address this ...

Two types of semiparametric model are proposed for comparing two samples with possibly heterogeneous treatment effects. One model is a two-sample location-scale model which assumes that the Q-Q-plot ...

The PHREG procedure fits the proportional hazards model of Cox (1972, 1975) to survival data that may be right censored. The Cox model is a semiparametric model in which the hazard function of the ...

In this paper, we introduce the dynamic semiparametric factor model (DSFM) for electricity forward curves. The biggest advantage of our approach is that it leads not only to smooth, seasonal forward ...