Consistency of penalized maximum likelihood estimation for multidimensional change-in-velocity detection

Linh Do, Dat Do, Scott A. McKinley

We establish statistical consistency for the penalized maximum-likelihood estimator underlying CPLASS, a method for detecting changes in velocity in $d$-dimensional time-series dat…