We develop an expansion, similar in some respects to the Karhunen–Loève expansion, but
which is more suitable for functional data indexed by spatial locations on a grid. Unlike the …

We propose a novel procedure for estimating the mean function of longitudinal imaging data
with inherent spatial and temporal correlation. We depict the dependence between …

Comparisons of observed and modeled climate behavior often focus on central tendencies,
which overlook other important distributional characteristics related to quantiles and …

Resting state brain functional connectivity quantifies the similarity between brain regions,
each of which consists of voxels at which dynamic signals are acquired via neuroimaging …

随着信息技术的迅猛发展和大数据时代的到来, 一些时空数据集不仅规模庞大,
还包含着各种不同的信息变量, 因此需要合适的表达来描述这类时空数据的特征. 在French …

In areas ranging from neuroimaging to climate science, advances in data storage and
sensor technology have led to a proliferation in multidimensional functional datasets. A …

Continued advances in brain imaging techniques hold great promise to bolster our
understanding of the structure and function of the human brain. Diffusion magnetic …

Traffic accident in Iran is one of the most important causes of losing years of life and studying
risky traffic behavior helps to control and manage it in a proactive way. We estimate the …