Online Learning of Scale Parameters in Score-Driven Filters

Fabrizio Lillo, Giulia Livieri, Gianluca Palmari

Score-driven filters update a time-varying parameter by multiplying a scaled log-likelihood score by a scale parameter that controls the magnitude of the update. We name this scale…