Shrinkage corrections of sample linear estimators in the small sample size regime 

Serra Puertas, Jorge (Date of defense: 2016-11-11)

We are living in a data deluge era where the dimensionality of the data gathered by inexpensive sensors is growing at a fast pace, whereas the availability of independent samples of the observed data is limited. Thus, ...