Through clear examples and practical demonstrations, you'll see how to apply dimensional analysis to solve real-world problems. Whether it's converting miles per hour to meters per second or verifying ...

In this paper, we consider a robust approach to the ultrahigh dimensional variable screening under varying coefficient models. While the existing works focusing on the mean regression function, we ...

This is a preview. Log in through your library . Abstract We develop new statistical theory for probabilistic principal component analysis models in high dimensions. The focus is the estimation of the ...