This is the twelfth in a series of lecture notes which, if tied together into a textbook, might be entitled “Practical Regression.” The purpose of the notes is to supplement the theoretical content of ...

In the world around us, many things exist in the context of time: a bird's path through the sky is understood as different ...

We show boundedness in probability uniformly in sample size of a general M-estimator for multiple linear regression in time series. The positive criterion function for the M-estimator is assumed lower ...

As data pours in from every corner of the digital world, the race to process, scale and unlock real-time insights has never been fiercer. Recognizing this relentless demand, Amazon Web Services Inc.