CSDA
2016
8 years 8 months ago
2016
We consider a functional regression model with a scalar response and multiple functional predictors that accommodates two-way interactions in addition to their main effects. We d...
CSDA
2016
8 years 8 months ago
2016
Safe and reliable design and operation of fixed and floating marine structures often located in remote and hostile environments is challenging. Rigorous extreme value analysis o...
CSDA
2016
8 years 8 months ago
2016
Estimating covariations of variables for high dimensional data is important for understanding their relations. Recent years have seen several attempts to estimate covariance matri...
CSDA
2016
8 years 8 months ago
2016
Many regression problems exhibit a natural grouping among predictor variables. Examples are groups of dummy variables representing categorical variables, or present and lagged val...
CSDA
2016
8 years 8 months ago
2016
Retrospective clinical datasets are often characterized by a relatively small sample size and many missing data. In this case, a common way for handling the missingness consists i...